CN108195563B - Display effect evaluation method and device of three-dimensional display device and evaluation terminal - Google Patents

Display effect evaluation method and device of three-dimensional display device and evaluation terminal Download PDF

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CN108195563B
CN108195563B CN201711478154.1A CN201711478154A CN108195563B CN 108195563 B CN108195563 B CN 108195563B CN 201711478154 A CN201711478154 A CN 201711478154A CN 108195563 B CN108195563 B CN 108195563B
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stereoscopic display
display effect
value
analysis
color
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CN108195563A (en
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乔梦阳
周峰
叶磊
令龙军
李统福
韩周迎
李焘然
赵兴海
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SuperD Co Ltd
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SuperD Co Ltd
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    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
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Abstract

The invention discloses a method and a device for evaluating display effect of a three-dimensional display device and an evaluation terminal, wherein the method comprises the following steps: acquiring a spatial attitude stereoscopic display effect evaluation view presented by a stereoscopic display device according to a predetermined spatial attitude at a predetermined spatial test position by an image acquisition device; acquiring a spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation view; and determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the evaluation value of the stereoscopic display effect of the spatial attitude of the stereoscopic display device. Through the technical scheme, the naked eye three-dimensional display overall effect including the key indexes such as crosstalk rate and color purity and the like presented by the three-dimensional display device corresponding to different viewing postures and different viewing positions can be accurately evaluated, and the evaluation result is more accurate and comprehensive.

Description

Display effect evaluation method and device of three-dimensional display device and evaluation terminal
Technical Field
The invention relates to the field of naked eye three-dimensional display, in particular to a display effect evaluation method and device of a three-dimensional display device and an evaluation terminal.
Background
With the development of image display technology, naked eye stereoscopic display devices are increasingly widely used. The naked eye stereoscopic technology can enable audiences to obtain high-fidelity stereoscopic experience without wearing any auxiliary visual tool, and compared with the existing two-dimensional display technology or the stereoscopic display technology realized by a three-dimensional display device wearing the visual tool, the naked eye stereoscopic display has better user experience.
However, the quality requirement of naked eye stereoscopic display on image display is very high, the existing stereoscopic display equipment lacks complete and comprehensive stereoscopic display effect detection, and the standardized evaluation research on the key parameters of the naked eye stereoscopic display is relatively delayed, so that the quality and the visual effect of the naked eye stereoscopic products at the present stage are not uniform. For example, in the autostereoscopic display, left and right eye images are separately displayed on a display, and then are respectively matched to two eyes of a viewer. When the matching is damaged, the left and right eye images are mistakenly transmitted, and crosstalk is generated. The crosstalk rate is used as the most important evaluation index of the stereo display technology, and more than half of audiences can generate visual discomfort when reaching 5 percent; if the crosstalk ratio exceeds 10%, a case where the stereoscopic image is difficult to be merged in the brain of the viewer occurs.
Therefore, how to more conveniently and accurately evaluate the display effect and the crosstalk degree of the stereoscopic display is an urgent problem to be solved in the current evaluation of the stereoscopic display, so that the quality of a naked eye stereoscopic display product is better standardized, and the technical development of the naked eye stereoscopic display product is promoted.
The existing evaluation method comprises the following steps: on a set fixed point, a single camera is used for shooting red and green stripes with a specific rule on a screen, and the result of qualification or non-qualification is given by analyzing the definition degree of a red and green boundary and whether the boundary is a straight line or not and the purity of red and green.
However, this method is only suitable for evaluating the effect of a small-sized stereoscopic whole device, the large-sized 3D display module is affected by the problems of size and equipment precision, and the flatness and uniformity are much lower than those of the small-sized stereoscopic module.
Therefore, the existing naked eye display device testing technology still needs to be improved and developed.
Disclosure of Invention
In view of this, the invention provides a method and a device for evaluating a display effect of a stereoscopic display device and an evaluation terminal, which can solve the problem that the prior art cannot accurately measure the stereoscopic display effect of a large-size stereoscopic display device.
In a first aspect, an embodiment of the present invention provides a method for evaluating a display effect of a stereoscopic display device, where the method includes the following steps:
the method comprises the steps that a spatial attitude stereoscopic display effect evaluation view acquired by an image acquisition device is acquired, wherein the spatial attitude stereoscopic display effect evaluation view comprises a left view and a right view, the image acquisition device acquires the spatial attitude stereoscopic display effect evaluation view displayed by a stereoscopic display device according to a preset spatial attitude at a preset spatial test position, the preset spatial test position comprises at least two preset spatial attitudes, and the stereoscopic display device determines position information corresponding to the preset spatial test position and performs stereoscopic display according to the position information to display the spatial attitude stereoscopic display effect evaluation view;
acquiring a spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation view;
and determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the evaluation value of the stereoscopic display effect of the spatial attitude of the stereoscopic display device.
In a second aspect, an embodiment of the present invention provides a display effect evaluation device for a stereoscopic display device, including:
the stereoscopic display device comprises a first acquisition unit, a second acquisition unit and a display unit, wherein the first acquisition unit is used for acquiring a spatial attitude stereoscopic display effect evaluation view acquired by an image acquisition device, the spatial attitude stereoscopic display effect evaluation view comprises a left view and a right view, the image acquisition device acquires the spatial attitude stereoscopic display effect evaluation view displayed by the stereoscopic display device according to a preset spatial attitude at a preset spatial test position, the preset spatial test position comprises at least two preset spatial attitudes, and the stereoscopic display device determines position information corresponding to the preset spatial test position and performs stereoscopic display according to the position information to display the spatial attitude stereoscopic display effect evaluation view;
the first analysis unit is used for acquiring a spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation view;
and the evaluation unit is used for determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device.
In a third aspect, an embodiment of the present invention further provides an evaluation terminal for evaluating a display effect of a stereoscopic display device, including:
at least one processor; and the number of the first and second groups,
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the stereoscopic display apparatus display effect evaluation method as described above.
In a fourth aspect, the embodiment of the present invention further provides a computer-readable storage medium, where computer-executable instructions are stored, and the computer-executable instructions are configured to enable an evaluation terminal to execute the method for evaluating the display effect of the stereoscopic display device as described above.
The beneficial effects of the embodiment of the invention are as follows: the display effect evaluation method, the display effect evaluation device and the evaluation terminal of the stereoscopic display device provided in the embodiments of the present invention acquire a spatial attitude stereoscopic display effect evaluation view acquired by an image acquisition device, wherein the spatial attitude stereoscopic display effect evaluation view includes a left view and a right view, the image acquisition device acquires a spatial attitude stereoscopic display effect evaluation view displayed by the stereoscopic display device at a predetermined spatial test position according to a predetermined spatial attitude, the predetermined spatial test position includes at least two types, the stereoscopic display device determines position information corresponding to the predetermined spatial test position and performs stereoscopic display according to the position information to display the spatial attitude stereoscopic display effect evaluation view; acquiring a spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation view; and finally, determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device. That is to say, the image acquisition device is used for simulating the human eyes of the viewer, namely, the viewer is simulated to watch at different watching positions and different watching postures, and the acquired view can represent the visual perception of the viewer at different watching positions and different watching postures, namely, the stereoscopic display effect of the stereoscopic display device aiming at different watching positions and different watching postures is represented, so that the acquired view at different watching positions and different watching postures is comprehensively utilized, the naked eye stereoscopic display overall effect including the key indexes such as crosstalk rate, color purity and the like and presented by the stereoscopic display device corresponding to different watching postures and different watching positions can be accurately evaluated, and the evaluation result is more accurate and comprehensive.
Drawings
Fig. 1 is a general flowchart of a method for evaluating a display effect of a stereoscopic display device according to an embodiment of the present invention;
fig. 2 is a schematic flow chart illustrating a process of obtaining a spatial posture stereoscopic display effect evaluation value of a stereoscopic display device according to a spatial posture stereoscopic display effect evaluation view according to an embodiment of the present invention;
fig. 3 is a general flowchart of another method for evaluating a display effect of a stereoscopic display device according to an embodiment of the present invention;
fig. 4 is a schematic flow chart illustrating a process of obtaining a spatial motion stereoscopic display effect evaluation value of a stereoscopic display device according to a spatial motion stereoscopic display effect evaluation view according to an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a display effect evaluation device of a stereoscopic display device according to an embodiment of the present invention;
fig. 6 is a schematic diagram of a hardware structure of an evaluation terminal according to an embodiment of the present invention;
fig. 7 is a schematic structural diagram of a display effect evaluation system of a stereoscopic display device according to an embodiment of the present invention;
FIG. 8 is a diagram illustrating an exemplary distribution of predetermined spatial test locations provided by an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The method for evaluating the display effect of the stereoscopic display device is used for evaluating the stereoscopic display effect of the stereoscopic display device, and is a method for simulating eyes of a viewer by using an image acquisition device, namely simulating the viewer to watch, acquiring stereoscopic evaluation pictures displayed by the stereoscopic display device to be evaluated at least two preset space test positions according to at least two preset space postures to obtain an evaluation view, and evaluating the display effect of the stereoscopic display device based on all the evaluation views acquired by the image acquisition device. The image acquisition device simulates human eyes of a viewer, and the obtained view can represent the visual perception of the viewer at different viewing positions and different viewing postures, namely represents the stereoscopic display effect of the stereoscopic display device aiming at different viewing positions and different viewing postures, so that the acquired view at different viewing positions and different viewing postures can be comprehensively utilized, the naked eye stereoscopic display overall effect including key indexes such as crosstalk rate, color purity and the like and presented by the stereoscopic display device corresponding to different viewing postures and different viewing positions can be accurately evaluated, and the obtained evaluation result is more accurate and comprehensive.
The method, the device and the terminal for evaluating the display effect of the stereoscopic display device provided by the embodiment of the invention are not limited by the specific structure and the process precision of the stereoscopic display device when the stereoscopic display effect of the stereoscopic display device is evaluated, and can be suitable for naked eye stereoscopic display devices of any types and sizes, and are particularly suitable for stereoscopic display devices with a viewing position tracking function. The viewing position tracking function means that the stereoscopic display device can track the viewing position of a viewer in real time, for example, face tracking is performed on the viewer to determine a face feature position as the viewing position of the viewer, and then left-eye views and right-eye views (namely, an arrangement diagram) are arranged on the display panel according to the viewing position to perform naked-eye stereoscopic display. For the viewing position tracking function and the arrangement, reference is made in detail to the prior art and will not be described in detail here.
The embodiments of the present invention will be further explained with reference to the drawings.
Fig. 1 is a schematic flow chart of a method for evaluating a display effect of a stereoscopic display device according to an embodiment of the present invention, referring to fig. 1, the method includes, but is not limited to, the following steps:
step 110: and acquiring a spatial attitude stereoscopic display effect evaluation view acquired by the image acquisition device.
In this embodiment, the "image capturing device" may be any device capable of simulating human eyes to capture images of a stereoscopic picture presented by a stereoscopic display device, for example, two cameras capable of controlled movement, i.e. left and right binocular cameras, generally include a left eye image capturing device and a right eye image capturing device.
The "spatial attitude stereoscopic display effect evaluation view" is an evaluation view displayed by the stereoscopic display device and acquired by the image acquisition device at a predetermined spatial test position according to a predetermined spatial attitude, and includes a left view and a right view, i.e., a left eye view and a right eye view.
The three-dimensional display device carries out three-dimensional display on the evaluation view, and the image acquisition device acquires the evaluation view according to a preset space posture at a preset space test position to obtain the evaluation view with the three-dimensional display effect of the space posture.
In the stereoscopic display device having the tracking function, the viewing position of the viewer is tracked during the stereoscopic display, that is, the positions of both eyes of the viewer are determined, and the stereoscopic display is performed based on the positions of both eyes. In the embodiment of the invention, the stereoscopic display device may track position information of the image acquisition device (i.e., position information of the predetermined spatial test position), present the evaluation view based on the tracked position information, and acquire the evaluation view according to a predetermined spatial posture at the predetermined spatial test position by the image acquisition device to obtain the spatial posture stereoscopic display effect evaluation view.
Namely, the test view presented by the stereo display device and the spatial attitude stereo display effect evaluation view collected by the image collection device have a corresponding relationship.
For example, when the image capturing device moves to a predetermined spatial test position, the stereoscopic display device outputs a stereoscopic display image corresponding to the predetermined spatial test position, and at this time, the left image capturing device and the right image capturing device respectively capture a left view of the stereoscopic display image and a right view of the stereoscopic display image according to a predetermined spatial posture. In the present embodiment, the "stereoscopic display screen", "left view of the stereoscopic display screen", and "right view of the stereoscopic display screen" are each referred to as a spatial-attitude stereoscopic display effect evaluation view.
In order to simulate the effect of different viewing positions (i.e. different spatial test positions) on the stereoscopic display effect of the stereoscopic display device, in the embodiment, the predetermined spatial test positions include at least two. The "predetermined spatial test position" may be set according to a viewing position of a user when the stereoscopic display device is actually used.
In order to simulate the stereoscopic display effect of the stereoscopic display device presented for different spatial observation postures, in the embodiment, the predetermined spatial postures include at least two kinds. In practical applications, the predetermined spatial attitude may be set including, but not limited to:
a front view gesture for simulating a gesture in which a user is viewing a display screen of the stereoscopic display device;
the head twisting gesture is used for simulating the gesture of watching the user after the head of the user rotates by taking the vertical direction as an axis;
and a head-off posture for simulating a posture of the user's head viewed after rotating about an axis perpendicular to the display screen.
In this embodiment, the image capturing device may be first controlled to capture a spatial posture stereoscopic display effect evaluation view at each predetermined spatial test position in a front-view posture, a head-twisted posture and a head-skewed posture respectively (that is, the spatial posture stereoscopic display effect evaluation view corresponding to the front-view posture, the head-twisted posture and the head-skewed posture is obtained at each predetermined spatial position); and then, the spatial attitude stereoscopic display effect evaluation view acquired by the image acquisition device is sent to an evaluation terminal, and the evaluation terminal executes the following steps 120 to 130 based on the spatial attitude stereoscopic display effect evaluation views.
Step 120: and acquiring a spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation view.
In this embodiment, after the spatial posture stereoscopic display effect evaluation views are acquired, the spatial posture stereoscopic display effect evaluation views are analyzed, and a numerical value for evaluating the stereoscopic display effect of the stereoscopic display device, which is the spatial posture stereoscopic display effect evaluation value of the stereoscopic display device, is obtained by integrating all analysis results.
Specifically, in one embodiment, a specific implementation manner of obtaining the spatial posture stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial posture stereoscopic display effect evaluation view may be as shown in fig. 2, which includes, but is not limited to, the following steps:
step 121: and obtaining a three-dimensional display effect evaluation value corresponding to each preset space test position under each preset space posture according to the three-dimensional display effect evaluation view of each preset space test position under each preset space posture.
In this embodiment, any one or more attributes of the stereoscopic display effect may be selected to evaluate the stereoscopic display device, for example, the stereoscopic display device may be evaluated based on any one or more attributes of brightness, contrast, color temperature, color gamut, color purity, crosstalk, and the like. And correspondingly presenting different spatial attitude stereoscopic display effect evaluation views by the stereoscopic display device corresponding to the selected different attributes, and analyzing the acquired spatial attitude stereoscopic display effect evaluation views by the evaluation terminal correspondingly by adopting different analysis methods.
Among the attributes of the stereoscopic display effect, color purity and crosstalk are the most critical factors affecting the stereoscopic display effect, so in this embodiment, the color purity and crosstalk can be selected as the criteria for evaluating the stereoscopic display effect of the stereoscopic display device. At this time, the stereoscopic display device correspondingly presents a spatial posture stereoscopic display effect evaluation view for analyzing color purity and crosstalk, for example, after the stereoscopic display device determines the position information of the image acquisition device, a stereoscopic display picture (for example, a left-red-right-green stereoscopic display picture) including two colors is presented based on the position information, and the left image acquisition device acquires a picture (for example, a full-red picture) of one color and the right image acquisition device acquires a picture (for example, a full-green picture) of the other color, so that the evaluation terminal performs color purity analysis and crosstalk analysis based on the two acquired single-color pictures (for example, the full-red picture and the full-green picture) which are respectively independent.
Based on this, the specific implementation of this step 121 may be:
(1) and carrying out color purity detection and crosstalk detection on the left view and the right view of the spatial attitude stereoscopic display effect evaluation view at each preset spatial test position under each preset spatial attitude, and acquiring color purity analysis values and crosstalk analysis values of the left view and the right view.
In this embodiment, when obtaining the color purity analysis value and the crosstalk analysis value of the left view and the right view, it is necessary to first determine an analysis region of the left view and an analysis region of the right view. The analysis area is an effective area of the evaluation view displayed by the stereoscopic display device in the spatial posture stereoscopic display effect evaluation view acquired by the image acquisition device.
Therefore, in this embodiment, the specific implementation manner of performing color purity detection and crosstalk detection on the left view and the right view of the spatial posture stereoscopic display effect evaluation view at each predetermined spatial test position in each predetermined spatial posture to obtain the color purity analysis value and the crosstalk analysis value of the left view and the right view may be as follows:
for the left view: firstly, determining an analysis area of a left view, then detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and finally determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure BDA0001533247550000091
wherein the content of the first and second substances,
Figure BDA0001533247550000092
representing the color purity analysis value of the left view of the jth predetermined spatial test position in the kth predetermined spatial pose,
Figure BDA0001533247550000101
a crosstalk analysis value representing a left view of a jth predetermined spatial test position at a kth predetermined spatial attitude; wLWidth of the analysis area for left view, HLAnalyzing the height of the region for the left view, CLFor dominant colours of individual pixels in the left view analysis regionColor component value, ∑ CLThe sum of the color components of the dominant colors of all the pixel points in the left view analysis region, MLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLAnd the sum of the color components of the crosstalk colors of all the pixel points in the left view analysis area is obtained.
For the right view: firstly, determining an analysis area of the right view, then detecting the color component value of the dominant color and the color component value of the crosstalk color of each pixel point in the analysis area, and finally determining the color purity analysis value and the crosstalk analysis value of the right view according to the detected color component values of the dominant color and the crosstalk color through the following formulas:
Figure BDA0001533247550000102
wherein the content of the first and second substances,
Figure BDA0001533247550000103
representing a color purity analysis value of a right view of a jth predetermined spatial test position in a kth predetermined spatial pose,
Figure BDA0001533247550000104
a crosstalk analysis value, W, representing a right view of a jth predetermined spatial test position in a kth predetermined spatial poseRWidth of the analysis area for the right view, HRAnalyzing the height of the region for the right view, CRColor component values, Σ C, of the dominant colors of a single pixel in the right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis region, MRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRAnd the sum of the color components of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
Note that, in the present embodiment, the width (W) of the analysis regionLAnd WR) And height (H)LAnd HR) Are values of pixel space (e.g., W)LRepresenting left view analysis area in widthThe number of upward pixels), and the color component value of the dominant color is the highest value (255) by default in the most ideal state, and the color component value of the crosstalk color is the highest value (255) by default in the worst state.
Therefore, in this embodiment, the color purity analysis value of the left view/right view can be obtained by directly comparing the actually obtained color component sum of the dominant color in the left view/right view with the default color component value sum of the dominant color in the optimal state; and directly comparing the actually acquired color component sum of the crosstalk colors in the left view/the right view with the color component sum of the crosstalk colors in the default worst state to obtain the crosstalk analysis value of the left view/the right view.
Or, in other embodiments, in order to improve the detection accuracy, another implementation may also be used to perform color purity detection and crosstalk detection on the left view and the right view of the spatial posture stereoscopic display effect evaluation view at each predetermined spatial test position in each predetermined spatial posture, so as to obtain a color purity analysis value and a crosstalk analysis value of the left view and the right view. This embodiment differs from the above embodiment in that: in this embodiment, the color purity analysis value and the crosstalk analysis value of the left view are determined by the following formulas:
Figure BDA0001533247550000111
wherein, CLColor component value, Σ C, of a dominant color of a single pixel in a left view analysis regionLThe sum of the color components of the dominant colors of all the pixel points in the left view analysis region, MLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLThe sum of color components of crosstalk colors of all pixel points in the left view analysis area is obtained;
Figure BDA0001533247550000112
analyzing a color component reference value of a dominant color of a single pixel point in the area for the left view;
Figure BDA0001533247550000113
the sum of the reference values of the color components of the dominant colors of all the pixel points in the left view analysis area is obtained;
Figure BDA0001533247550000114
analyzing a color component reference value of crosstalk colors of a single pixel point in the area for the left view;
Figure BDA0001533247550000115
and the sum of the reference values of the color components of the crosstalk colors of all the pixel points in the left view analysis area is obtained.
And the number of the first and second groups,
determining a color purity analysis value and a crosstalk analysis value of the right view by the following formulas:
Figure BDA0001533247550000116
wherein, CRColor component values, Σ C, of the dominant colors of a single pixel in the right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis region, MRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRThe sum of color components of crosstalk colors of all pixel points in the right view analysis area is obtained;
Figure BDA0001533247550000121
a color component reference value of a dominant color of a single pixel point for the right view analysis region,
Figure BDA0001533247550000122
the sum of the color component reference values of the dominant colors of all the pixel points in the right view analysis region,
Figure BDA0001533247550000123
a color component reference value of crosstalk color for a single pixel point of the right view analysis region,
Figure BDA0001533247550000124
and the sum of the reference values of the color components of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
In this embodiment mode, the "color component reference value"
Figure BDA0001533247550000125
The color component value of a single color at a single pixel point in the left view/right view collected by the image collection device is measured when the evaluation view presented by the stereoscopic display device is a single-color picture. Therefore, it can be understood that, in order to implement this embodiment, when the image capturing device is moved to a certain predetermined spatial test position, the stereoscopic display device independently presents a stereoscopic display picture including only one of the two colors in addition to a stereoscopic display picture including two colors, respectively, so that the left and right image capturing devices acquire a left view and a right view for analyzing the color component reference value.
In this embodiment, the color purity analysis value of the left/right view is obtained by comparing the sum of the color components of the dominant color in the left/right view that is actually obtained with the sum of the color component reference values of the dominant color that is actually obtained; and comparing the color component sum of the crosstalk color in the actually acquired left view/right view with the color component reference value sum of the actually acquired crosstalk color to acquire a crosstalk analysis value of the left view/right view, so that the detection precision can be improved.
In addition, in the above embodiment, for the left view, the "dominant color" is the color of the picture acquired by the left image acquisition device in an ideal state, and the "crosstalk color" is the color of the picture acquired by the right image acquisition device in an ideal state; for the right view, the "dominant color" is the color of the picture acquired by the right image acquisition device in the ideal state, and the "crosstalk color" is the color of the picture acquired by the left image acquisition device in the ideal state. For example, in an ideal state, the left image acquisition device acquires a full red picture, and the right image acquisition device acquires a full green picture, so that the dominant color of the left view is red, and the crosstalk color is green; but for the right view, the dominant color is green and the crosstalk color is red.
(2) And obtaining the stereoscopic display effect evaluation value of the left view according to the color purity analysis value and the crosstalk analysis value of the left view by the following formula:
Figure BDA0001533247550000131
wherein the content of the first and second substances,
Figure BDA0001533247550000132
and (3) representing the stereoscopic display effect evaluation value of the left view of the jth preset space test position under the kth preset space posture.
(3) And obtaining the stereoscopic display effect evaluation value of the right view according to the color purity analysis value and the crosstalk analysis value of the right view through the following formula:
Figure BDA0001533247550000133
wherein the content of the first and second substances,
Figure BDA0001533247550000134
and (3) representing the stereoscopic display effect evaluation value of the left view of the jth preset space test position under the kth preset space posture.
(4) And according to the three-dimensional display effect measurement and evaluation value of the left view and the three-dimensional display effect measurement and evaluation value of the right view, obtaining the three-dimensional display effect measurement and evaluation value corresponding to the preset space test position under the preset space posture to which the left view and the right view belong through the following formula:
Figure BDA0001533247550000135
wherein, BkjAnd the three-dimensional display effect evaluation value corresponding to the j preset space test position under the k preset space posture is represented.
Step 122: and obtaining the three-dimensional display effect test and evaluation value corresponding to each preset space posture according to the three-dimensional display effect test and evaluation value corresponding to each preset space test position under each preset space posture.
In this embodiment, the stereoscopic display effect evaluation value B corresponding to each predetermined spatial test position in each predetermined spatial posture is obtainedkjThen, according to the three-dimensional display effect evaluation values, a three-dimensional display effect evaluation value corresponding to each predetermined spatial posture is obtained, and the specific implementation manner may be: and accumulating the three-dimensional display effect measurement and evaluation values corresponding to the same preset spatial posture to obtain the three-dimensional display effect measurement and evaluation value corresponding to the preset spatial posture.
Or, considering that different predetermined spatial test positions have different influences on the stereoscopic display effect, in order to make the evaluation result more fit to the actual application scene, in some embodiments, the stereoscopic display effect evaluation value corresponding to each predetermined spatial posture may also be obtained through the following formula:
Figure BDA0001533247550000141
wherein S iskRepresenting the stereo display effect evaluation value corresponding to the k-th preset space posture, j representing the preset space test position, m test positions in total, bkjAnd the influence factor corresponding to the jth preset space test position under the kth preset space posture is represented and used for representing the sensitivity of the corresponding preset space test position to the evaluation result of the stereoscopic display effect.
Wherein, bkjThe value of (a) can be set according to the influence degree of the preset space test position corresponding to the space test position on the viewing experience of the viewer, and if the viewer pays attention to the viewing experience at one or more space test positions, a larger influence factor can be configured for the space test position.
Step 123: and obtaining the spatial attitude stereoscopic display effect measurement and evaluation value of the stereoscopic display device according to the stereoscopic display effect measurement and evaluation value corresponding to each preset spatial attitude.
In this embodiment, the spatial posture stereoscopic display effect evaluation value of the stereoscopic display device may be obtained by the following formula:
Figure BDA0001533247550000142
wherein S1 represents the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device, k represents the predetermined spatial attitude, n predetermined spatial attitudes are provided, akAnd representing the influence factor corresponding to the k-th preset space attitude, and being used for representing the sensitivity of the corresponding space attitude to the evaluation result of the stereoscopic display effect.
In this embodiment, the adopted spatial gestures may include a front-view gesture, a head-twisting gesture, and a head-tilting gesture, wherein, since the viewer mostly views the stereoscopic display device in the front-view gesture, the stereoscopic display effect evaluation value obtained based on the front-view gesture has a large influence on the evaluation result (i.e., the front-view gesture has a large sensitivity to the evaluation result of the stereoscopic display effect); the head-twisting posture and the head-tilting posture belong to accidental watching postures, so that the influence of the stereoscopic display effect evaluation value obtained under the head-twisting posture and the head-tilting posture on the evaluation result is relatively small (namely, the sensitivity of the head-twisting posture and the head-tilting posture on the evaluation result of the stereoscopic display effect is small). Thus, in some embodiments, a may be set according to the sensitivity of the three to the evaluation result1=2a2=2a3Wherein a is1Representing the frontal attitude influence factor, a2Representing the head-twist attitude influence factor, a3Representing the head-off attitude impact factor.
Step 130: and determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the evaluation value of the stereoscopic display effect of the spatial attitude of the stereoscopic display device.
In this embodiment, a corresponding relationship between the threshold ranges of the stereoscopic display effect evaluation values of different spatial attitudes and the evaluation levels may be pre-established, and when the stereoscopic display effect evaluation value of the stereoscopic display device is obtained, the evaluation level of the stereoscopic display effect of the stereoscopic display device may be determined by comparing the corresponding relationship with the threshold ranges of the stereoscopic display effect evaluation values of different spatial attitudes.
In order to facilitate detection, a first threshold may be set, and when the evaluation value of the stereoscopic display effect of the spatial attitude of the stereoscopic display device is greater than the first threshold, the evaluation level of the stereoscopic display effect of the stereoscopic display device is determined to be the first level. The first threshold may be set according to an actual application scenario or an empirical parameter, and the first level may be "pass". For example, when the evaluation value of the stereoscopic display effect of the spatial posture of the stereoscopic display device is greater than 0.8, the evaluation level of the stereoscopic display effect of the stereoscopic display device is determined to be passed.
Of course, it is understood that, in practical applications, any number of evaluation levels may be divided according to other suitable manners, and the embodiment of the present invention is not limited in this respect.
According to the technical scheme, the method for evaluating the display effect of the stereoscopic display device provided by the embodiment of the invention has the beneficial effects that: the naked eye stereoscopic display overall effect of key indexes including crosstalk rate, color purity and the like, which are presented by the stereoscopic display device corresponding to different viewing postures and different viewing positions, can be accurately evaluated, and the evaluation result is more accurate and comprehensive.
Further, in order to evaluate the tracking speed and the tailing effect of the stereoscopic display device, another method for evaluating the display effect of the stereoscopic display device is provided in the embodiments of the present invention, please refer to fig. 3, which includes, but is not limited to, the following steps:
step 210: and acquiring a spatial attitude stereoscopic display effect evaluation view acquired by the image acquisition device.
Step 220: and acquiring a spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation view.
In this embodiment, the steps 210 and 220 have the same technical features as the steps 110 and 120 in the above method embodiment, and therefore, the detailed description thereof is omitted here.
Step 230: and acquiring a spatial motion three-dimensional display effect evaluation view acquired by the image acquisition device.
In this embodiment, the "spatial motion stereoscopic display effect evaluation view" is an evaluation view obtained by acquiring an evaluation view displayed by a stereoscopic display device at a second predetermined spatial test position when the image acquisition device performs a predetermined spatial motion, and the evaluation view includes a left view and a right view. And after the evaluation view and the stereoscopic display device determine the position information corresponding to the second predetermined spatial test position, the evaluation view presented according to the position information has a one-to-one correspondence relationship, so in this embodiment, it is considered that the evaluation view presented by the stereoscopic display device according to the position information of the second predetermined spatial test position and the evaluation view collected by the image collection device belong to the same spatial motion stereoscopic display effect evaluation view. The spatial movement stereoscopic display effect evaluation view can simulate the stereoscopic display effect observed by a user in a movement state.
Wherein the "predetermined spatial movement" may include, but is not limited to: horizontal uniform motion, vertical uniform motion, and the like. The "second predetermined spatial test position" may be any one of the spatial test positions in the test space, and different second predetermined spatial test positions may be set corresponding to different predetermined spatial movements. Preferably, the second predetermined spatial test position may be a midpoint position in the direction of movement.
In particular, in order to make the evaluation result more accurate and comprehensive, in the present embodiment, the predetermined spatial movement used includes at least two kinds. In order to avoid the influence of the spatial pose on the test result, in step 230, the "spatial motion stereoscopic display effect evaluation view" is acquired by the image acquisition device in the front view pose all the time.
Specifically, in this embodiment, the specific implementation manner of obtaining the spatial motion stereoscopic display effect evaluation view collected by the image collection device may be as follows: and when the image acquisition device moves to a second preset space test position corresponding to each preset space motion, acquiring a space motion three-dimensional display effect evaluation view displayed by the three-dimensional display device at the second preset space test position corresponding to the preset space motion, and sending the view to the evaluation terminal.
Step 240: and acquiring a spatial motion three-dimensional display effect evaluation value of the three-dimensional display device according to the spatial motion three-dimensional display effect evaluation view.
In this embodiment, after all the spatial motion stereoscopic display effect evaluation views are acquired, the spatial motion stereoscopic display effect evaluation views are analyzed, and a numerical value for evaluating stereoscopic display effects related to motion states, such as tracking speed, dragging effect, and the like of the stereoscopic display device, is obtained by integrating all analysis results, where the numerical value is a spatial motion stereoscopic display effect evaluation value of the stereoscopic display device.
Specifically, in one embodiment, a specific implementation manner of obtaining the spatial motion stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial motion stereoscopic display effect evaluation view may be as shown in fig. 4, which includes, but is not limited to, the following steps:
step 241: and acquiring a stereoscopic display effect evaluation value corresponding to each preset spatial motion according to the stereoscopic display effect evaluation view corresponding to each preset spatial motion.
In this embodiment, the stereoscopic display effect evaluation view corresponding to each predetermined spatial motion corresponds to a stereoscopic display effect evaluation value, and a specific implementation manner of obtaining the stereoscopic display effect evaluation value corresponding to each predetermined spatial motion may be:
(1) and carrying out color purity detection and crosstalk detection on the left view and the right view of the stereoscopic display effect evaluation view corresponding to each preset space motion, and acquiring color purity analysis values and crosstalk analysis values of the left view and the right view.
Specifically, an embodiment of obtaining the color purity analysis value and the crosstalk analysis value of the left view and the right view may be:
for the left view: determining an analysis area of a left view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure BDA0001533247550000181
wherein the content of the first and second substances,
Figure BDA0001533247550000182
for the color purity analysis value of the left view corresponding to the d-th predetermined spatial motion,
Figure BDA0001533247550000183
analyzing the crosstalk value of the left view corresponding to the d-th preset spatial motion; wLWidth of the analysis area for left view, HLAnalyzing the height of the region for the left view, CLColor component value, Σ C, of a dominant color of a single pixel in a left view analysis regionLThe sum of the color components of the dominant colors of all the pixel points in the left view analysis region, MLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLAnd the sum of the color components of the crosstalk colors of all the pixel points in the left view analysis area is obtained.
For the right view: determining an analysis area of a right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure BDA0001533247550000184
wherein the content of the first and second substances,
Figure BDA0001533247550000185
for the color purity analysis value of the right view corresponding to the d-th predetermined spatial motion,
Figure BDA0001533247550000186
analyzing the crosstalk value of the right view corresponding to the d-th preset space motion; wRWidth of the analysis area for the right view, HRAnalyzing the height of the region for the right view, CRColor component values, Σ C, of the dominant colors of a single pixel in the right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis region, MRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRAnd the sum of the color components of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
Alternatively, in other embodiments, the implementation of obtaining the color purity analysis value and the crosstalk analysis value of the left view and the right view may also be:
for the left view: determining an analysis area of a left view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure BDA0001533247550000191
wherein the content of the first and second substances,
Figure BDA0001533247550000192
for the color purity analysis value of the left view corresponding to the d-th predetermined spatial motion,
Figure BDA0001533247550000193
analyzing the crosstalk value of the left view corresponding to the d-th preset spatial motion; cLColor component value, Σ C, of a dominant color of a single pixel in a left view analysis regionLThe sum of the color components of the dominant colors of all the pixel points in the left view analysis region, MLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLThe sum of color components of crosstalk colors of all pixel points in the left view analysis area is obtained;
Figure BDA0001533247550000194
analyzing a color component reference value of a dominant color of a single pixel point in the area for the left view;
Figure BDA0001533247550000195
the sum of the reference values of the color components of the dominant colors of all the pixel points in the left view analysis area is obtained;
Figure BDA0001533247550000196
analyzing a color component reference value of crosstalk colors of a single pixel point in the area for the left view;
Figure BDA0001533247550000197
and the sum of the reference values of the color components of the crosstalk colors of all the pixel points in the left view analysis area is obtained.
For the right view: determining an analysis area of a right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure BDA0001533247550000198
wherein the content of the first and second substances,
Figure BDA0001533247550000199
for the color purity analysis value of the right view corresponding to the d-th predetermined spatial motion,
Figure BDA00015332475500001910
crosstalk score for right view corresponding to d-th predetermined spatial motionAnalyzing the value; cRColor component values, Σ C, of the dominant colors of a single pixel in the right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis area is obtained; mRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRThe sum of color components of crosstalk colors of all pixel points in the right view analysis area is obtained;
Figure BDA0001533247550000201
analyzing a color component reference value of a dominant color of a single pixel point in the area for the right view;
Figure BDA0001533247550000202
the sum of the reference values of the color components of the dominant colors of all the pixel points in the right view analysis area is obtained;
Figure BDA0001533247550000203
analyzing a color component reference value of crosstalk colors of a single pixel point in the area for the right view;
Figure BDA0001533247550000204
and the sum of the color component reference values of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
(2) Acquiring a three-dimensional display effect evaluation value of the left view according to the color purity analysis value and the crosstalk analysis value of the left view by the following formula;
Figure BDA0001533247550000205
wherein the content of the first and second substances,
Figure BDA0001533247550000206
and representing the stereoscopic display effect evaluation value of the left view corresponding to the d-th preset spatial motion.
(3) And obtaining the stereoscopic display effect evaluation value of the right view according to the color purity analysis value and the crosstalk analysis value of the right view through the following formula:
Figure BDA0001533247550000207
wherein the content of the first and second substances,
Figure BDA0001533247550000208
and representing the stereoscopic display effect evaluation value of the right view corresponding to the d-th preset spatial motion.
(4) And according to the three-dimensional display effect evaluation value of the left view and the three-dimensional display effect evaluation value of the right view, obtaining the three-dimensional display effect evaluation values corresponding to the preset spatial motion to which the left view and the right view belong by the following formula:
Figure BDA0001533247550000209
wherein D isdAnd representing the stereoscopic display effect evaluation value corresponding to the d-th preset spatial motion.
In addition, it is understood that this step 241 has similar technical features to the step 121 in the above embodiment, and therefore, the specific implementation manner described in the step 121 is also applicable to this step 241, and will not be described in detail here.
Step 242: and obtaining the spatial movement stereoscopic display effect evaluation value of the stereoscopic display device according to the stereoscopic display effect evaluation value corresponding to each preset spatial movement.
In this embodiment, the spatial motion stereoscopic display effect evaluation value of the stereoscopic display device may be obtained according to the stereoscopic display effect evaluation value corresponding to each predetermined spatial motion by the following formula:
Figure BDA0001533247550000211
wherein S2 represents a spatial motion stereoscopic display effect evaluation value of the stereoscopic display device; d represents a predetermined spatial motion, and n predetermined spatial motions are total.
For example, assume that the predetermined spatial motion comprises: move at a constant speed in the horizontal direction,Uniform motion in the vertical direction and uniform motion in the vertical direction; obtaining a three-dimensional display effect evaluation value D corresponding to the uniform motion in the horizontal direction1And the measured value of the three-dimensional display effect corresponding to the uniform motion in the vertical direction is D2And the measured value of the three-dimensional display effect corresponding to the uniform motion in the vertical direction is D3Then, the spatial motion stereoscopic display effect evaluation value S2 of the stereoscopic display device is (D)1+D2+D3)/3。
Step 250: and determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device and the spatial movement stereoscopic display effect evaluation value of the stereoscopic display device.
In this embodiment, the evaluation result of the stereoscopic display effect of the stereoscopic display device is determined by the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device and the spatial movement stereoscopic display effect evaluation value of the stereoscopic display device.
In one embodiment, it may be set that when the spatial posture stereoscopic display effect evaluation value S1 of the stereoscopic display device is greater than a first preset value and the spatial motion stereoscopic display effect evaluation value S2 thereof is greater than a second preset value, the evaluation level of the stereoscopic display effect of the stereoscopic display device is determined to be a first level (e.g., qualified), otherwise, the evaluation level of the stereoscopic display effect of the stereoscopic display device is determined to be a second level (e.g., unqualified). The first preset value and the second preset value can also be stored in the evaluation terminal in advance and set by an evaluation person according to actual requirements.
Of course, in practical applications, the specific embodiment of determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the spatial posture stereoscopic display effect evaluation value of the stereoscopic display device and the spatial motion stereoscopic display effect evaluation value of the stereoscopic display device is not limited to the above-mentioned embodiment, and for example, the evaluation level of the stereoscopic display effect of the stereoscopic display device may be determined according to the sum or weighted average of the spatial posture stereoscopic display effect evaluation value S1 and the spatial motion stereoscopic display effect evaluation value S2 of the stereoscopic display device.
According to the technical scheme, the method for evaluating the display effect of the stereoscopic display device provided by the embodiment of the invention has the beneficial effects that: the method can accurately evaluate the whole naked eye stereoscopic display effect of the stereoscopic display device corresponding to different viewing postures and key indexes such as crosstalk rate and color purity presented by different viewing positions based on the spatial posture stereoscopic display effect evaluation view, and can also evaluate the stereoscopic display effect of the stereoscopic display device with dynamic effects such as tracking speed and dragging effect based on the spatial motion stereoscopic display effect evaluation view.
Fig. 5 is a device for evaluating display effect of a stereoscopic display device according to an embodiment of the present invention, referring to fig. 5, the device 5 includes:
the first obtaining unit 51 is configured to obtain a spatial posture stereoscopic display effect evaluation view collected by an image collection device, where the spatial posture stereoscopic display effect evaluation view includes a left view and a right view, the image collection device collects, at a predetermined spatial test position, a spatial posture stereoscopic display effect evaluation view displayed by the stereoscopic display device according to a predetermined spatial posture, the predetermined spatial test position includes at least two types, the stereoscopic display device determines position information corresponding to the predetermined spatial test position and performs stereoscopic display according to the position information to display the spatial posture stereoscopic display effect evaluation view; wherein, in some embodiments, the preset spatial gesture comprises: a head-up attitude, a head-twisted attitude, and a head-biased attitude.
A first analyzing unit 52, configured to obtain a spatial posture stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial posture stereoscopic display effect evaluation view;
and the evaluation unit 53 is configured to determine an evaluation level of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device.
In this embodiment, first, the first obtaining unit 51 obtains a spatial posture stereoscopic display effect evaluation view collected by the image collecting device; then, in the first analysis unit 52, according to the spatial posture stereoscopic display effect evaluation view, a spatial posture stereoscopic display effect evaluation value of the stereoscopic display device is obtained; and finally, the evaluation unit 53 determines the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the evaluation value of the stereoscopic display effect of the spatial attitude of the stereoscopic display device.
In some embodiments, the first analysis unit 52 specifically includes: a first analysis module 521, a second analysis module 522, and a third analysis module 523.
The first analysis module 521 is configured to obtain a stereoscopic display effect evaluation value corresponding to each predetermined spatial test position in each predetermined spatial posture according to the spatial posture stereoscopic display effect evaluation view of each predetermined spatial test position in each predetermined spatial posture.
Specifically, the first analysis module 521 includes: a first analysis submodule 5211, a first calculation submodule 5212, a second calculation submodule 5213 and a third calculation submodule 5214.
The first analysis submodule 5211 is configured to perform color purity detection and crosstalk detection on the left view and the right view of the spatial attitude stereoscopic display effect evaluation view at each predetermined spatial test position in each predetermined spatial attitude, and acquire a color purity analysis value and a crosstalk analysis value of the left view and the right view. The method specifically comprises the following steps:
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure BDA0001533247550000231
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure BDA0001533247550000241
alternatively, the first and second electrodes may be,
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure BDA0001533247550000242
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure BDA0001533247550000243
wherein, WLFor the width of the left view analysis region, HLAnalyzing the height of the area for the left view, CLColor component values, Σ C, for the dominant colors of individual pixel points in said left view analysis regionLA sum of color components, M, of dominant colors of all pixel points in the left view analysis regionLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLThe sum of the color components of the crosstalk colors for all the pixel points in the left view analysis region,
Figure BDA0001533247550000244
a color component reference value of a dominant color of a single pixel point for the left view analysis region,
Figure BDA0001533247550000245
a sum of the color component reference values of the dominant colors for all the pixels in the left view analysis region,
Figure BDA0001533247550000246
a color component reference value of crosstalk color for a single pixel point of the left view analysis region,
Figure BDA0001533247550000247
the sum of the color quantity reference values of crosstalk color components of all pixel points in the left view analysis area is obtained;
wherein, WRFor the width of the right view analysis region, HRAnalyzing the height of the region for the right view, CRColor component values, Σ C, of the dominant colors of individual pixel points in said right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis region,
Figure BDA0001533247550000251
a color component reference value of a dominant color of a single pixel point for the right view analysis region,
Figure BDA0001533247550000252
a sum of color component reference values, M, of dominant colors of all pixel points in the right view analysis regionRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRThe sum of the color components of the crosstalk colors of all the pixel points in the right view analysis area,
Figure BDA0001533247550000253
a color component reference value of crosstalk color for a single pixel point of the right view analysis region,
Figure BDA0001533247550000254
and the sum of the reference values of the color components of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
The first calculating submodule 5212 is configured to obtain a stereoscopic display effect evaluation value of the left view according to the color purity analysis value and the crosstalk analysis value of the left view by using the following formula:
Figure BDA0001533247550000255
wherein the content of the first and second substances,
Figure BDA0001533247550000256
for the color purity analysis value of the left view of the jth predetermined spatial test position in the kth predetermined spatial pose,
Figure BDA0001533247550000257
for the cross-talk analysis value of the left view of the jth predetermined spatial test position at the kth predetermined spatial pose,
Figure BDA0001533247550000258
the three-dimensional display effect evaluation value of the left view of the jth preset space test position under the kth preset space posture is obtained;
the second calculating submodule 5213 is configured to obtain a stereoscopic display effect evaluation value of the right view according to the color purity analysis value and the crosstalk analysis value of the right view by using the following formula:
Figure BDA0001533247550000259
wherein the content of the first and second substances,
Figure BDA00015332475500002510
for the color purity analysis value of the right view of the jth predetermined spatial test position in the kth predetermined spatial pose,
Figure BDA00015332475500002511
for the jth predetermined spatial test position under the kth predetermined spatial attitudeThe cross-talk analysis value of the right view of (1),
Figure BDA00015332475500002512
the three-dimensional display effect evaluation value of the right view of the jth preset space test position under the kth preset space posture is obtained;
the third calculation submodule 5214 is configured to obtain, according to the stereoscopic display effect measurement and evaluation value of the left view and the stereoscopic display effect measurement and evaluation value of the right view, a stereoscopic display effect measurement and evaluation value corresponding to a predetermined spatial test position in a predetermined spatial posture to which the left view and the right view belong by using the following formula:
Figure BDA0001533247550000261
the second analysis module 522 is configured to obtain a stereoscopic display effect evaluation value corresponding to each predetermined spatial posture according to the stereoscopic display effect evaluation value corresponding to each predetermined spatial test position under each predetermined spatial posture. Specifically, the second analysis module 522 is specifically configured to: according to the three-dimensional display effect test and evaluation value corresponding to each preset space test position under each preset space posture, obtaining the three-dimensional display effect test and evaluation value corresponding to each preset space posture through the following formula:
Figure BDA0001533247550000262
where j denotes a predetermined spatial test position, a total of m test positions, BkjRepresenting the stereoscopic display effect evaluation value corresponding to the jth predetermined spatial test position under the kth predetermined spatial attitude, bkjAnd representing the influence factor corresponding to the j preset space test position under the k preset space posture.
The third analyzing module 523 is configured to obtain the spatial posture stereoscopic display effect measurement and evaluation value of the stereoscopic display device according to the stereoscopic display effect measurement and evaluation value corresponding to each predetermined spatial posture by using the following formula:
Figure BDA0001533247550000263
where k denotes a predetermined spatial attitude, n predetermined spatial attitudes being present in total, akRepresenting the corresponding influence factor, S, of the k-th predetermined spatial attitudekAnd S1 represents the stereo display effect evaluation value corresponding to the k-th preset space posture, and the stereo display effect evaluation value of the stereo display device is represented by the space posture.
Further, in other embodiments, the apparatus 5 further comprises a second acquisition unit 54 and a second analysis unit 55. In this embodiment, the evaluation unit 53 is specifically configured to: and determining the evaluation grade of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device and the spatial movement stereoscopic display effect evaluation value of the stereoscopic display device.
The second obtaining unit 54 is configured to obtain a spatial motion stereoscopic display effect evaluation view collected by an image collecting device, where the spatial motion stereoscopic display effect evaluation view includes a left view and a right view, the image collecting device performs predetermined spatial motion, and when the image collecting device moves to a second predetermined spatial test position, the spatial motion stereoscopic display effect evaluation view displayed by the stereoscopic display device is collected at the second predetermined spatial test position, where the predetermined spatial motion includes at least two types, and the stereoscopic display device determines position information corresponding to the second predetermined spatial test position and displays the spatial motion stereoscopic display effect evaluation view according to the position information. In some embodiments, the predetermined spatial motion includes a horizontal uniform motion, a vertical uniform motion, and a vertical uniform motion.
The second analysis unit 55 is configured to obtain a spatial motion stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial motion stereoscopic display effect evaluation view.
Wherein the second analysis unit 55 comprises: a fourth analysis module 551 and a fifth analysis module 552.
The fourth analysis module 551 is configured to obtain a stereoscopic display effect evaluation value corresponding to each predetermined spatial motion according to the stereoscopic display effect evaluation view corresponding to each predetermined spatial motion.
In particular, the fourth analysis module 551 includes a second analysis submodule 5511, a fourth calculation submodule 5512, a fifth calculation submodule 5513, and a sixth calculation submodule 5514.
The second analysis sub-module 5511 is configured to perform color purity detection and crosstalk detection on the left view and the right view of the stereoscopic display effect evaluation view corresponding to each of the predetermined spatial motions, and obtain a color purity analysis value and a crosstalk analysis value of the left view and the right view. The method specifically comprises the following steps:
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure BDA0001533247550000271
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure BDA0001533247550000281
alternatively, the first and second electrodes may be,
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure BDA0001533247550000282
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure BDA0001533247550000283
wherein, WLFor the width of the left view analysis region, HLAnalyzing the height of the area for the left view, CLColor component values, Σ C, for the dominant colors of individual pixel points in said left view analysis regionLA sum of color components, M, of dominant colors of all pixel points in the left view analysis regionLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLThe sum of the color components of the crosstalk colors for all the pixel points in the left view analysis region,
Figure BDA0001533247550000284
a color component reference value of a dominant color of a single pixel point for the left view analysis region,
Figure BDA0001533247550000285
a sum of the color component reference values of the dominant colors for all the pixels in the left view analysis region,
Figure BDA0001533247550000286
a color component reference value of crosstalk color for a single pixel point of the left view analysis region,
Figure BDA0001533247550000287
the sum of the color quantity reference values of crosstalk color components of all pixel points in the left view analysis area is obtained;
wherein, WRFor the width of the right view analysis region, HRAnalyzing the height of the region for the right view, CRColor component values, Σ C, of the dominant colors of individual pixel points in said right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis region,
Figure BDA0001533247550000291
a color component reference value of a dominant color of a single pixel point for the right view analysis region,
Figure BDA0001533247550000292
a sum of color component reference values, M, of dominant colors of all pixel points in the right view analysis regionRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRThe sum of the color components of the crosstalk colors of all the pixel points in the right view analysis area,
Figure BDA0001533247550000293
a color component reference value of crosstalk color for a single pixel point of the right view analysis region,
Figure BDA0001533247550000294
and the sum of the reference values of the color components of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
The fourth calculating submodule 5512 is configured to obtain, according to the color purity analysis value and the crosstalk analysis value of the left view, a stereoscopic display effect evaluation value of the left view according to the following formula:
Figure BDA0001533247550000295
wherein the content of the first and second substances,
Figure BDA0001533247550000296
for the color purity analysis value of the left view corresponding to the d-th predetermined spatial motion,
Figure BDA0001533247550000297
for the crosstalk analyzed value of the left view corresponding to the d-th predetermined spatial motion,
Figure BDA0001533247550000298
the stereoscopic display effect evaluation value of the left view corresponding to the d-th preset spatial motion is measured;
the fifth calculating submodule 5513 is configured to obtain a stereoscopic display effect evaluation value of the right view according to the color purity analysis value and the crosstalk analysis value of the right view by using the following formula:
Figure BDA0001533247550000299
wherein the content of the first and second substances,
Figure BDA00015332475500002910
for the color purity analysis value of the right view corresponding to the d-th predetermined spatial motion,
Figure BDA00015332475500002911
for the crosstalk analyzed value of the right view corresponding to the d-th predetermined spatial motion,
Figure BDA00015332475500002912
the stereoscopic display effect evaluation value of the right view corresponding to the d-th preset spatial motion is measured;
the sixth calculating submodule 5514 is configured to obtain, according to the stereoscopic display effect evaluation value of the left view and the stereoscopic display effect evaluation value of the right view, a stereoscopic display effect evaluation value corresponding to a predetermined spatial motion to which the left view and the right view belong by using the following formula:
Figure BDA00015332475500002913
wherein D isdAnd representing the stereoscopic display result evaluation value corresponding to the d-th preset spatial motion.
The fifth analyzing module 552 is configured to obtain the stereoscopic display effect evaluation value of the spatial motion of the stereoscopic display device according to the stereoscopic display effect evaluation value corresponding to each predetermined spatial motion by using the following formula:
Figure BDA0001533247550000301
where d represents a predetermined spatial motion, n predetermined spatial motions in total, and S2 represents a spatial motion stereoscopic display effect evaluation value of the stereoscopic display device.
Furthermore, in some embodiments, for example, when the apparatus 5 includes only the first obtaining unit 51, the first analyzing unit 52 and the evaluating unit 53, the evaluating unit 53 is specifically configured to determine that the evaluation level of the stereoscopic display effect of the stereoscopic display apparatus is the first level when the spatial-attitude stereoscopic display effect evaluation value of the stereoscopic display apparatus is greater than the first threshold. In other embodiments, for example, when the apparatus 5 further includes a second obtaining unit 54 and a second analyzing unit 55, the evaluating unit 53 is specifically configured to: and when the evaluation value of the stereoscopic display effect of the stereoscopic display device in the spatial posture is greater than a first preset value and the evaluation value of the stereoscopic display effect of the stereoscopic display device in the spatial movement is greater than a second preset value, determining that the evaluation level of the stereoscopic display effect of the stereoscopic display device is a first level, otherwise, determining that the evaluation level of the stereoscopic display effect of the stereoscopic display device is a second level.
According to the technical scheme, the display effect evaluation device of the stereoscopic display device provided by the embodiment of the invention can accurately evaluate the whole naked eye stereoscopic display effect of the stereoscopic display device corresponding to different viewing postures and different viewing positions and including key indexes such as crosstalk rate and color purity, and the evaluation result is more accurate and comprehensive.
It should be noted that, since the display effect evaluation device of the stereoscopic display device is based on the same inventive concept as the display effect evaluation method of the stereoscopic display device in the above method embodiment, the corresponding contents of the method embodiment are also applicable to the device embodiment, and are not described in detail here.
Fig. 6 is a schematic diagram of a hardware structure of an evaluation terminal according to an embodiment of the present invention, where the evaluation terminal 30 may be any type of electronic device, such as: the invention relates to a robot, a mobile phone, a server, a notebook computer and the like, which can execute the method for evaluating the display effect of the stereoscopic display device provided by the embodiment of the invention.
Specifically, as shown in fig. 6, the evaluation terminal 30 includes:
one or more processors 310 and memory 320, one processor 310 being illustrated in fig. 6.
The processor 310 and the memory 320 may be connected by a bus or other means, such as the bus connection shown in fig. 6.
The memory 320 is a non-volatile computer-readable storage medium, and can be used for storing non-volatile software programs, non-volatile computer-executable programs, and modules, such as program instructions/modules corresponding to the stereoscopic display device display effect evaluation method in the embodiment of the present invention (for example, the first obtaining unit 51, the first analyzing unit 52, the evaluation unit 53, the second obtaining unit 54, and the second analyzing unit 55 shown in fig. 5). The processor 310 executes various functional applications and data processing of the evaluation terminal 30 by running the non-volatile software programs, instructions and modules stored in the memory 320, that is, implements the stereoscopic display device display effect evaluation method in the above-described method embodiment.
The memory 320 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created from the unmanned aerial vehicle when measuring the altitude, and the like. Further, the memory 320 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other non-volatile solid state storage device. In some embodiments, the memory 320 may optionally include memory located remotely from the processor 310, which may be connected to the evaluation terminal 30 via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The one or more modules are stored in the memory 320, and when executed by the one or more processors 310 after the user completes the interaction, perform the stereoscopic display device display effect evaluation method in any of the above-described method embodiments, for example, perform the above-described method steps 110 to 130 shown in fig. 1, method steps 121 to 123 shown in fig. 2, method steps 210 to 250 shown in fig. 3, method steps 241 to 242 shown in fig. 4, and implement the functions of the units 51 to 55 in fig. 5.
The product can execute the method provided by the embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method. For technical details that are not described in detail in this embodiment, reference may be made to the method provided by the embodiment of the present invention.
Embodiments of the present invention further provide a computer-readable storage medium, which stores computer-executable instructions, which are executed by one or more processors, for example, by one processor 310 in fig. 6, and enable the one or more processors to perform the method for evaluating the display effect of the stereoscopic display device in any of the method embodiments, for example, the method steps 110 to 130 shown in fig. 1, the method steps 121 to 123 shown in fig. 2, the method steps 210 to 250 shown in fig. 3, and the method steps 241 to 242 shown in fig. 4, which are described above, and implement the functions of the units 51 to 55 in fig. 5.
The product can execute the method provided by the embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method. For technical details that are not described in detail in this embodiment, reference may be made to the method provided by the embodiment of the present invention.
In addition, as shown in fig. 7, an embodiment of the present invention further provides a display effect evaluation system of a stereoscopic display device, and the display effect evaluation method of the stereoscopic display device according to the embodiment of the present invention can be implemented based on the display effect evaluation system of the stereoscopic display device.
Specifically, referring to fig. 7, the display effect evaluation system includes: the control box 20, the evaluation terminal 30 and the human face model evaluation device 40 of the tested naked eye stereoscopic display device 10 can be placed. The human face model evaluation device 40 is connected with the control box 20, and the control box 20 is connected with the evaluation terminal 30 in a communication way.
The human face model evaluation device 40 comprises an image acquisition device 41 for simulating human eyes to acquire an evaluation view presented by the stereoscopic display device 10, a posture movement device 42 for simulating and changing the viewing posture of a viewer, and a space movement device 43 for simulating the movement of the viewer. The image pickup device 41 is mounted on the attitude motion device 42, and the attitude motion device 42 is fixed to the space motion device 43. In practical application, the control box 20 can be controlled by the evaluation terminal 30, so that the image acquisition device 41 is driven by the spatial motion device 43 to move in a three-dimensional space formed by X, Y and Z, thereby simulating a user to watch the stereoscopic display device 10 at different spatial positions; and/or, the image acquisition device 41 is enabled to change the posture of acquiring the evaluation view under the adjustment of the posture movement device 42, so that the user is simulated to watch the stereoscopic display device 10 in the postures of front view, head twisting, head deviating and the like.
In the present embodiment, when a certain stereoscopic display device 10 needs to be evaluated for display effect, the stereoscopic display device 10 may be first mounted on the control box 20, and the control box 20, the evaluation terminal 30 and the human face model evaluation device 40 may be connected. The stereoscopic display device 10, the face model evaluation device 40, the control box 20, and the evaluation terminal 30 are then activated by any suitable means, such as infrared remote control. Subsequently, the evaluation terminal 30 sends a plurality of control instructions to the control box 20, and the control box 20 sends the relevant control instructions to the stereoscopic display device 10 and/or the human face model evaluation device 40 after receiving the control instructions, so that the stereoscopic display device 10 and the human face model evaluation device 40 execute corresponding tasks; meanwhile, the evaluation terminal 30 also receives the evaluation view acquired by the image acquisition device 41 in the face model evaluation device 40 through the control box 20, and determines the evaluation level of the stereoscopic display device 10 by using the method for evaluating the display effect of the stereoscopic display device provided by the embodiment of the invention.
In one embodiment, assume that the predetermined spatial test positions are 9 positions as shown in FIG. 8: 1(-200,0,200), 2(0,0,200), 3(200,0,200), 4(-200,0,0), 5(0,0,0), 6(200,0,0), 7(-200,100, -200), 8(0,100, -200) and 9(200,100, -200). Wherein 5(0,0,0) is the central space test position (origin); and the influence factors corresponding to the space test positions are respectively as follows: bk1、bk2、bk3、bk4、bk5、bk6、bk7、bk8And bk9B can be set according to the sensitivity of each space test position to the evaluation resultk1:bk2:bk3:bk4:bk5:bk6:bk7:bk8:bk94: 7: 4: 5: 10: 5: 4: 7: 4. meanwhile, it is assumed that the preset spatial postures include k ═ 1 (indicating an orthographic posture), k ═ 2 (indicating a twisted head posture), and k ═ 3 (indicating an off-head posture), and the influence factors corresponding to these preset spatial postures are: a is1、a2And a3A can be set according to the sensitivity of each space posture to the evaluation result1=2a2=2a3
In the implementation process, the control box 20 may control the posture moving device 42 to adjust the spatial posture of the image collecting device 41 to the front view posture according to the control instruction issued by the evaluation terminal 30, and control the spatial moving device 43 to move the image collecting device 41 to the position 1(-200,0, 200); meanwhile, the stereoscopic display device 10 is controlled to continuously track the position information of the image acquisition device, and the presented evaluation view is updated in real time according to the position information of the image acquisition device 41. When the image pickup device 41 moves to the position 1(-200,0,200), the stereoscopic display device 10 performs stereoscopic display according to the position information; the image capturing device 41 captures the evaluation view displayed by the stereoscopic display device 10 in the front view posture, thereby obtaining an evaluation view at a position 1(-200,0,200) in the front view posture (i.e., a spatial posture stereoscopic display effect evaluation view). Subsequently, the control box 20 continues to control the spatial motion device 43 to move the image capturing device 41 to the position 2(0, 200), and capture the spatial posture stereoscopic display effect evaluation views at the position 2(0, 200) according to the front-view posture, and so on until the spatial posture stereoscopic display effect evaluation views at all the predetermined spatial test positions under all the predetermined spatial postures are obtained, and send the spatial posture stereoscopic display effect evaluation views (including 27 left views and 27 right views) to the evaluation terminal 30 for analysis.
After the evaluation terminal 30 acquires the spatial posture stereoscopic display effect evaluation view acquired by the image acquisition device 41, color purity detection and crosstalk detection may be performed on each spatial posture stereoscopic display effect evaluation view in step 121 in the above method embodiment, so that the following data are acquired:
Figure BDA0001533247550000341
and
Figure BDA0001533247550000342
wherein the content of the first and second substances,
Figure BDA0001533247550000343
a color purity analysis value representing a left view of a jth predetermined spatial test position at a kth predetermined spatial pose;
Figure BDA0001533247550000344
a crosstalk analysis value representing a left view of a jth predetermined spatial test position at a kth predetermined spatial attitude;
Figure BDA0001533247550000351
a color purity analysis value representing a right view of a jth predetermined spatial test position at a kth predetermined spatial pose;
Figure BDA0001533247550000352
and (3) crosstalk analysis values representing a right view of a jth predetermined spatial test position in a kth predetermined spatial pose. K is 1-3, K is 1 to represent the front view attitude, K is 2 to represent the head twisting attitude, and K is 3 to represent the head deviation attitude; j is 1 to 9, and represents as shown in FIG. 89 predetermined spatial test positions are shown.
Then, acquiring a stereoscopic display effect evaluation value of the left view and the right view corresponding to each predetermined space test position under each predetermined space posture:
Figure BDA0001533247550000353
and further obtaining a three-dimensional display effect test evaluation value corresponding to each preset space test position under each preset space posture:
Figure BDA0001533247550000354
then, according to the three-dimensional display effect test and evaluation value corresponding to each preset space test position under each preset space posture, obtaining the three-dimensional display effect test and evaluation value corresponding to each preset space posture:
Figure BDA0001533247550000355
finally, according to the stereoscopic display effect measurement and evaluation value corresponding to each predetermined spatial posture, the spatial posture stereoscopic display effect measurement and evaluation value of the stereoscopic display device 10 is obtained:
Figure BDA0001533247550000356
thus, the evaluation level of the stereoscopic display effect of the stereoscopic display apparatus 10 can be determined based on the spatial attitude stereoscopic display effect evaluation value S1. For example, a first threshold is preset to be 0.8, and if S1 is greater than 0.8, it may be determined that the evaluation level of the stereoscopic display effect of the stereoscopic display device is passed.
Further, in other embodiments, the tracking speed and the smearing of the stereoscopic display device 10 may also be evaluated based on the evaluation system.
Specifically, in the process of the embodiment, after the spatial posture stereoscopic display effect evaluation value S1 of the stereoscopic display device 10 is obtained, the posture moving device 42 is further controlled to adjust the spatial posture of the image acquisition device 41 to be the front view posture, then the spatial moving device 43 is controlled to drive the image acquisition device 41 to move at a constant speed along the horizontal direction (i.e., the Z-axis direction), and when the image acquisition device 41 moves to the second spatial test position (0,0, -100), the image acquisition device 41 acquires the evaluation view (i.e., the spatial movement stereoscopic display effect evaluation view) presented by the stereoscopic display device 10 and sends the evaluation view to the evaluation terminal 30; subsequently, the spatial motion device 43 is controlled to drive the image acquisition device 41 to return to the original point (0,0,0), then the spatial motion device 43 is continuously controlled to drive the image acquisition device 41 to move at a constant speed along the vertical direction (i.e. the Y-axis direction), and when the image acquisition device 41 moves to the second spatial test position (0,100, 0), the image acquisition device 41 acquires the evaluation view presented by the stereoscopic display device 10 and sends the evaluation view to the evaluation terminal 30; finally, similarly, after the control space movement device 43 drives the image acquisition device 41 to return to the original point (0,0,0), the control space movement device 43 drives the image acquisition device 41 to make a uniform motion along the vertical direction (i.e., the X-axis direction), and when the image acquisition device 41 moves to the second space test position (100,0, 0), the image acquisition device 41 acquires the test view presented by the stereoscopic display device 10 and sends the test view to the test terminal 30.
After the evaluation terminal 30 obtains the spatial motion stereoscopic display effect evaluation views acquired by the image acquisition device 41, the same method can be used to perform color purity detection and crosstalk detection on each spatial motion stereoscopic display effect evaluation view, so as to obtain the following data:
Figure BDA0001533247550000361
and
Figure BDA0001533247550000362
wherein the content of the first and second substances,
Figure BDA0001533247550000363
analyzing the color purity of the left view corresponding to the d-th preset space motion;
Figure BDA0001533247550000364
crosstalk for left view corresponding to d-th predetermined spatial motionAnalyzing the value;
Figure BDA0001533247550000365
for the color purity analysis value of the right view corresponding to the d-th predetermined spatial motion,
Figure BDA0001533247550000366
and analyzing the crosstalk value of the right view corresponding to the d-th preset spatial motion. d is 1-3, wherein d is 1 to indicate uniform motion in the horizontal direction, d is 2 to indicate uniform motion in the vertical direction, and d is 3 to indicate uniform motion in the vertical direction.
Then, obtaining the stereo display effect evaluation values of the left view and the right view corresponding to each preset spatial motion:
Figure BDA0001533247550000367
and further obtaining a three-dimensional display effect evaluation value corresponding to each preset spatial motion:
Figure BDA0001533247550000371
then, according to the stereoscopic display effect evaluation value corresponding to each predetermined spatial motion, the stereoscopic display effect evaluation value of the spatial motion of the stereoscopic display device 10 is obtained:
Figure BDA0001533247550000372
finally, the evaluation level of the stereoscopic display effect of the stereoscopic display device is determined according to the spatial attitude stereoscopic display effect evaluation value S1 of the stereoscopic display device and the spatial motion stereoscopic display effect evaluation value S2 of the stereoscopic display device. For example, it is determined whether S1 is greater than a preset first preset value of 0.8 and S2 is greater than a preset second preset value of 0.85, if S1 is greater than 0.5 and S2 is greater than 0.85, the evaluation level of the stereoscopic display effect of the stereoscopic display apparatus 10 is determined to be qualified, otherwise, the evaluation level of the stereoscopic display effect of the stereoscopic display apparatus 10 is determined to be unqualified.
In addition, it should be noted that the method for evaluating the display effect of the stereoscopic display device provided by the embodiment of the present invention may be further extended to other suitable application environments, and is not limited to the application environment shown in fig. 7. In practical application, the system can also realize the adjustment of the posture and the spatial position of the image acquisition device through other types of posture movement devices and/or spatial movement devices.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a general hardware platform, and certainly can also be implemented by hardware. It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware related to instructions of a computer program, which can be stored in a computer readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. The storage medium may be a magnetic disk, an optical disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), or the like.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; within the idea of the invention, also technical features in the above embodiments or in different embodiments may be combined, steps may be implemented in any order, and there are many other variations of the different aspects of the invention as described above, which are not provided in detail for the sake of brevity; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention.

Claims (24)

1. A method for evaluating the display effect of a three-dimensional display device is characterized by comprising the following steps:
acquiring a spatial attitude stereoscopic display effect evaluation view acquired by an image acquisition device, wherein the spatial attitude stereoscopic display effect evaluation view comprises a left view and a right view, the image acquisition device acquires the spatial attitude stereoscopic display effect evaluation view displayed by a stereoscopic display device according to a preset spatial attitude at a preset spatial test position, the preset spatial test position comprises at least two preset spatial attitudes, the preset spatial attitude comprises at least two of an orthographic attitude, a head twisting attitude and a head deviation attitude, and the stereoscopic display device determines position information corresponding to the preset spatial test position and performs stereoscopic display according to the position information to display the spatial attitude stereoscopic display effect evaluation view;
according to the spatial attitude stereoscopic display effect evaluation view, acquiring a spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device, which specifically comprises the following steps:
obtaining a three-dimensional display effect evaluation value corresponding to each preset space test position under each preset space posture according to the three-dimensional display effect evaluation view of the space posture of each preset space test position under each preset space posture,
obtaining a three-dimensional display effect evaluation value corresponding to each preset space posture according to the three-dimensional display effect evaluation value corresponding to each preset space test position under each preset space posture,
according to the three-dimensional display effect measurement and evaluation value corresponding to each preset space posture, the three-dimensional display effect measurement and evaluation value of the space posture of the three-dimensional display device is obtained through the following formula:
Figure FDA0002366720260000011
where k denotes a predetermined spatial attitude, n predetermined spatial attitudes being present in total, akRepresenting the corresponding influence factor, S, of the k-th predetermined spatial attitudekThe measured value of the stereoscopic display effect corresponding to the k-th preset spatial posture is represented, and S1 represents the measured value of the stereoscopic display effect of the spatial posture of the stereoscopic display device;
and determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the evaluation value of the stereoscopic display effect of the spatial attitude of the stereoscopic display device.
2. The display effect evaluation method according to claim 1, characterized in that the method further comprises:
the method comprises the steps of obtaining a spatial motion three-dimensional display effect evaluation view collected by an image collection device, wherein the spatial motion three-dimensional display effect evaluation view comprises a left view and a right view, the image collection device carries out preset spatial motion, when the image collection device moves to a second preset spatial test position, the spatial motion three-dimensional display effect evaluation view displayed by a three-dimensional display device is collected at the second preset spatial test position, the preset spatial motion comprises at least two types, and the three-dimensional display device determines position information corresponding to the second preset spatial test position and displays the spatial motion three-dimensional display effect evaluation view according to the position information;
acquiring a spatial motion three-dimensional display effect evaluation value of the three-dimensional display device according to the spatial motion three-dimensional display effect evaluation view;
then the process of the first step is carried out,
the determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the evaluation value of the stereoscopic display effect of the spatial attitude of the stereoscopic display device comprises:
and determining the evaluation grade of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device and the spatial movement stereoscopic display effect evaluation value of the stereoscopic display device.
3. The method according to claim 1 or 2, wherein the obtaining of the stereoscopic display effect evaluation value corresponding to each predetermined spatial posture according to the stereoscopic display effect evaluation value corresponding to each predetermined spatial test position under each predetermined spatial posture comprises:
according to the three-dimensional display effect test and evaluation value corresponding to each preset space test position under each preset space posture, obtaining the three-dimensional display effect test and evaluation value corresponding to each preset space posture through the following formula:
Figure FDA0002366720260000021
where j denotes a predetermined spatial test position, a total of m test positions, BkjRepresenting the stereoscopic display effect evaluation value corresponding to the jth predetermined spatial test position under the kth predetermined spatial attitude, bkjAnd representing the influence factor corresponding to the j preset space test position under the k preset space posture.
4. The method for evaluating display effect according to claim 3, wherein the obtaining of the stereoscopic display effect evaluation value corresponding to each predetermined spatial test position in each predetermined spatial posture according to the spatial posture stereoscopic display effect evaluation view of each predetermined spatial test position in each predetermined spatial posture comprises:
carrying out color purity detection and crosstalk detection on a left view and a right view of a spatial attitude stereoscopic display effect evaluation view of each preset spatial test position under each preset spatial attitude to obtain a color purity analysis value and a crosstalk analysis value of the left view and the right view;
according to the color purity analysis value and the crosstalk analysis value of the left view, obtaining a three-dimensional display effect evaluation value of the left view through the following formula:
Figure FDA0002366720260000031
wherein the content of the first and second substances,
Figure FDA0002366720260000032
for the color purity analysis value of the left view of the jth predetermined spatial test position in the kth predetermined spatial pose,
Figure FDA0002366720260000033
for the cross-talk analysis value of the left view of the jth predetermined spatial test position at the kth predetermined spatial pose,
Figure FDA0002366720260000034
the three-dimensional display effect evaluation value of the left view of the jth preset space test position under the kth preset space posture is obtained;
according to the color purity analysis value and the crosstalk analysis value of the right view, obtaining a stereoscopic display effect evaluation value of the right view through the following formula:
Figure FDA0002366720260000035
wherein the content of the first and second substances,
Figure FDA0002366720260000036
for the color purity analysis value of the right view of the jth predetermined spatial test position in the kth predetermined spatial pose,
Figure FDA0002366720260000037
for the crosstalk analysis value of the right view of the jth predetermined spatial test position in the kth predetermined spatial pose,
Figure FDA0002366720260000038
the three-dimensional display effect evaluation value of the right view of the jth preset space test position under the kth preset space posture is obtained;
according to the three-dimensional display effect measurement and evaluation value of the left view and the three-dimensional display effect measurement and evaluation value of the right view, obtaining the three-dimensional display effect measurement and evaluation value corresponding to the preset space test position under the preset space posture to which the left view and the right view belong through the following formula:
Figure FDA0002366720260000041
5. the method according to claim 4, wherein the color purity detection and crosstalk detection are performed on the left view and the right view of the stereoscopic display effect evaluation view of the spatial attitude at each predetermined spatial test position in each predetermined spatial attitude, and the obtaining of the color purity analysis value and the crosstalk analysis value of the left view and the right view comprises:
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure FDA0002366720260000042
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure FDA0002366720260000043
alternatively, the first and second electrodes may be,
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure FDA0002366720260000044
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure FDA0002366720260000051
wherein, WLFor the width of the left view analysis region, HLAnalyzing the height of the area for the left view, CLColor component values, Σ C, for the dominant colors of individual pixel points in said left view analysis regionLA sum of color components, M, of dominant colors of all pixel points in the left view analysis regionLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLThe sum of the color components of the crosstalk colors for all the pixel points in the left view analysis region,
Figure FDA0002366720260000052
a color component reference value of a dominant color of a single pixel point for the left view analysis region,
Figure FDA0002366720260000053
a sum of the color component reference values of the dominant colors for all the pixels in the left view analysis region,
Figure FDA0002366720260000054
for a single pixel point of the left view analysis areaA color component reference value of the crosstalk color,
Figure FDA0002366720260000055
the sum of the color component reference values of the crosstalk colors of all the pixel points in the left view analysis area is obtained;
wherein, WRFor the width of the right view analysis region, HRAnalyzing the height of the region for the right view, CRColor component values, Σ C, of the dominant colors of individual pixel points in said right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis region,
Figure FDA0002366720260000056
a color component reference value of a dominant color of a single pixel point for the right view analysis region,
Figure FDA0002366720260000057
a sum of color component reference values, M, of dominant colors of all pixel points in the right view analysis regionRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRThe sum of the color components of the crosstalk colors of all the pixel points in the right view analysis area,
Figure FDA0002366720260000058
a color component reference value of crosstalk color for a single pixel point of the right view analysis region,
Figure FDA0002366720260000059
and the sum of the reference values of the color components of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
6. The method according to claim 2, wherein the obtaining the evaluation value of the spatial motion stereoscopic display effect of the stereoscopic display device according to the evaluation view of the spatial motion stereoscopic display effect comprises:
obtaining a three-dimensional display effect evaluation value corresponding to each preset space movement according to the three-dimensional display effect evaluation view corresponding to each preset space movement;
according to the three-dimensional display effect measurement and evaluation value corresponding to each preset space motion, the three-dimensional display effect measurement and evaluation value of the space motion of the three-dimensional display device is obtained through the following formula:
Figure FDA0002366720260000061
wherein D represents a predetermined spatial movement, n predetermined spatial movements in total, DdAnd S2 represents a stereoscopic display result evaluation value corresponding to the d-th predetermined spatial motion, and a stereoscopic display effect evaluation value of the spatial motion of the stereoscopic display device.
7. The method for evaluating display effect according to claim 6, wherein the obtaining the stereoscopic display effect evaluation value corresponding to each predetermined spatial motion according to the stereoscopic display effect evaluation view corresponding to each predetermined spatial motion comprises:
carrying out color purity detection and crosstalk detection on a left view and a right view of a stereoscopic display effect evaluation view corresponding to each preset space motion to obtain a color purity analysis value and a crosstalk analysis value of the left view and the right view;
according to the color purity analysis value and the crosstalk analysis value of the left view, obtaining a three-dimensional display effect evaluation value of the left view through the following formula;
Figure FDA0002366720260000062
wherein the content of the first and second substances,
Figure FDA0002366720260000063
for the color purity analysis value of the left view corresponding to the d-th predetermined spatial motion,
Figure FDA0002366720260000064
for the crosstalk analyzed value of the left view corresponding to the d-th predetermined spatial motion,
Figure FDA0002366720260000065
the stereoscopic display effect evaluation value of the left view corresponding to the d-th preset spatial motion is measured;
according to the color purity analysis value and the crosstalk analysis value of the right view, obtaining a stereoscopic display effect evaluation value of the right view through the following formula:
Figure FDA0002366720260000066
wherein the content of the first and second substances,
Figure FDA0002366720260000067
for the color purity analysis value of the right view corresponding to the d-th predetermined spatial motion,
Figure FDA0002366720260000068
for the crosstalk analyzed value of the right view corresponding to the d-th predetermined spatial motion,
Figure FDA0002366720260000069
the stereoscopic display effect evaluation value of the right view corresponding to the d-th preset spatial motion is measured;
according to the three-dimensional display effect evaluation value of the left view and the three-dimensional display effect evaluation value of the right view, obtaining the three-dimensional display effect evaluation values corresponding to the preset spatial motion to which the left view and the right view belong by the following formula:
Figure FDA0002366720260000071
8. the display effect evaluation method according to claim 7, wherein the performing color purity detection and crosstalk detection on the left view and the right view of the stereoscopic display effect evaluation view corresponding to each of the predetermined spatial motions, and the obtaining color purity analysis values and crosstalk analysis values of the left view and the right view comprises:
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure FDA0002366720260000072
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure FDA0002366720260000073
alternatively, the first and second electrodes may be,
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure FDA0002366720260000074
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure FDA0002366720260000081
wherein, WLFor the width of the left view analysis region, HLAnalyzing the height of the area for the left view, CLColor component values, Σ C, for the dominant colors of individual pixel points in said left view analysis regionLA sum of color components, M, of dominant colors of all pixel points in the left view analysis regionLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLThe sum of the color components of the crosstalk colors for all the pixel points in the left view analysis region,
Figure FDA0002366720260000082
a color component reference value of a dominant color of a single pixel point for the left view analysis region,
Figure FDA0002366720260000083
a sum of the color component reference values of the dominant colors for all the pixels in the left view analysis region,
Figure FDA0002366720260000084
a color component reference value of crosstalk color for a single pixel point of the left view analysis region,
Figure FDA0002366720260000085
the sum of the color quantity reference values of crosstalk color components of all pixel points in the left view analysis area is obtained;
wherein, WRFor the width of the right view analysis region, HRAnalyzing the height of the region for the right view, CRColor component values, Σ C, of the dominant colors of individual pixel points in said right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis region,
Figure FDA0002366720260000086
a color component reference value of a dominant color of a single pixel point for the right view analysis region,
Figure FDA0002366720260000087
a sum of color component reference values, M, of dominant colors of all pixel points in the right view analysis regionRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRThe sum of the color components of the crosstalk colors of all the pixel points in the right view analysis area,
Figure FDA0002366720260000088
a color component reference value of crosstalk color for a single pixel point of the right view analysis region,
Figure FDA0002366720260000089
and the sum of the reference values of the color components of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
9. The display effect evaluation method according to claim 2, wherein the predetermined spatial motion includes a horizontal uniform motion, a vertical uniform motion, and a vertical uniform motion.
10. The method according to claim 1, wherein the determining an evaluation level of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device comprises:
and when the evaluation value of the spatial attitude stereoscopic display effect of the stereoscopic display device is greater than a first threshold value, determining that the evaluation level of the stereoscopic display effect of the stereoscopic display device is a first level.
11. The method according to claim 2, wherein the determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device and the spatial motion stereoscopic display effect evaluation value of the stereoscopic display device comprises:
and when the evaluation value of the stereoscopic display effect of the stereoscopic display device in the spatial posture is greater than a first preset value and the evaluation value of the stereoscopic display effect of the stereoscopic display device in the spatial movement is greater than a second preset value, determining that the evaluation level of the stereoscopic display effect of the stereoscopic display device is a first level, otherwise, determining that the evaluation level of the stereoscopic display effect of the stereoscopic display device is a second level.
12. A display effect evaluation device of a stereoscopic display device, comprising:
the stereoscopic display device comprises a first acquisition unit, a second acquisition unit and a display unit, wherein the first acquisition unit is used for acquiring a spatial attitude stereoscopic display effect evaluation view acquired by an image acquisition device, the spatial attitude stereoscopic display effect evaluation view comprises a left view and a right view, the image acquisition device acquires the spatial attitude stereoscopic display effect evaluation view displayed by the stereoscopic display device according to a preset spatial attitude at a preset spatial test position, the preset spatial test position comprises at least two preset spatial attitudes, the preset spatial attitude comprises at least two of an orthographic attitude, a head twisting attitude and a head deflecting attitude, and the stereoscopic display device determines position information corresponding to the preset spatial test position and performs stereoscopic display according to the position information so as to display the spatial attitude stereoscopic display effect evaluation view;
a first analysis unit, configured to obtain a spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation view, where the first analysis unit includes:
the first analysis module is used for acquiring a three-dimensional display effect evaluation value corresponding to each preset space test position under each preset space posture according to the three-dimensional display effect evaluation view of each preset space test position under each preset space posture,
a second analysis module for obtaining a three-dimensional display effect evaluation value corresponding to each predetermined spatial attitude according to the three-dimensional display effect evaluation value corresponding to each predetermined spatial test position under each predetermined spatial attitude,
the third analysis module is used for acquiring the spatial attitude stereoscopic display effect measurement and evaluation value of the stereoscopic display device according to the stereoscopic display effect measurement and evaluation value corresponding to each preset spatial attitude through the following formula:
Figure FDA0002366720260000101
where k denotes a predetermined spatial attitude, n predetermined spatial attitudes being present in total, akRepresenting the corresponding influence factor, S, of the k-th predetermined spatial attitudekThe measured value of the stereoscopic display effect corresponding to the k-th preset spatial posture is represented, and S1 represents the measured value of the stereoscopic display effect of the spatial posture of the stereoscopic display device;
and the evaluation unit is used for determining the evaluation level of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device.
13. The display effect evaluation device according to claim 12, further comprising:
the second acquisition unit is used for acquiring a spatial motion stereoscopic display effect evaluation view acquired by an image acquisition device, wherein the spatial motion stereoscopic display effect evaluation view comprises a left view and a right view, the image acquisition device performs preset spatial motion, and when the image acquisition device moves to a second preset spatial test position, the spatial motion stereoscopic display effect evaluation view displayed by the stereoscopic display device is acquired at the second preset spatial test position, the preset spatial motion comprises at least two types, and the stereoscopic display device determines position information corresponding to the second preset spatial test position and displays the spatial motion stereoscopic display effect evaluation view according to the position information;
the second analysis unit is used for acquiring a spatial motion three-dimensional display effect evaluation value of the three-dimensional display device according to the spatial motion three-dimensional display effect evaluation view;
then the process of the first step is carried out,
the evaluation unit is specifically configured to:
and determining the evaluation grade of the stereoscopic display effect of the stereoscopic display device according to the spatial attitude stereoscopic display effect evaluation value of the stereoscopic display device and the spatial movement stereoscopic display effect evaluation value of the stereoscopic display device.
14. The display effect evaluation device according to claim 12 or 13, wherein the second analysis module is specifically configured to:
according to the three-dimensional display effect test and evaluation value corresponding to each preset space test position under each preset space posture, obtaining the three-dimensional display effect test and evaluation value corresponding to each preset space posture through the following formula:
Figure FDA0002366720260000111
where j denotes a predetermined spatial test position, a total of m test positions, BkjRepresenting the stereoscopic display effect evaluation value corresponding to the jth predetermined spatial test position under the kth predetermined spatial attitude, bkjAnd representing the influence factor corresponding to the j preset space test position under the k preset space posture.
15. The display effect evaluation device according to claim 14, wherein the first analysis module includes:
the first analysis submodule is used for carrying out color purity detection and crosstalk detection on a left view and a right view of a space attitude stereoscopic display effect evaluation view of each preset space test position under each preset space attitude to obtain a color purity analysis value and a crosstalk analysis value of the left view and the right view;
the first calculation submodule is used for acquiring a stereoscopic display effect evaluation value of the left view according to the color purity analysis value and the crosstalk analysis value of the left view by the following formula:
Figure FDA0002366720260000112
wherein the content of the first and second substances,
Figure FDA0002366720260000113
for the color purity analysis value of the left view of the jth predetermined spatial test position in the kth predetermined spatial pose,
Figure FDA0002366720260000114
for the cross-talk analysis value of the left view of the jth predetermined spatial test position at the kth predetermined spatial pose,
Figure FDA0002366720260000115
the three-dimensional display effect evaluation value of the left view of the jth preset space test position under the kth preset space posture is obtained;
the second calculation submodule is used for acquiring the stereoscopic display effect evaluation value of the right view according to the color purity analysis value and the crosstalk analysis value of the right view through the following formula:
Figure FDA0002366720260000121
wherein the content of the first and second substances,
Figure FDA0002366720260000122
for the color purity analysis value of the right view of the jth predetermined spatial test position in the kth predetermined spatial pose,
Figure FDA0002366720260000123
for the crosstalk analysis value of the right view of the jth predetermined spatial test position in the kth predetermined spatial pose,
Figure FDA0002366720260000124
the three-dimensional display effect evaluation value of the right view of the jth preset space test position under the kth preset space posture is obtained;
a third calculating submodule, configured to obtain, according to the stereoscopic display effect measurement and evaluation value of the left view and the stereoscopic display effect measurement and evaluation value of the right view, a stereoscopic display effect measurement and evaluation value corresponding to a predetermined spatial test position in a predetermined spatial posture to which the left view and the right view belong by using the following formula:
Figure FDA0002366720260000125
16. the display effect evaluation device according to claim 15, wherein the first analysis sub-module is specifically configured to:
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure FDA0002366720260000126
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure FDA0002366720260000127
alternatively, the first and second electrodes may be,
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure FDA0002366720260000131
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure FDA0002366720260000132
wherein, WLFor the width of the left view analysis region, HLAnalyzing the height of the area for the left view, CLColor component values, Σ C, for the dominant colors of individual pixel points in said left view analysis regionLA sum of color components, M, of dominant colors of all pixel points in the left view analysis regionLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLThe sum of the color components of the crosstalk colors for all the pixel points in the left view analysis region,
Figure FDA0002366720260000133
a color component reference value of a dominant color of a single pixel point for the left view analysis region,
Figure FDA0002366720260000134
a sum of the color component reference values of the dominant colors for all the pixels in the left view analysis region,
Figure FDA0002366720260000135
a color component reference value of crosstalk color for a single pixel point of the left view analysis region,
Figure FDA0002366720260000136
the sum of the color quantity reference values of crosstalk color components of all pixel points in the left view analysis area is obtained;
wherein, WRFor the width of the right view analysis region, HRAnalyzing the height of the region for the right view, CRColor component values, Σ C, of the dominant colors of individual pixel points in said right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis region,
Figure FDA0002366720260000137
a color component reference value of a dominant color of a single pixel point for the right view analysis region,
Figure FDA0002366720260000138
a sum of color component reference values, M, of dominant colors of all pixel points in the right view analysis regionRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRThe sum of the color components of the crosstalk colors of all the pixel points in the right view analysis area,
Figure FDA0002366720260000141
a color component reference value of crosstalk color for a single pixel point of the right view analysis region,
Figure FDA0002366720260000142
and the sum of the reference values of the color components of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
17. The display effect evaluation device according to claim 13, wherein the second analysis unit includes:
the fourth analysis module is used for acquiring a stereoscopic display effect evaluation value corresponding to each preset spatial motion according to the stereoscopic display effect evaluation view corresponding to each preset spatial motion;
the fifth analysis module is used for obtaining the three-dimensional display effect evaluation value of the three-dimensional display device through the following formula according to the three-dimensional display effect evaluation value corresponding to each preset space motion:
Figure FDA0002366720260000143
wherein D represents a predetermined spatial movement, n predetermined spatial movements in total, DdAnd S2 represents a stereoscopic display result evaluation value corresponding to the d-th predetermined spatial motion, and a stereoscopic display effect evaluation value of the spatial motion of the stereoscopic display device.
18. The display effect evaluation device according to claim 17, the fourth analysis module comprising:
the second analysis submodule is used for carrying out color purity detection and crosstalk detection on a left view and a right view of the stereoscopic display effect evaluation view corresponding to each preset space motion to obtain a color purity analysis value and a crosstalk analysis value of the left view and the right view;
the fourth calculation submodule is used for acquiring the stereoscopic display effect evaluation value of the left view according to the color purity analysis value and the crosstalk analysis value of the left view through the following formula:
Figure FDA0002366720260000144
wherein the content of the first and second substances,
Figure FDA0002366720260000145
for the color purity analysis value of the left view corresponding to the d-th predetermined spatial motion,
Figure FDA0002366720260000146
for the crosstalk analyzed value of the left view corresponding to the d-th predetermined spatial motion,
Figure FDA0002366720260000147
the stereoscopic display effect evaluation value of the left view corresponding to the d-th preset spatial motion is measured;
the fifth calculation submodule is used for acquiring the stereoscopic display effect evaluation value of the right view according to the color purity analysis value and the crosstalk analysis value of the right view through the following formula:
Figure FDA0002366720260000151
wherein the content of the first and second substances,
Figure FDA0002366720260000152
for the color purity analysis value of the right view corresponding to the d-th predetermined spatial motion,
Figure FDA0002366720260000153
for the crosstalk analyzed value of the right view corresponding to the d-th predetermined spatial motion,
Figure FDA0002366720260000154
the stereoscopic display effect evaluation value of the right view corresponding to the d-th preset spatial motion is measured;
a sixth calculating sub-module, configured to obtain, according to the stereoscopic display effect evaluation value of the left view and the stereoscopic display effect evaluation value of the right view, a stereoscopic display effect evaluation value corresponding to a predetermined spatial motion to which the left view and the right view belong by using the following formula:
Figure FDA0002366720260000155
19. the display effect evaluation device according to claim 18, wherein the second analysis sub-module is specifically configured to:
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure FDA0002366720260000156
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure FDA0002366720260000157
alternatively, the first and second electrodes may be,
determining an analysis area of the left view, detecting a color component value of a dominant color and a color component value of a crosstalk color of each pixel point in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the left view according to the detected color component values of the dominant color and the crosstalk color by the following formulas:
Figure FDA0002366720260000161
determining an analysis area of the right view, detecting color component values of dominant colors and color component values of crosstalk colors of all pixel points in the analysis area, and determining a color purity analysis value and a crosstalk analysis value of the right view according to the detected color component values of the dominant colors and the color component values of the crosstalk colors by the following formulas:
Figure FDA0002366720260000162
wherein, WLFor the width of the left view analysis region, HLAnalyzing the height of the area for the left view, CLColor component values, Σ C, for the dominant colors of individual pixel points in said left view analysis regionLA sum of color components, M, of dominant colors of all pixel points in the left view analysis regionLColor component values, sigma M, of crosstalk colors of individual pixel points in the left view analysis regionLThe sum of the color components of the crosstalk colors for all the pixel points in the left view analysis region,
Figure FDA0002366720260000163
a color component reference value of a dominant color of a single pixel point for the left view analysis region,
Figure FDA0002366720260000164
a sum of the color component reference values of the dominant colors for all the pixels in the left view analysis region,
Figure FDA0002366720260000165
a color component reference value of crosstalk color for a single pixel point of the left view analysis region,
Figure FDA0002366720260000166
the sum of the color quantity reference values of crosstalk color components of all pixel points in the left view analysis area is obtained;
wherein, WRFor the width of the right view analysis region, HRAnalyzing the height of the region for the right view, CRColor component values, Σ C, of the dominant colors of individual pixel points in said right view analysis regionRThe sum of the color components of the dominant colors of all the pixel points in the right view analysis region,
Figure FDA0002366720260000167
a color component reference value of a dominant color of a single pixel point for the right view analysis region,
Figure FDA0002366720260000168
a sum of color component reference values, M, of dominant colors of all pixel points in the right view analysis regionRColor component values, sigma M, of crosstalk colors of individual pixel points in the right view analysis regionRThe sum of the color components of the crosstalk colors of all the pixel points in the right view analysis area,
Figure FDA0002366720260000169
a color component reference value of crosstalk color for a single pixel point of the right view analysis region,
Figure FDA00023667202600001610
and the sum of the reference values of the color components of the crosstalk colors of all the pixel points in the right view analysis area is obtained.
20. The display effect evaluation device according to claim 13, wherein the predetermined spatial motion includes a horizontal uniform motion, a vertical uniform motion, and a vertical uniform motion.
21. The display effect evaluation device according to claim 12, wherein the evaluation unit is specifically configured to:
and when the evaluation value of the spatial attitude stereoscopic display effect of the stereoscopic display device is greater than a first threshold value, determining that the evaluation level of the stereoscopic display effect of the stereoscopic display device is a first level.
22. The display effect evaluation device according to claim 13, wherein the evaluation unit is specifically configured to:
and when the evaluation value of the stereoscopic display effect of the stereoscopic display device in the spatial posture is greater than a first preset value and the evaluation value of the stereoscopic display effect of the stereoscopic display device in the spatial movement is greater than a second preset value, determining that the evaluation level of the stereoscopic display effect of the stereoscopic display device is a first level, otherwise, determining that the evaluation level of the stereoscopic display effect of the stereoscopic display device is a second level.
23. An evaluation terminal for evaluating a display effect of a stereoscopic display device, comprising:
at least one processor; and the number of the first and second groups,
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1-11.
24. A computer-readable storage medium having stored thereon computer-executable instructions for causing an evaluation terminal to perform the method of any one of claims 1-11.
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