CN110941733A - Integrated interface information multiple fusion display method - Google Patents
Integrated interface information multiple fusion display method Download PDFInfo
- Publication number
- CN110941733A CN110941733A CN201910982061.5A CN201910982061A CN110941733A CN 110941733 A CN110941733 A CN 110941733A CN 201910982061 A CN201910982061 A CN 201910982061A CN 110941733 A CN110941733 A CN 110941733A
- Authority
- CN
- China
- Prior art keywords
- display
- control interface
- image
- design
- user
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 230000004927 fusion Effects 0.000 title claims abstract description 18
- 238000000034 method Methods 0.000 title claims abstract description 14
- 238000013461 design Methods 0.000 claims abstract description 84
- 238000005070 sampling Methods 0.000 claims description 9
- 238000012360 testing method Methods 0.000 claims description 4
- 238000011156 evaluation Methods 0.000 claims description 3
- 230000000694 effects Effects 0.000 abstract description 4
- 230000003993 interaction Effects 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 230000000007 visual effect Effects 0.000 description 2
- 230000005540 biological transmission Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000001149 cognitive effect Effects 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/54—Browsing; Visualisation therefor
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
- G06F3/013—Eye tracking input arrangements
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/50—Image enhancement or restoration using two or more images, e.g. averaging or subtraction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20212—Image combination
- G06T2207/20221—Image fusion; Image merging
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Human Computer Interaction (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- User Interface Of Digital Computer (AREA)
- Controls And Circuits For Display Device (AREA)
Abstract
The embodiment of the invention discloses an integrated interface information multiple fusion display method, which comprises the following steps: selecting any one design scheme in a display control interface design database; acquiring display image data displayed on a display unit by a current display control interface corresponding to the selected design scheme and extracting image parameters corresponding to the display image data; acquiring display control interface availability sample data of the current display control interface for an operator, repeating the steps, and finishing the leave and selection of all design schemes in a display control interface design database; selecting the design scheme with the highest score from the reserved design schemes; and selecting background images in the alternative background library one by one and carrying out image fusion and display on the background images and the image targets in the design scheme so that a user can select an interface design scheme with the highest availability. The invention can provide more objective and friendly interface design display effect for users.
Description
Technical Field
The invention relates to the technical field of human-computer interface interaction design, in particular to an integrated interface information multi-fusion display method.
Background
With the development of science and technology and the continuous advancement of informatization degree, a human-computer interface is an important medium complex system for human-computer interaction, and is widely applied to various industries, particularly, the human-computer interface of the complex system is also widely applied to various complex human-computer interaction interface systems and environments such as automobile driving control, battlefield command and the like, so that the human-computer interface is an important basis for a user to acquire information and make decision and judgment, and is also a key factor for whether the information system can realize accurate and efficient transmission.
Therefore, whether the design of the human-computer interface is reasonable or not directly influences the use efficiency of the system; for example, whether the design of the display control interface of the SP system is standard and reasonable directly influences the exertion of the system combat command efficiency, so that the capability of the information system cannot be fully exerted; the irrationality of the design of the human-computer interface is often the result of different cognitive differences and subjective judgment errors among users; therefore, how to effectively avoid subjective factors of users and strengthen the rationality and the applicability of the design and the display effect of the SP system display control interface becomes a research focus
Disclosure of Invention
Therefore, in order to solve the technical problems of poor rationality and low applicability existing in the design and display of the display and control interface of the conventional SP system, the integrated interface information multiple fusion display method is provided.
An integrated interface information multi-fusion display method is characterized by comprising the following steps:
s1, selecting any one design scheme in a display and control interface design database, wherein the display and control interface design database is a plurality of interface layout schemes which are not different from each other and are designed based on the display and control interface design requirements given by a user;
s2, acquiring display image data displayed on a display unit by a current display control interface corresponding to the selected design scheme and extracting image parameters corresponding to the display image data, wherein the image parameters comprise image targets required to be identified in the display image data;
s3, obtaining display and control interface availability sample data of an operator on the current display and control interface, wherein the display and control interface availability sample data is obtained by performing availability test sampling on a certain display and control interface by the operator; the display control interface availability sample data is attention data of an operator to the display control interface, the attention data comprises a watching area and stay time when the operator watches the display control interface, if the stay time meets a set requirement, a significance index of the watching area of the user is obtained, if the index meets a set value, the display control interface availability is judged to be good, and the design scheme is temporarily reserved;
s4, repeating the steps S2-S3, and finishing the leaving selection of all design schemes in the display control interface design database;
s5, selecting the design scheme with the highest score from the reserved design schemes; and selecting background images in the alternative background library one by one and carrying out image fusion and display on the background images and the image targets in the design scheme so as to enable a user to select an interface design scheme with highest availability.
In a further embodiment, when the background image in S5 is image-merged with the image object in the design, the display image data μ including the image object is0The calculation model for extracting the image target M and performing image fusion is as follows:
wherein C1 and C2 are constants which are the average value of the pixels inside the boundary curve C and the average value of the pixels outside the boundary curve C corresponding to the image target, and x and y represent mu0The coordinates of the pixel points of (a) are,phi (x, y) is a level set function of u0, and is set to be more than or equal to 0, more than or equal to 0 and lambda1>0,λ2>0, omega represents a bounded subset of the image target M, whose boundary is curve C,
σ is a first derivative of H;
the newly generated image T is then represented as:
in a further embodiment, the step of S3 based on obtaining sample data of display control interface availability includes: s31, collecting a watching area when a user watches the display and control interface within a certain time, and calculating the overlapping degree data of the watching area and the position area of the image target on the display and control interface, namely the display and control interface availability sample data.
In a further embodiment, the specific step of acquiring a gazing area when the user gazes at the display and control interface within a certain time, and calculating data of an overlapping degree between the gazing area and a position area of the image target on the display and control interface, that is, display and control interface availability sample data, includes:
s311, obtaining a sight line drop point when a user watches the display control interface within a certain time;
s312, acquiring a user watching area M formed by connecting lines of all sight line drop points based on the acquired position data of all sight line drop points;
and S313, calculating the significance index X of the user watching area according to the watching area M of the user.
In a further embodiment, the calculation formula of the significance index X of the user's gaze area according to the user's gaze area M is:
wherein, R (), G (), B () respectively represent the color values corresponding to RGB channels corresponding to points (xi, yi) within the gazing area M, o is a constant, max (n) represents the maximum value of the bandwidth of the gazing area M, and M and n respectively represent the length and width of the gazing area M.
The embodiment of the invention has the following beneficial effects:
firstly, judging the significance index of a target position area needing focusing in a display control interface in a design scheme and a watching area of a user to select a design scheme with high interface layout significance degree from a plurality of design schemes so as to realize a first re-fusion design of man-machine compatibility; then selecting the design scheme with the highest score from the reserved design schemes; selecting background images in the alternative background library one by one and carrying out image fusion on the background images and the image targets in the design scheme to complete a second fusion design of the background and the remarkable target so as to select an interface design scheme with the best image target and background image friendliness or attractiveness; so as to provide more objective and friendly interface design display effect for users.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without any creative effort.
Wherein:
FIG. 1 is a flow diagram of core steps in one embodiment;
FIG. 2 is a flowchart illustrating steps of obtaining data of display control interface availability samples according to an embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention will be described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. The terminology used in the description of the invention herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. It will be understood that, as used herein, the terms "first," "second," and the like may be used herein to describe various elements, but these elements are not limited by these terms. These terms are only used to distinguish one element from another. For example, a first element could be termed a second element, and, similarly, a second element could be termed a first element, without departing from the scope of the present application. The first and second elements are both elements, but they are not the same element.
The embodiment of the present invention provides an integrated interface information multiple fusion display method, as shown in fig. 1-2, the method includes:
s1, selecting any one design scheme in a display and control interface design database, wherein the display and control interface design database is a plurality of interface layout schemes which are not different from each other and are designed based on the display and control interface design requirements given by a user;
s2, acquiring display image data displayed on a display unit by a current display control interface corresponding to the selected design scheme and extracting image parameters corresponding to the display image data, wherein the image parameters comprise image targets required to be identified in the display image data; for example, the image target is any one of image information of a main display interface/a secondary display interface/a touch screen interface in the SP display control system;
s3, obtaining display and control interface availability sample data of an operator on the current display and control interface, wherein the display and control interface availability sample data is obtained by performing availability test sampling on a certain display and control interface by the operator; the display control interface availability sample data is attention data of an operator to the display control interface, the attention data comprises a watching area and stay time when the operator watches the display control interface, if the stay time meets a set requirement, a significance index of the watching area of the user is obtained, if the index meets a set value, the display control interface availability is judged to be good, and the design scheme is temporarily reserved;
in some specific embodiments, the step of acquiring display control interface availability sample data in S3 includes: s31, collecting a watching area when a user watches the display and control interface within a certain time, and calculating the overlapping degree data of the watching area and the position area of the display unit image on the display and control interface, namely the display and control interface availability sample data. Because the human has a limited time to concentrate on, say 8 seconds, the total time for sampling should not exceed 8 seconds, preferably within 3 seconds; the purpose of the step is to determine whether the sight line drop point of the user can be concentrated on the position of the display and control interface which the user wants to pay attention to, namely the characteristics of the main display and control interface have significance within a certain time;
in some specific embodiments, the specific steps of collecting a watching region when a user watches the display and control interface within a certain time, and calculating data of overlapping degree of the watching region and a position region of a display unit image on the display and control interface, namely display and control interface availability sample data, include S311, obtaining a sight line drop point when the user watches the display and control interface within a certain time; the preferred sampling implementation instrument is an eye tracker to obtain a basic output measurement, i.e. the drop point, which is of interest to the user, if the eye tracker collects data at a sampling rate of 1000Hz, 1000 individual sampling points are obtained per second, and if the duration of the sampling points falling on the same position of the screen meets the set requirement, the sampling points are recorded as sight line drop points; s312, acquiring a user watching area M formed by connecting lines of all sight line drop points based on the acquired position data of all sight line drop points; preferably, a nonlinear polynomial mapping model is adopted to determine the relationship between the sight parameters of the sight drop point and the position data of the selected display unit image of the sight drop on the display control interface screen so as to determine the position data of the sight drop point mapped to the display control interface; and S313, calculating the significance index X of the user watching area according to the watching area M of the user.
In some further embodiments, the calculation formula for calculating the saliency index X of the user's gaze area according to the user's gaze area M, i.e. the attention saliency area matching formula, is as follows:
wherein, R (), G (), B () respectively represent the color values corresponding to RGB channels corresponding to points (xi, yi) within the gazing area M, range from 0 to 255, o is a constant, usually 50%, max (n) represents the maximum value of the broadband of the gazing area M, and M and n respectively represent the length and width of the gazing area M. When the attention area matching is calculated through the attention salient area matching formula, the speed is higher, and the memory occupation is lower; the purpose of the above steps is to process the interesting regions automatically and selectively neglect the non-interesting regions, which are called salient regions, based on the human visual characteristics, especially the short-time visual focusing characteristics (when facing a scene or a picture), verifying the display and control interface availability or designing whether the display and control interface availability or the design is reasonable by a saliency matching model of an operation area which needs to pay important attention to the interface design scheme, namely objectively extracting display and control interface availability sample data corresponding to each design scheme as much as possible by setting a certain attention saliency area matching model and evaluating the display and control interface availability sample data, therefore, the defect that only experts are used for subjective verification and evaluation in the prior art is overcome, and the problem of human factor suitability of the human-computer interface is efficiently and conveniently found.
S4, repeating the steps S2-S3, and finishing the leaving selection of all design schemes in the display control interface design database;
s5, selecting the design scheme with the highest score from the reserved design schemes; and selecting background images in the alternative background library one by one and carrying out image fusion and display on the background images and the image targets in the design scheme so as to enable a user to select an interface design scheme with highest availability.
In some specific embodiments, in order to achieve organic fusion matching of an operation user region of interest, i.e., a saliency region, and an important recognition region required in interface design, a directional idea is provided for a user, and the user is further guided to select an interface design scheme with the highest usability to design an image fusion display scheme, which specifically includes: when the background image in S5 is image-fused with the image object in the design, the calculation model for image-fusing the image object M extracted from the display image data u0 including the image object is:
wherein C1 and C2 are constants which are respectively the average value of pixels inside a boundary curve C corresponding to the image target and the average value of pixels outside C, x and y represent the horizontal and vertical coordinates of the pixels u0 in an image coordinate system, phi (x and y) is a level set function of u0, the column number mu of the pixels is set to be mu larger than or equal to 0, and the row number upsilon of the pixels is set to be non-zero constant lambda of the boundary curve C corresponding to the image target, wherein upsilon is larger than or equal to 01>0,λ2>0, omega represents a bounded subset of image targets, whose boundary is curve C,
σ is the first derivative of H and,
the newly generated image T is then represented as:
carrying out XOR processing on the coordinate data of the same image pixel in the two pictures for the meaning of XOR; u0 is a display image presented on the display unit by the current display control interface corresponding to the design scheme, and u1 is a background image.
The design principle of the model carries out image fusion by using features to calculate or using an image mask mode, the image boundary calculation mode realizes the advantages of high calculation speed and low memory occupancy rate, and simultaneously does not need an additional hardware structure, such as directly using GPU to support the calculation requirement.
Furthermore, the invention also considers S6, after selecting the design scheme, adds external variation factors, such as considering the change of the ambient light to further determine the usability of the selected scheme; e.g. considering the control of the light in the test chamber by the controller
The embodiment of the invention has the following beneficial effects:
firstly, judging the significance index of a target position area needing focusing in a display control interface in a design scheme and a watching area of a user to select a design scheme with high interface layout significance degree from a plurality of design schemes so as to realize a first re-fusion design of man-machine compatibility; then selecting the design scheme with the highest score from the reserved design schemes; selecting background images in the alternative background library one by one and carrying out image fusion on the background images and the image targets in the design scheme to complete a second fusion design of the background and the remarkable target so as to select an interface design scheme with the best image target and background image friendliness or attractiveness; so as to provide more objective and friendly interface design display effect for users.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the present application. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (5)
1. An integrated interface information multi-fusion display method is characterized by comprising the following steps:
s1, selecting any one design scheme in a display and control interface design database, wherein the display and control interface design database is a plurality of interface layout schemes which are not different from each other and are designed based on the display and control interface design requirements given by a user;
s2, acquiring display image data displayed on a display unit by a current display control interface corresponding to the selected design scheme and extracting image parameters corresponding to the display image data, wherein the image parameters comprise image targets required to be identified in the display image data;
s3, obtaining display and control interface availability sample data of an operator on the current display and control interface, wherein the display and control interface availability sample data is obtained by performing availability test sampling on a certain display and control interface by the operator; the display control interface availability sample data is attention data of an operator to the display control interface, the attention data comprises a watching area and residence time when the operator watches the display control interface, if the residence time meets a set requirement, a significance index of the watching area of the user is obtained, if the index meets a set value, the display control interface availability is judged to be good, and the design scheme is temporarily reserved;
s4, repeating the steps S2-S3, and finishing the leaving selection of all design schemes in the display control interface design database;
s5, selecting the design scheme with the highest score from the reserved design schemes; and selecting background images in the alternative background library one by one and carrying out image fusion and display on the background images and the image targets in the design scheme so that a user can select an interface design scheme with the highest availability.
2. The method according to claim 1, wherein when the background image in S5 is image-fused with the image object in the design, the calculation model for image fusion of the image object M extracted from the display image data u0 including the image object is:
wherein C1 and C2 are constants which are respectively the average value of pixels inside a boundary curve C corresponding to the image target and the average value of pixels outside C, x and y represent the horizontal and vertical coordinates of the pixels u0 in an image coordinate system, phi (x and y) is a level set function of u0, the column number mu of the pixels is set to be mu larger than or equal to 0, and the row number upsilon of the pixels is set to be non-zero constant lambda of the boundary curve C corresponding to the image target, wherein upsilon is larger than or equal to 01>0,λ2>0, omega represents a bounded subset of image targets, whose boundary is curve C,
σ is the first derivative of H and,
the newly generated image T is then represented as:
3. the method according to claim 1, wherein the step of S3 based on obtaining sample data of display control interface availability includes: s31, collecting a watching area when a user watches the display and control interface within a certain time, and calculating the overlapping degree data of the watching area and the position area of the evaluation target on the display and control interface, namely display and control interface availability sample data.
4. The method according to claim 3, wherein the specific step of acquiring a gazing area when the user gazes at the display control interface within a certain time, and calculating data of the overlapping degree of the gazing area and the position area of the evaluation target on the display control interface, namely display control interface availability sample data, comprises:
s311, obtaining a sight line drop point when a user watches the display control interface within a certain time;
s312, acquiring a user watching area M formed by connecting lines of all sight line drop points based on the acquired position data of all sight line drop points;
and S313, calculating the significance index X of the user watching area according to the watching area M of the user.
5. The method according to claim 1, wherein the formula for calculating the significance index X of the user's gaze area according to the user's gaze area M is as follows:
wherein, R (), G (), B () respectively represent the color values corresponding to RGB channels corresponding to points (xi, yi) within the gazing area M, o is a constant, max (n) represents the maximum value of the bandwidth of the gazing area M, and M and n respectively represent the length and width of the gazing area M.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910982061.5A CN110941733B (en) | 2019-10-15 | 2019-10-15 | Integrated interface information multiple fusion display method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910982061.5A CN110941733B (en) | 2019-10-15 | 2019-10-15 | Integrated interface information multiple fusion display method |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110941733A true CN110941733A (en) | 2020-03-31 |
| CN110941733B CN110941733B (en) | 2020-11-03 |
Family
ID=69905819
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910982061.5A Active CN110941733B (en) | 2019-10-15 | 2019-10-15 | Integrated interface information multiple fusion display method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110941733B (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112312178A (en) * | 2020-07-29 | 2021-02-02 | 上海和煦展览有限公司 | Multimedia image processing system of multimedia exhibition room |
| CN113655882A (en) * | 2021-08-17 | 2021-11-16 | 中国人民解放军军事科学院战争研究院 | Human-computer interface information screening method based on eye movement data measurement |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH11288342A (en) * | 1998-02-09 | 1999-10-19 | Toshiba Corp | Device and method for interfacing multimodal input/ output device |
| CN1604139A (en) * | 2004-10-28 | 2005-04-06 | 上海交通大学 | Method for constructing image fusion estimation system |
| CN103713728A (en) * | 2014-01-14 | 2014-04-09 | 东南大学 | Method for detecting usability of complex system human-machine interface |
| CN104461580A (en) * | 2014-12-30 | 2015-03-25 | 北京经开投资开发股份有限公司 | Web user interface implementation method |
-
2019
- 2019-10-15 CN CN201910982061.5A patent/CN110941733B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH11288342A (en) * | 1998-02-09 | 1999-10-19 | Toshiba Corp | Device and method for interfacing multimodal input/ output device |
| CN1604139A (en) * | 2004-10-28 | 2005-04-06 | 上海交通大学 | Method for constructing image fusion estimation system |
| CN103713728A (en) * | 2014-01-14 | 2014-04-09 | 东南大学 | Method for detecting usability of complex system human-machine interface |
| CN104461580A (en) * | 2014-12-30 | 2015-03-25 | 北京经开投资开发股份有限公司 | Web user interface implementation method |
Non-Patent Citations (1)
| Title |
|---|
| 严慧敏等: "购物类Ａｐｐ界面设计的眼动实验分析评价", 《工业设计研究》 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112312178A (en) * | 2020-07-29 | 2021-02-02 | 上海和煦展览有限公司 | Multimedia image processing system of multimedia exhibition room |
| CN113655882A (en) * | 2021-08-17 | 2021-11-16 | 中国人民解放军军事科学院战争研究院 | Human-computer interface information screening method based on eye movement data measurement |
Also Published As
| Publication number | Publication date |
|---|---|
| CN110941733B (en) | 2020-11-03 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Micallef et al. | Towards perceptual optimization of the visual design of scatterplots | |
| KR101346539B1 (en) | Organizing digital images by correlating faces | |
| US8677282B2 (en) | Multi-finger touch adaptations for medical imaging systems | |
| CN109343700B (en) | Eye movement control calibration data acquisition method and device | |
| JP5000781B1 (en) | Image processing apparatus, image processing apparatus control method, program, and information storage medium | |
| CN110941733B (en) | Integrated interface information multiple fusion display method | |
| CN101681501A (en) | Image processing apparatus, method, and storage medium | |
| US20120147053A1 (en) | Image processing apparatus, image processing method, and program | |
| US9773183B2 (en) | Morphological automatic Landolt C orientation detection | |
| CN112767392A (en) | Image definition determining method, device, equipment and storage medium | |
| Rudoy et al. | Crowdsourcing gaze data collection | |
| WO2021047492A1 (en) | Target tracking method, device, and computer system | |
| CN110737497B (en) | Display control interface aided decision design optimization method | |
| CN104866194B (en) | Image searching method and device | |
| CN111176425A (en) | Multi-screen operation method and electronic system using same | |
| CN109960405A (en) | Mouse operation method, device and storage medium | |
| JP7337557B2 (en) | Information processing device, system, information processing method and program | |
| CN110704292B (en) | Evaluation method for display control interface design | |
| Laco et al. | Depth in the visual attention modelling from the egocentric perspective of view | |
| CN111429526B (en) | Sight tracking calibration method based on layer-by-layer segmentation nine-point positioning by quartering method | |
| US10945034B2 (en) | Video fractal cross correlated action bubble transition | |
| JP2021015527A (en) | Makeup evaluation apparatus, makeup evaluation system, and makeup evaluation method | |
| CN110275608A (en) | Human eye sight method for tracing | |
| CN113055599B (en) | Camera switching method and device, electronic equipment and readable storage medium | |
| CN114510591B (en) | Digital image generating and typesetting system and method |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |