CN107144240A - A kind of system and method for detecting glass panel surface defect - Google Patents
A kind of system and method for detecting glass panel surface defect Download PDFInfo
- Publication number
- CN107144240A CN107144240A CN201710335639.9A CN201710335639A CN107144240A CN 107144240 A CN107144240 A CN 107144240A CN 201710335639 A CN201710335639 A CN 201710335639A CN 107144240 A CN107144240 A CN 107144240A
- Authority
- CN
- China
- Prior art keywords
- glass panel
- panel surface
- structure light
- measured
- directions
- 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.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01B—MEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
- G01B11/00—Measuring arrangements characterised by the use of optical techniques
- G01B11/24—Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures
- G01B11/25—Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures by projecting a pattern, e.g. one or more lines, moiré fringes on the object
- G01B11/2513—Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures by projecting a pattern, e.g. one or more lines, moiré fringes on the object with several lines being projected in more than one direction, e.g. grids, patterns
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/01—Arrangements or apparatus for facilitating the optical investigation
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
- G01N21/958—Inspecting transparent materials or objects, e.g. windscreens
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/01—Arrangements or apparatus for facilitating the optical investigation
- G01N2021/0106—General arrangement of respective parts
- G01N2021/0112—Apparatus in one mechanical, optical or electronic block
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/8806—Specially adapted optical and illumination features
- G01N2021/8809—Adjustment for highlighting flaws
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/8806—Specially adapted optical and illumination features
- G01N2021/8829—Shadow projection or structured background, e.g. for deflectometry
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/10—Scanning
- G01N2201/102—Video camera
Abstract
The present invention provides a kind of detection glass panel surface defect system and method, the present invention is by simple lens, telecentric beam path is combined with phase measurement deviation art, by setting coding area-structure light display device, beam splitter, glass panel surface to be measured and image collecting device are allowed to meet reflection law in the position in space, lens are set between coding area-structure light display device and beam splitter, and coding area-structure light display device is located in the object space focal plane of lens, orthogonal standard N is produced by computer control and walks phase shift area-structure light to glass panel surface to be measured, the modulation degree for obtaining deforming area-structure light is handled after collection image through back-end image processing equipment to be distributed, optimal gradient distribution is distributed with optimum height.The present invention solve the legacy system based on phase measurement deviation art in defects detection due to phase caused by system ambiguity and elevation information it is inaccurate the problem of, and then improve glass panel surface defects detection precision and the degree of accuracy.
Description
Technical field
Present invention relates particularly to one kind detection glass panel surface defect system and method.
Background technology
As information technology is developed rapidly in recent years, glass panel is with its high intensity, high rigidity, resistance to compression, and impact resistant etc. is excellent
Point, is widely used in the fields such as LCD liquid crystal display screen, Mobile phone screen, tablet personal computer, household electrical appliance, to its quality requirement also with
It is more harsh.
Glass panel production process includes:Sawing sheet, CNC, grinding, polishing, ion exchange, ultrasonic wave cleaning, silk-screen, baking
It is roasting, plated film etc., links are likely to produce defect in production process.Therefore, the defects detection of glass panel is most important.
Traditional detection method is based on reflected light or transmitted light light-intensity test principle, main to include artificial detection and Machine Vision Detection two
The method of kind.Artificial detection relies primarily on the vision and experience of testing staff, it is easy to malfunctions and takes.At present, domestic glass
The detection of glass panel defect still relies primarily on artificial detection, and workload is heavy, and has human eye compared with major injury.Machine vision is examined
Survey and human eye instead of using CCD camera, by setting suitable light source so that defect is protruded, this method stability is high, measurement speed
Degree is fast, but light source design is complicated, is only only possible to observe defect, and the reflectivity caused by defect under specific angle
When change is smaller, it more difficult to detect defect.In addition, this method belongs to two-dimensional measurement, it is impossible to detect the 3 d shape of glass panel
Defect.Therefore use optical three-dimensional measurement technology turn into detection glass panel so that obtain its surface topography information important means it
One.Measuring three-dimensional morphology technology based on phase measurement deviation art is the principle based on gradiometry, because low-angle can cause
Larger phase place change, it is adaptable to high-precision, the highly sensitive three-dimensional measurement of minute surface and class mirror article, and this method profit
Common incoherent light source is used, but with the measurement accuracy close to interferometer, and without accurate mechanical scanner, reliability
Higher with durability, cost is lower, insensitive to variation of ambient temperature and vibration.However, actual use phase measurement deviation art
Measurement gained phase is not only modulated by the gradient of object under test, but also by the high modulation of object under test, is being demodulated
To phase data in cannot distinguish between gradient and height, i.e., so-called system ambiguity, and system ambiguity can cause phase to be surveyed
There is error in amount.So, system ambiguity how is eliminated, and then accuracy of detection and the degree of accuracy are improved, as people in the art
Member's technical problem urgently to be resolved hurrily.
The content of the invention
In order to overcome the deficiencies in the prior art, the present invention provides a kind of by simple lens, telecentric beam path and phase deviation art phase
With reference to so solve system ambiguity problem detecting system and detection method, can obtain to be measured by detecting system of the present invention
The information transfer system on surface, gradient information and elevation information, to improve the precision and accuracy of glass panel defects detection, and
System architecture is optimized by beam splitter, is conducive to detecting system to be miniaturized.
To achieve the above object, the present invention provides following technical scheme:
Technical scheme one:
A kind of system for detecting glass panel surface defect, including:Coding area-structure light display device, lens, beam splitter,
Image collecting device and image processing equipment;
Image collector is arranged in directly over glass panel surface to be measured, coding area-structure light display device and IMAQ
Device is each perpendicular to glass panel surface to be measured and placed, and 45 ° of beam splitter inclination is arranged at image collecting device and treated with glass panel
Survey between surface so that coding area-structure light display device produces incidence side of the light through beam splitter to glass panel surface to be measured
It is parallel to the radiation direction with reflexing to image collecting device through glass panel surface to be measured, wherein:Coding area-structure light is shown
Lens are provided between equipment and beam splitter, and the object space focal plane image that coding area-structure light display device is located at lens is adopted
Provided with object space telecentric lens formation telecentric beam path in acquisition means;Coding area-structure light display device exports orthogonal mark respectively
Quasi- N is walked to turn back by beam splitter again after phase shift area-structure light, rays pass through lens and is imaged in glass panel surface to be measured, through glass
The deformation area-structure light obtained after panel surface modulation to be measured enters the light receiving surface of image collecting device, image collecting device point
Do not gather the distressed structure light image obtained in the two directions after each phase shift, and by back-end image processing equipment at
Reason.
According to embodiments of the present invention, the area-structure light pattern that coding area-structure light display device is produced in the present invention is sine
Striped.
Technical scheme two:
A kind of detection method of glass panel surface defect, comprises the following steps:
Step A:Build following detecting system:
Image collector is arranged in directly over glass panel surface to be measured, coding area-structure light display device and image are adopted
Acquisition means are each perpendicular to glass panel surface to be measured and placed, and beam splitter tilts 45 ° and is arranged at image collecting device and glass panel
Between surface to be measured, it is allowed to meet reflection law, wherein:Provided with object space telecentric lens formation telecentricity light in image collecting device
Road, is provided with lens, and coding area-structure light display device is placed between coding area-structure light display device and beam splitter
At the object space focal plane of mirror;
Step B:The detecting system built based on step A, control coding area-structure light display device is produced respectively mutually to hang down
Straight standard N walks phase shift area-structure light and projected by beam splitter to glass panel surface to be measured, through glass panel surface to be measured
The deformation area-structure light obtained after modulation enters light receiving surface in image collecting device, and image collecting device gathers two sides respectively
N frame deformation plance structure light images obtained by upwards, the span of the N is N≤3, and by the view data collected
Obtain deforming modulation degree distribution map, gradient distribution map and the height distribution map of area-structure light by image processing device processes.
Further, when area-structure light pattern is sine streak, technical scheme is as follows:
A kind of detection method of glass panel surface defect, comprises the following steps:
Step A:Build following detecting system:
Image collector is arranged in directly over glass panel surface to be measured, coding area-structure light display device and image are adopted
Acquisition means are each perpendicular to glass panel surface to be measured and placed, and beam splitter tilts 45 ° and is arranged at image collecting device and glass panel
Between surface to be measured, it is allowed to meet reflection law, wherein:Provided with object space telecentric lens formation telecentricity light in image collecting device
Road, is provided with lens, and coding area-structure light display device is placed between coding area-structure light display device and beam splitter
At the object space focal plane of mirror;
Step B:Detect surface defect information to be measured;
B1:The detecting system built based on step A, coding area-structure light display device projects orthogonal standard respectively
N walks phase shift area-structure light to glass panel surface to be measured, the deformation area-structure light obtained after glass panel surface modulation to be measured
The light receiving surface into image collecting device, image collecting device is gathered respectively obtains N frame deforming stripe images in both direction,
The span of the N is N≤3, it is assumed that orthogonal both direction is respectively x directions and y directions, then:CCD camera is gathered
The light intensity of the horizontal direction deforming stripe image of n-th phase shift can be expressed as follows:
In formula:A (x, y) is background light intensity,For x directions fringe contrast, δnFor phase shift size,
It is the additive phase introduced by x directions striped after glass panel surface modulation to be measured;
The light intensity of the vertical direction deforming stripe image of CCD camera collection n-th phase shift can be expressed as follows:
In formula:A (x, y) is background light intensity,For y directions fringe contrast, δnFor phase shift size,
It is the additive phase introduced by y directions striped after glass panel surface modulation to be measured;
X Direction distortions stripe pattern or y Direction distortion stripe patterns are selected, equation below is used by image processing equipment
Calculate the modulation degree distribution for obtaining deforming stripe:
In formula:In(x, y) is gained deforming stripe figure after x Direction distortions striped or y Direction distortion striped n-th phase shifts
The light intensity value of picture, δnFor phase shift size;
B2:By N frames x Direction distortions stripe image data obtained by step B1 and N frame y Direction distortions stripe image data difference
The phase for obtaining deforming stripe using least square method calculating by image processing equipment can use following expression:
In formula:The span of phase is (- π, π);
B3:X, y both direction for obtaining glass panel surface to be measured are calculated by below equation by image processing equipment
Gradient distribution:
In formula:gx、gyThe gradient in x directions and y directions is represented respectively,The phase in x directions and y directions is represented respectively
Potential difference, PxOr PyFor the cycle of sine streak on coding area-structure light display device, LyFor coding area-structure light display device to glass
The distance on glass panel surface to be measured;
B4:The gradient in x directions and y directions is carried out respectively using Southwell integral models by image processing equipment
Integration, the height for obtaining glass panel surface to be measured is distributed as:
H=∫ gxdx+gydy。
The principle of the invention is as follows:
The present invention is the area-structure light for generating horizontally and vertically direction respectively on the display device, passes through image collecting device
The virtual image that area-structure light is deformed after surface modulation to be measured is gathered successively, is calculated phase deviation information, is passed through measurement model
Gradient information can be obtained, and then the three-dimensional shaped of tested high reflection object can be recovered by gradient information by integral operation
Looks;
When considering the ambiguity problem for the phase place change that height is brought, deforming stripe is obtained through surface modulation to be measured
PhaseCompared to the phase that gained striped is modulated through the plane of referenceDifference be expressed as follows:
In formula:H represents height change, LyDisplay screen is represented the distance between to the plane of reference, α represents display screen and phase owner
The angle of light after reflection, β represents the angle of camera chief ray and plane to be measured, and θ represents gradient;
It can be seen that from above formula:When α=90 ° in formula, during β=90 °, previous item is equal to 0 in bracket, and now height becomes
Phase error is minimum caused by changing, i.e. the influence of system ambiguity is minimum.
Thus, detecting system of the present invention on the basis of design telecentric beam path, image collecting device and surface to be measured it
Between increase beam splitter, and by the position that beam splitter is placed in plane included angle to be measured is 45 °, image collecting device and display device
It is each perpendicular to plane to be measured to place so that coding area-structure light display device produces light through beam splitter to glass panel table to be measured
The incident direction in face is parallel with the radiation direction that image collecting device is reflexed to through glass panel surface to be measured, forms same meeting
Under conditions of axial light path so that detecting system structure is more compact;Now, forming the situation of telecentric beam path and meeting coaxial
Under conditions of light path system, angle and camera chief ray and the folder of to be measured plane of the display screen with camera chief ray after reflection
Angle is satisfied by 90 °, and now phase error caused by height change is minimum.Further, the present invention is in display device and beam splitter
Between simple lens is set, display device is located at the object space focal plane of simple lens, and then by glass panel apparent height to be measured
Caused phase place change images in same area by simple lens, to reach the purpose for more thoroughly eliminating system ambiguity.
Compared with prior art, the invention has the advantages that:
Detecting system reasonable in design of the present invention, by the way that lens, telecentric beam path are combined with phase measurement deviation art
Coaxial optical path system is formed, the system that phase measurement deviation art is carried out present in measuring three-dimensional morphology in the prior art is solved many
Adopted sex chromosome mosaicism.The present invention reduces display device generation light by setting telecentric lens and adopted after surface modulation to be measured in image
On acquisition means imaging plane into image distortion, that is, overcome image collecting device due to caused by focusing is inaccurate measurement miss
Difference, reduces the so-called near big and far smaller distortion caused;In the case where forming telecentric beam path, the present invention is acted on by beam splitter and realized
Camera chief ray is parallel with display device chief ray, forms coaxial optical path system, and then cause system ambiguity minimum;Enter one
Step ground, the present invention sets simple lens between display device and beam splitter, display device is located at the object space focal plane of simple lens
Place, and then more thoroughly eliminate system ambiguity;Because detecting system of the present invention eliminates system ambiguity and overcomes image to adopt
Measurement error caused by acquisition means focusing is inaccurate, therefore detecting system of the present invention can accurately obtain elevation information in phase unwrapping
And gradient information, improve precision and the degree of accuracy of glass panel surface defects detection.In addition, passing through beam splitting in present invention design
Mirror light path of turning back can reduce detecting system volume so that detecting system structure is more compact.
Brief description of the drawings
Fig. 1 is the schematic diagram of glass panel defect detecting system;1 is coding area-structure light display device in figure, and 2 are
Mirror, 3 be beam splitter, and 4 be telecentric lens, and 5 be image collecting device, and 6 be glass panel surface to be measured;
Fig. 2 is the flow chart of glass panel defect detecting system.
Embodiment
The principle of the invention is described in detail below in conjunction with the specific embodiment of the invention and Figure of description:
Embodiment:
It is as shown in Figure 1 the system of present invention detection glass panel surface defect, including:Encode area-structure light display device
1, lens 2, telecentric lens 4, beam splitter 3, image collecting device 5 and image processing equipment;
Area-structure light display device 1, beam splitter 3, glass panel surface 6 to be measured are encoded with image collecting device 5 in space
Position relationship meet reflection law, wherein:Image collecting device 5 is located at provided with the glass panel surface of surface 6 to be measured, image
Provided with object space telecentric lens formation telecentric beam path in harvester 5, beam splitter 3 tilt 45 degree be arranged at image collecting device 5 and
Between glass panel surface 6 to be measured so that system ambiguity is minimum, set between coding area-structure light display device 1 and beam splitter 3
There are lens 2, and cause coding area-structure light display device 1 to be located at the object space focal plane of lens 2, thoroughly to eliminate system ambiguity
Sex chromosome mosaicism;Coding area-structure light display device 1 exports orthogonal standard N steps phase shift area-structure light respectively, and light passes through saturating
Turned back and be imaged in glass panel surface 6 to be measured by beam splitter 3 again after mirror 2, obtained after being modulated through glass panel surface 6 to be measured
The light receiving surface (i.e. photosurface in figure) that area-structure light enters in image collecting device 5 is deformed, image collecting device 5 is gathered respectively
The distressed structure light image obtained in the two directions after each phase shift, and handled by back-end image processing equipment;
To overcome image collecting device due to the inaccurate caused measurement error of focusing, the present invention is in image collecting device
Using object space telecentric lens, the object space telecentric lens are to be placed on aperture diaphragm in the image space focal plane of optical system to be formed
Telecentric beam path.Even if it is inaccurate to be focused using above-mentioned telecentric beam path, into picture deviate scale, what is obtained in scale plane seems
The projection image being made up of disc of confusion.But because the chief ray that same point is sent on object is not moved with the position of object and become
(, in infinity, chief ray is all the time parallel to optical axis, and chief ray is by all meeting at emergent pupil center, i.e. aperture light after object lens for entrance pupil for change
Late center), therefore the key light line position at two disc of confusion centers for passing through the projection image two ends on scale plane is constant, two
Disc of confusion centre distance (i.e. object height) is constant all the time.It therefore, it can overcome object under test due to the inaccurate caused survey of focusing
Error is measured, that is, reduces the so-called near big and far smaller distortion caused.
Further, to solve ambiguity problem of the high modulation in phase place change caused by phase demodulating, the present invention exists
In the case of considering height factor, the phase of deforming stripe will be obtained through surface modulation to be measuredModulated compared to through the plane of reference
The phase of gained stripedDifference be expressed as follows:
In formula:H represents height change, LyDisplay screen is represented the distance between to the plane of reference, α represents display screen and phase owner
The angle of light after reflection, β represents the angle of camera chief ray and plane to be measured, and θ represents gradient;
When α=90 ° in formula, during β=90 °, previous item is equal to 0, and now phase error caused by height change in bracket
The influence of minimum, i.e. system ambiguity is minimum.
The present invention increases beam splitter in the optical path, and beam splitter is placed in is 45 ° of position with plane included angle to be measured, and makes
Obtain CCD camera and display screen is each perpendicular to plane to be measured and placed so that coding area-structure light display device produces light through beam splitting
Mirror to glass panel surface to be measured incident direction and the light side of image collecting device is reflexed to through glass panel surface to be measured
To parallel, in addition, under conditions of satisfaction forms coaxial optical path so that detecting system structure is more compact.
The present invention is under conditions of forming the situation of telecentric beam path and meeting coaxial optical path system, display screen and phase owner
Light angle after reflection and camera chief ray and the angle of plane to be measured are satisfied by 90 °, now caused by height change
Phase error is minimum.Further, the present invention sets simple lens between display device and beam splitter, is located at display device single
At the object space focal plane of lens, so by the phase place change caused by glass panel surface defect height to be measured by simple lens into
As in same area, to reach the purpose for more thoroughly eliminating system ambiguity.601 be reference planes in Fig. 1, from coded faces knot
A on structure light display device 11The incident ray a that point is sent1Reference planes are met in O1Point, the present embodiment image collecting device 5 leads to
Frequently with CCD camera, corresponding reflection light r1B is imaged in by the photocentre o of CCD camera1Point;For the phase under camera coordinates system
Same B1Point, then reflection light r1Constant, using ray tracing technology, incident ray is changed into a2, show and set in coding area-structure light
Corresponding point is A on standby 12.Incident ray r2Meet at glass panel surface O to be measured2Point, it is assumed that in point O2The tangent plane at place be 602 with
The angle of reference planes is γ, according to reflection law then incident ray r2Relative to r12 γ angle is turned over.
As shown in Fig. 2 the present invention provides a kind of method for detecting glass panel surface defect:
Step A:Build measuring system;
It is preferably LCD display that area-structure light display device 1 is encoded in the present embodiment;
Image collecting device 5 generally uses CCD camera in the present embodiment, and specifically, CCD camera model is in the present embodiment
GT1660/C, and camera lens are focal length 55mm telecentric lens (Computar TEC-M55);
The focal length of lens 2 is 300mm in the present embodiment;
The splitting ratio of beam splitter 3 is 50R/50T in the present embodiment;
LCD display, beam splitter 3, the glass panel surface 6 to be measured of setting computer code and CCD camera are in space
Position causes above-mentioned four to meet reflection law, wherein:Lens 2 are provided between LCD display and beam splitter 3, and LCD is shown
Display screen is located at the object space focal plane of lens 2, and image collector is arranged in provided with directly over glass panel surface to be measured, and image is adopted
Provided with object space telecentric lens formation telecentric beam path in acquisition means, 45 ° of the inclination of beam splitter 3 is arranged at CCD camera and treated with glass panel
Survey between surface 6, for the light of the LCD display generation located at the glass panel side of surface 6 to be measured to be turned back in glass surface
Plate surface 6 to be measured is imaged;
Step B:Detect surface defect information to be measured;
B1:The detecting system built based on step A, because the area-structure light of LCD display generation is by computer code,
Therefore direction and the cycle of area-structure light can be conveniently adjusted, the area-structure light pattern that the present embodiment is used is fixed for sine streak
Horizontal direction sine streak is x directions in adopted the present embodiment, and vertical direction sine streak is y directions;Contrasted with reference planes, root
According to the face shape feature on glass panel surface to be measured, when passing through surface to be measured corresponding deviation, and x and y directions can occur for light
Deviation differ, the phase offset of the sine streak of corresponding both direction is also different;
In no particular order, the present embodiment LCD shows for the generation of above-mentioned two direction standard N step phase shifted sinusoidal stripeds and IMAQ
Display screen first produces horizontal direction sine streak, and is turned back and be imaged in glass panel surface 6 to be measured by beam splitter 3 after lens 2,
Then the deforming stripe after being modulated through glass panel surface 6 to be measured reflexes to the receiving plane (i.e. photosurface in figure) of CCD camera,
The first frame image data is collected, LCD display controls to produce the horizontal direction with fixed phase drift size by computer
Stripe pattern, gathers deforming stripe image obtained by each phase shift, one is obtained N frame horizontal direction deforming stripe picture numbers respectively
According to;
Then LCD display produces vertical direction sine streak again, and is turned back after lens 2 by beam splitter 3 in glass
Panel surface 6 to be measured is imaged, and the deforming stripe after then being modulated through glass panel surface 6 to be measured reflexes to the reception of CCD camera
Plane (i.e. photosurface in figure), collects the first frame image data, and LCD display is produced to have and fixed by computer control
The vertical direction stripe pattern of phase difference, gathers deforming stripe image obtained by each phase shift, one is obtained N frame vertical directions respectively
Deforming stripe view data;
Therefore, the light intensity of the horizontal direction deforming stripe image of CCD camera collection n-th phase shift can be expressed as follows:
In formula:A (x, y) is background light intensity,For horizontal direction fringe contrast, δnFor phase shift size, It is the additive phase introduced by horizontal direction striped after glass panel surface modulation to be measured;
The light intensity of the vertical direction deforming stripe image of CCD camera collection n-th phase shift can be expressed as follows:
In formula:A (x, y) is background light intensity,For vertical direction fringe contrast, δnFor phase shift size, It is the additive phase introduced by vertical direction striped after glass panel surface modulation to be measured;
Vertical direction deforming stripe image or horizontal direction deforming stripe image are selected, by image processing equipment using such as
Lower formula calculates the modulation degree distribution for obtaining deforming stripe:
In formula:In(x, y) is gained deformation after vertical direction deforming stripe or horizontal direction deforming stripe n-th phase shift
The light intensity value of stripe pattern, δnFor phase shift size;
B2:By N frames horizontal direction deforming stripe view data obtained by step B1 and N frame vertical direction deforming stripe picture numbers
The phase for obtaining deforming stripe according to being calculated respectively by image processing equipment using least square method can use following expression:
Pass through anti-triangulo operation because phase shift method extracts deforming stripe information, obtained phase is blocked, be wrapped in [-
π, π] between, therefore phase unwrapping first should be carried out using phase-unwrapping algorithm, because being treated using optical system of the present invention to glass panel
Survey surface and detected the ambiguity problem for having overcome high modulation in phase place change caused by phase demodulating, therefore can directly pass through
Equation below calculates the optimal gradient distribution of x, y both direction on glass panel surface to be measured:
In formula:gx、gyThe gradient in x directions and y directions is represented respectively,The phase in x directions and y directions is represented respectively
Potential difference, PxOr PyThe cycle of sine streak, L are produced for LCD displayyFor LCD display to glass panel surface to be measured away from
From;
B4:The optimal gradient in x directions and y directions is carried out using Southwell integral models by image processing equipment
Integration, the optimum height for obtaining glass panel surface to be measured is distributed as:
H=∫ gxdx+gydy。
Embodiments of the invention are set forth above in association with accompanying drawing, but the invention is not limited in above-mentioned specific
Embodiment, above-mentioned embodiment is only schematical, rather than restricted, and one of ordinary skill in the art exists
Under the enlightenment of the present invention, in the case of present inventive concept and scope of the claimed protection is not departed from, many shapes can be also made
Formula, these are belonged within the protection of the present invention.
Claims (9)
1. a kind of system for detecting glass panel surface defect, it is characterised in that including:Area-structure light display device (1) is encoded,
Lens (2), beam splitter (3), image collecting device (5) and image processing equipment;
Image collecting device (5) is directly over glass panel surface to be measured (6), coding area-structure light display device (1) and figure
Placed as harvester (5) is each perpendicular to glass panel surface to be measured (6), beam splitter (3) tilts 45 ° and is arranged at image collector
Put between (5) and glass panel surface to be measured (6) so that coding area-structure light display device (1) produces light through beam splitter (3)
Incident direction to glass panel surface to be measured (6) through glass panel surface to be measured (6) with reflexing to image collecting device (5)
Radiation direction is parallel, wherein:Encode and lens (2) are provided between area-structure light display device (1) and beam splitter (3), and to compile
Code area-structure light display device (1), which is located in the object space focal plane image collecting device (5) of lens (2), is provided with object space telecentric lens
(4) telecentric beam path is formed;Coding area-structure light display device (1) exports orthogonal standard N steps phase shift area-structure light respectively,
Turned back and be imaged in glass panel surface to be measured (6) by beam splitter (3) again after rays pass through lens (2), it is to be measured through glass panel
The deformation area-structure light obtained after the modulation of surface (6) enters the light receiving surface of image collecting device (5), image collecting device (5)
Gather the distressed structure light image obtained in the two directions after each phase shift respectively, and by back-end image processing equipment at
Reason.
2. a kind of system for detecting glass panel surface defect according to claim 1, it is characterised in that the face structure
Optical mode is sine streak.
3. a kind of detection method of glass panel surface defect, it is characterised in that comprise the following steps:
Step A:Build detecting system;
By image collecting device (5) directly over the glass panel surface to be measured (6), coding area-structure light display device (1) and
Image collecting device (5) is each perpendicular to glass panel surface to be measured (6) placement, and beam splitter (3) tilts 45 ° and is arranged at IMAQ
Between device (5) and glass panel surface to be measured (6), it is allowed to meet reflection law, wherein:It is provided with image collecting device (5)
Object space telecentric lens formation telecentric beam path, is provided with lens (2) between coding area-structure light display device (1) and beam splitter (3), and
So that coding area-structure light display device (1) is placed at the object space focal plane of lens (2);
Step B:The detecting system built based on step A, control coding area-structure light display device projects orthogonal respectively
Standard N walks phase shift area-structure light to glass panel surface to be measured, the deformation plance knot obtained after glass panel surface modulation to be measured
Structure light enters light receiving surface in image collecting device, and image collecting device collects N frame deformation plance structure light images, institute respectively
The span for stating N is N≤3, obtains deforming area-structure light by the processing of N frame deformation plances structure light image by image processing equipment
Modulation degree distribution map, gradient distribution map and height distribution map.
4. a kind of detection method of glass panel surface defect according to claim 3, it is characterised in that the face structure
Optical mode is sine streak.
5. the detection method of a kind of glass panel surface defect according to claim 4, it is characterised in that assuming that mutually hanging down
Straight both direction is respectively x directions and y directions,
Then the sine streak n-th phase shift of x directions obtains the light intensity of deforming stripe image and can be expressed as follows in step B:
In formula:A (x, y) is background light intensity,For x directions fringe contrast, δnFor phase shift size,
It is the additive phase introduced by x directions striped after glass panel surface modulation to be measured;
Then the sine streak n-th phase shift of y directions obtains the light intensity of deforming stripe image and can be expressed as follows in step B:
In formula:A (x, y) is background light intensity,For y directions fringe contrast, δnFor phase shift size,
It is the additive phase introduced by y directions striped after glass panel surface modulation to be measured.
6. the detection method of a kind of glass panel surface defect according to claim 5, it is characterised in that by N number of y directions
The light intensity value of phase shift deforming stripe image or N number of x directions phase shift deforming stripe image is obtained by image processing device processes
The modulation degree distribution of deforming stripe is shown below:
<mrow>
<mi>M</mi>
<mrow>
<mo>(</mo>
<mi>x</mi>
<mo>,</mo>
<mi>y</mi>
<mo>)</mo>
</mrow>
<mo>=</mo>
<msqrt>
<mrow>
<msup>
<mrow>
<mo>(</mo>
<munderover>
<mo>&Sigma;</mo>
<mrow>
<mi>n</mi>
<mo>=</mo>
<mn>1</mn>
</mrow>
<mi>N</mi>
</munderover>
<msub>
<mi>I</mi>
<mi>n</mi>
</msub>
<mo>(</mo>
<mi>x</mi>
<mo>,</mo>
<mi>y</mi>
<mo>)</mo>
<mo>&CenterDot;</mo>
<msub>
<mi>cos&delta;</mi>
<mi>n</mi>
</msub>
<mo>)</mo>
</mrow>
<mn>2</mn>
</msup>
<mo>+</mo>
<msup>
<mrow>
<mo>(</mo>
<munderover>
<mo>&Sigma;</mo>
<mrow>
<mi>n</mi>
<mo>=</mo>
<mn>1</mn>
</mrow>
<mi>N</mi>
</munderover>
<msub>
<mi>I</mi>
<mi>n</mi>
</msub>
<mo>(</mo>
<mi>x</mi>
<mo>,</mo>
<mi>y</mi>
<mo>)</mo>
<mo>&CenterDot;</mo>
<msub>
<mi>sin&delta;</mi>
<mi>n</mi>
</msub>
<mo>)</mo>
</mrow>
<mn>2</mn>
</msup>
</mrow>
</msqrt>
</mrow>
In formula:In(x, y) is gained deforming stripe image after x Direction distortions striped or y Direction distortion striped n-th phase shifts
Light intensity value, δnFor phase shift size.
7. the detection method of a kind of glass panel surface defect according to claim 5, it is characterised in that obtain step B
To N frame x Direction distortion area-structure light images and N frame y Direction distortion area-structure light images adopted respectively by image processing equipment
The phase expression formula difference for obtaining deforming stripe in both direction with least square method calculating is as follows:
Wherein:The span of phase is (- π, π).
8. the detection method of a kind of glass panel surface defect according to claim 7, it is characterised in that assuming that mutually hanging down
Straight both direction is respectively x directions and y directions, and obtaining glass panel according to below equation calculating by image processing equipment treats
The gradient distribution for surveying x, y both direction on surface is as follows:
Wherein gx、gyThe gradient in x directions and y directions is represented respectively,The phase difference in x directions and y directions is represented respectively,
PxOr PyFor the cycle of sine streak on coding area-structure light display device, LyFor coding area-structure light display device to glass surface
The distance on plate surface to be measured.
9. the detection method of a kind of glass panel surface defect according to claim 8, it is characterised in that use
Southwell integral models are integrated respectively to the gradient in x directions and y directions, obtain the height on glass panel surface to be measured
It is distributed as:
H=∫ gxdx+gydy。
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710335639.9A CN107144240A (en) | 2017-05-12 | 2017-05-12 | A kind of system and method for detecting glass panel surface defect |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710335639.9A CN107144240A (en) | 2017-05-12 | 2017-05-12 | A kind of system and method for detecting glass panel surface defect |
Publications (1)
Publication Number | Publication Date |
---|---|
CN107144240A true CN107144240A (en) | 2017-09-08 |
Family
ID=59777581
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201710335639.9A Pending CN107144240A (en) | 2017-05-12 | 2017-05-12 | A kind of system and method for detecting glass panel surface defect |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN107144240A (en) |
Cited By (24)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107764841A (en) * | 2017-11-17 | 2018-03-06 | 西安中科光电精密工程有限公司 | It is a kind of to detect and distinguish the device and method of clear glass cover plate upper and lower surface defect |
CN109541802A (en) * | 2019-01-21 | 2019-03-29 | 上海理工大学 | A kind of double light path double telecentric optical system |
CN109557101A (en) * | 2018-12-29 | 2019-04-02 | 桂林电子科技大学 | A kind of defect detecting device and method of nonstandard high reflection curve surface work pieces |
CN109870129A (en) * | 2019-03-25 | 2019-06-11 | 中国计量大学 | A kind of wafer surface roughness detection device based on phase deviation principle |
CN110031483A (en) * | 2019-05-05 | 2019-07-19 | 苏州天准科技股份有限公司 | A kind of glass flaws detection method based on transmission-type Structured Illumination |
CN110031482A (en) * | 2019-05-05 | 2019-07-19 | 苏州天准科技股份有限公司 | A kind of glass flaws detection method based on reflective structure optical illumination |
CN110057841A (en) * | 2019-05-05 | 2019-07-26 | 电子科技大学 | A kind of defect inspection method based on transmittance structure light |
CN110243831A (en) * | 2019-06-06 | 2019-09-17 | 锐捷网络股份有限公司 | Surface defect acquisition system, detection method of surface flaw, device and storage medium |
CN110274907A (en) * | 2018-03-15 | 2019-09-24 | 广西师范大学 | Mirror plane defect detecting system and method based on fan-shaped striped |
CN110618136A (en) * | 2019-10-24 | 2019-12-27 | 北京石晶光电科技股份有限公司 | Stripe detector for artificial optical quartz crystal material |
CN110646376A (en) * | 2019-04-22 | 2020-01-03 | 天津大学 | Lens defect detection method based on fringe deflection |
CN110763159A (en) * | 2019-11-01 | 2020-02-07 | 中国计量大学 | Optical deflection microscopic surface measuring device and method |
CN111220070A (en) * | 2018-11-26 | 2020-06-02 | 中国科学院长春光学精密机械与物理研究所 | Method for acquiring scattered spots of star point image |
CN111273466A (en) * | 2020-01-20 | 2020-06-12 | 凌云光技术集团有限责任公司 | Display screen surface defect detecting system |
CN111323434A (en) * | 2020-03-16 | 2020-06-23 | 征图新视(江苏)科技股份有限公司 | Application of phase deflection technology in glass defect detection |
CN112082512A (en) * | 2020-09-08 | 2020-12-15 | 深圳广成创新技术有限公司 | Calibration optimization method and device for phase measurement deflection technique and computer equipment |
CN112082510A (en) * | 2020-09-03 | 2020-12-15 | 南昌航空大学 | Method for reducing surface shape recovery error of middle shaft part in concave mirror measurement |
CN112488998A (en) * | 2020-11-19 | 2021-03-12 | 安徽农业大学 | Apple stem and calyx detection method based on stripe projection |
CN113030101A (en) * | 2021-03-02 | 2021-06-25 | 成都小淞科技有限公司 | Stripe light coating flaw detection device |
WO2022088596A1 (en) * | 2020-10-30 | 2022-05-05 | 复旦大学 | Apparatus and method for achieving simultaneous focusing of screen and workpiece in deflection measurement |
CN114705133A (en) * | 2022-04-15 | 2022-07-05 | 电子科技大学 | System and method for detecting three-dimensional surface shape of mirror surface with discontinuous height |
CN114778550A (en) * | 2022-04-12 | 2022-07-22 | 上海盛相工业检测科技有限公司 | Object surface feature detection device and method compatible with photometric stereo method and phase deflection method |
CN115541602A (en) * | 2022-12-01 | 2022-12-30 | 常州微亿智造科技有限公司 | Product defect detection method |
CN115655151A (en) * | 2022-12-08 | 2023-01-31 | 常州微亿智造科技有限公司 | Mobile phone rear cover plate detection device and method based on color phase measurement deflection technology |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20070115484A1 (en) * | 2005-10-24 | 2007-05-24 | Peisen Huang | 3d shape measurement system and method including fast three-step phase shifting, error compensation and calibration |
CN101819159A (en) * | 2009-02-27 | 2010-09-01 | 由田新技股份有限公司 | Point light source line arranged type detecting device |
CN103487441A (en) * | 2013-09-24 | 2014-01-01 | 电子科技大学 | Method for defect detection and surface measurement of silicon wafer |
CN104180765A (en) * | 2013-05-28 | 2014-12-03 | 甘志银 | Method and apparatus for measuring warping of substrate in real time in chemical vapor deposition equipment |
CN104279980A (en) * | 2014-10-20 | 2015-01-14 | 电子科技大学 | Mirror surface three-dimensional-surface-shape measuring system based on intelligent photographing mobile phone |
CN104729428A (en) * | 2015-02-27 | 2015-06-24 | 湖北文理学院 | Coaxial structural light based mirror face part three-dimensional shape measuring system and measuring method |
CN106197322A (en) * | 2016-09-20 | 2016-12-07 | 电子科技大学 | A kind of area-structure light three-dimension measuring system |
-
2017
- 2017-05-12 CN CN201710335639.9A patent/CN107144240A/en active Pending
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20070115484A1 (en) * | 2005-10-24 | 2007-05-24 | Peisen Huang | 3d shape measurement system and method including fast three-step phase shifting, error compensation and calibration |
CN101819159A (en) * | 2009-02-27 | 2010-09-01 | 由田新技股份有限公司 | Point light source line arranged type detecting device |
CN104180765A (en) * | 2013-05-28 | 2014-12-03 | 甘志银 | Method and apparatus for measuring warping of substrate in real time in chemical vapor deposition equipment |
CN103487441A (en) * | 2013-09-24 | 2014-01-01 | 电子科技大学 | Method for defect detection and surface measurement of silicon wafer |
CN104279980A (en) * | 2014-10-20 | 2015-01-14 | 电子科技大学 | Mirror surface three-dimensional-surface-shape measuring system based on intelligent photographing mobile phone |
CN104729428A (en) * | 2015-02-27 | 2015-06-24 | 湖北文理学院 | Coaxial structural light based mirror face part three-dimensional shape measuring system and measuring method |
CN106197322A (en) * | 2016-09-20 | 2016-12-07 | 电子科技大学 | A kind of area-structure light three-dimension measuring system |
Non-Patent Citations (6)
Title |
---|
LEI HUANG 等: "Study on three-dimensional shape measurement of partially diffuse and specular reflective surfaces with fringe projection technique and fringe reflection technique", 《PROCEEDINGS OF SPIE》 * |
宋雷: "基于条纹投影和条纹反射的三维形貌测量", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
易京亚: "基于条纹投影和条纹反射的手机壳内外表面质量检测方法", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
王月花: "《薄膜光学与薄膜技术》", 30 November 2009, 中国矿业大学出版社 * |
裴世鑫 等: "《光电信息科学与技术实验》", 30 November 2015, 清华大学出版社 * |
陶涛: "镜面反射物体光学三维测量技术研究", 《万方数据库 学位论文》 * |
Cited By (32)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107764841A (en) * | 2017-11-17 | 2018-03-06 | 西安中科光电精密工程有限公司 | It is a kind of to detect and distinguish the device and method of clear glass cover plate upper and lower surface defect |
CN107764841B (en) * | 2017-11-17 | 2024-03-01 | 仝人智能科技(江苏)有限公司 | Device and method for detecting and distinguishing defects of upper surface and lower surface of transparent glass cover plate |
CN110274907B (en) * | 2018-03-15 | 2021-10-15 | 广西师范大学 | Mirror plane defect detection system and method based on fan-shaped stripes |
CN110274907A (en) * | 2018-03-15 | 2019-09-24 | 广西师范大学 | Mirror plane defect detecting system and method based on fan-shaped striped |
CN111220070A (en) * | 2018-11-26 | 2020-06-02 | 中国科学院长春光学精密机械与物理研究所 | Method for acquiring scattered spots of star point image |
CN111220070B (en) * | 2018-11-26 | 2022-12-20 | 中国科学院长春光学精密机械与物理研究所 | Method for acquiring scattered spots of star point image |
CN109557101A (en) * | 2018-12-29 | 2019-04-02 | 桂林电子科技大学 | A kind of defect detecting device and method of nonstandard high reflection curve surface work pieces |
CN109557101B (en) * | 2018-12-29 | 2023-11-17 | 桂林电子科技大学 | Defect detection device and method for non-elevation reflective curved surface workpiece |
CN109541802A (en) * | 2019-01-21 | 2019-03-29 | 上海理工大学 | A kind of double light path double telecentric optical system |
CN109870129A (en) * | 2019-03-25 | 2019-06-11 | 中国计量大学 | A kind of wafer surface roughness detection device based on phase deviation principle |
CN110646376A (en) * | 2019-04-22 | 2020-01-03 | 天津大学 | Lens defect detection method based on fringe deflection |
CN110057841A (en) * | 2019-05-05 | 2019-07-26 | 电子科技大学 | A kind of defect inspection method based on transmittance structure light |
CN110031482A (en) * | 2019-05-05 | 2019-07-19 | 苏州天准科技股份有限公司 | A kind of glass flaws detection method based on reflective structure optical illumination |
CN110031483A (en) * | 2019-05-05 | 2019-07-19 | 苏州天准科技股份有限公司 | A kind of glass flaws detection method based on transmission-type Structured Illumination |
CN110243831A (en) * | 2019-06-06 | 2019-09-17 | 锐捷网络股份有限公司 | Surface defect acquisition system, detection method of surface flaw, device and storage medium |
CN110243831B (en) * | 2019-06-06 | 2022-02-15 | 锐捷网络股份有限公司 | Surface defect acquisition system, surface defect detection method, surface defect detection device and storage medium |
CN110618136A (en) * | 2019-10-24 | 2019-12-27 | 北京石晶光电科技股份有限公司 | Stripe detector for artificial optical quartz crystal material |
CN110763159A (en) * | 2019-11-01 | 2020-02-07 | 中国计量大学 | Optical deflection microscopic surface measuring device and method |
CN110763159B (en) * | 2019-11-01 | 2021-08-06 | 中国计量大学 | Optical deflection microscopic surface measuring device and method |
CN111273466B (en) * | 2020-01-20 | 2022-06-17 | 凌云光技术股份有限公司 | Display screen surface defect detecting system |
CN111273466A (en) * | 2020-01-20 | 2020-06-12 | 凌云光技术集团有限责任公司 | Display screen surface defect detecting system |
CN111323434A (en) * | 2020-03-16 | 2020-06-23 | 征图新视(江苏)科技股份有限公司 | Application of phase deflection technology in glass defect detection |
CN112082510A (en) * | 2020-09-03 | 2020-12-15 | 南昌航空大学 | Method for reducing surface shape recovery error of middle shaft part in concave mirror measurement |
CN112082512A (en) * | 2020-09-08 | 2020-12-15 | 深圳广成创新技术有限公司 | Calibration optimization method and device for phase measurement deflection technique and computer equipment |
WO2022088596A1 (en) * | 2020-10-30 | 2022-05-05 | 复旦大学 | Apparatus and method for achieving simultaneous focusing of screen and workpiece in deflection measurement |
CN112488998A (en) * | 2020-11-19 | 2021-03-12 | 安徽农业大学 | Apple stem and calyx detection method based on stripe projection |
CN113030101A (en) * | 2021-03-02 | 2021-06-25 | 成都小淞科技有限公司 | Stripe light coating flaw detection device |
CN114778550A (en) * | 2022-04-12 | 2022-07-22 | 上海盛相工业检测科技有限公司 | Object surface feature detection device and method compatible with photometric stereo method and phase deflection method |
CN114705133A (en) * | 2022-04-15 | 2022-07-05 | 电子科技大学 | System and method for detecting three-dimensional surface shape of mirror surface with discontinuous height |
CN115541602A (en) * | 2022-12-01 | 2022-12-30 | 常州微亿智造科技有限公司 | Product defect detection method |
CN115655151A (en) * | 2022-12-08 | 2023-01-31 | 常州微亿智造科技有限公司 | Mobile phone rear cover plate detection device and method based on color phase measurement deflection technology |
CN115655151B (en) * | 2022-12-08 | 2023-03-10 | 常州微亿智造科技有限公司 | Mobile phone rear cover plate detection device and method based on color phase measurement deflection technology |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107144240A (en) | A kind of system and method for detecting glass panel surface defect | |
CN104655011B (en) | A kind of noncontact optical measurement method of irregular convex surface object volume | |
CN104132613B (en) | Noncontact optical volume measurement method for complex-surface and irregular objects | |
CN105783775B (en) | A kind of minute surface and class minute surface object surface appearance measuring device and method | |
CN105203044B (en) | To calculate stereo vision three-dimensional measurement method and system of the laser speckle as texture | |
CN105823416B (en) | The method and apparatus of polyphaser measurement object | |
CN107131847A (en) | A kind of measurement apparatus and method that can be applied to 3D bend glass surface testings | |
CN106705897A (en) | Arc-shaped glass panel defect detecting method used for curved surface electronic display screen | |
CN208520336U (en) | Laser datum bridge Multi-point deflection vision inspection apparatus | |
CN106841237A (en) | A kind of electronic display glass cover plate surfaces defect detecting system and method | |
CN104279981B (en) | The measuring method and device of a kind of absolute face shape of the minute surface based on streak reflex/class mirror article | |
CN105466334B (en) | The lens location calibration method of more camera lens vision collecting devices | |
CN105866129A (en) | Product surface quality online detection method based on digital projection | |
CN106052586A (en) | Stone big board surface contour dimension obtaining system and method based on machine vision | |
CN102183214A (en) | Method for optically detecting large-aperture aspherical mirror structure | |
CN105043720B (en) | The measuring method of infrared fileter refractive index based on single camera | |
CN109859272A (en) | A kind of auto-focusing binocular camera scaling method and device | |
CN106595519A (en) | Flexible 3D contour measurement method and device based on laser MEMS projection | |
CN109089025A (en) | A kind of image instrument digital focus method based on optical field imaging technology | |
CN104913739B (en) | Visual measurement method and device for eccentricity of crank throw of crankshaft | |
CN103267495B (en) | Tower type solar energy thermal power generation unit mirror surface-shaped detection method | |
CN103229036A (en) | Method of determining at least one refraction characteristic of an ophthalmic lens | |
CN103676487B (en) | A kind of workpiece height measurement mechanism and bearing calibration thereof | |
CN106500843B (en) | A kind of imaging spectrometer optimum image plane calibration method and device | |
CN107084671A (en) | A kind of recessed bulb diameter measuring system and measuring method based on three wire configuration light |
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 | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20170908 |
|
RJ01 | Rejection of invention patent application after publication |