WO2018119771A1 - Efficient phase-three-dimensional mapping method and system based on fringe projection profilometry - Google Patents

Efficient phase-three-dimensional mapping method and system based on fringe projection profilometry Download PDF

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WO2018119771A1
WO2018119771A1 PCT/CN2016/112697 CN2016112697W WO2018119771A1 WO 2018119771 A1 WO2018119771 A1 WO 2018119771A1 CN 2016112697 W CN2016112697 W CN 2016112697W WO 2018119771 A1 WO2018119771 A1 WO 2018119771A1
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phase
dimensional mapping
imaging device
dimensional
projection
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PCT/CN2016/112697
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French (fr)
Chinese (zh)
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彭翔
蔡泽伟
刘晓利
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深圳大学
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/24Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures
    • G01B11/25Measuring 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

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  • the invention belongs to the field of optical three-dimensional digital imaging technology, and in particular relates to an efficient phase-three-dimensional mapping method and system based on stripe projection profilometry.
  • Stripe projection profilometry is a non-contact, full-field optical 3D digital imaging and measurement method; it is based on a binocular system, which typically includes a camera and a projector, where the projector projects a set of sine
  • the stripe sequence is applied to the surface of the object to be measured, and the camera collects the deformed fringe pattern modulated by the surface of the object; the modulation phase of the deformed fringe pattern is obtained by the stripe analysis technique, and the three-dimensional shape of the measured object is recovered from the modulation phase by the scene reconstruction method.
  • phase-height mapping directly maps the phase to height according to the phase and height modulation principle, achieving efficient three-dimensional reconstruction.
  • the phase-height mapping method has some limitations, such as the optical axis of the camera or projector needs to be perpendicular to the reference plane, the line connecting the camera and the projector center is parallel to the reference plane, and the reference plane limits the measurement space and the like.
  • the phase-height mapping method usually requires the use of a precision displacement platform or gauge block to obtain accurate height values, which is not suitable for field calibration.
  • the stereo vision method is based on the principle of triangulation for three-dimensional reconstruction.
  • the stereo vision method overcomes the application limitations in the phase-height mapping method; and the calibration process of the stereo vision method is more flexible, and it is only necessary to place the target in the measurement space. The location of the system can be completed.
  • the stereo vision method needs to perform a series of coordinate transformations, especially the corresponding points between the search camera and the projector, which greatly increases the computational complexity and time cost, and significantly reduces the efficiency of the three-dimensional reconstruction.
  • the technical problem to be solved by the present invention is to provide an efficient phase-three-dimensional mapping method and system based on fringe projection profilometry, which aims to directly map the phase to the three-dimensional coordinates of the spatial point, thereby realizing efficient three-dimensional reconstruction of the object to be tested.
  • the present invention provides an efficient phase-three-dimensional mapping method based on fringe projection profilometry based on a binocular system, the binocular system comprising a projection device and an imaging device, the method comprising:
  • Step S1 using a projection device to project a stripe sequence onto the surface of the object to be tested, and using an imaging device to acquire a deformed fringe pattern modulated by the surface of the object to be tested, and calculating a phase of all pixel points on the image of the imaging device according to the deformed fringe pattern. ;
  • Step S2 searching for a phase-three-dimensional mapping coefficient corresponding to each pixel point in a preset phase-three-dimensional mapping coefficient lookup table, and substituting the phase of each pixel point and the corresponding phase-three-dimensional mapping coefficient into a preset
  • the phase-three-dimensional mapping function calculates the three-dimensional coordinates of the object points corresponding to each pixel on the image of the imaging device.
  • phase-three-dimensional mapping function is:
  • (X c ( ⁇ c ), Y c ( ⁇ c ), Z c ( ⁇ c )) is the three-dimensional coordinate of the spatial point of the object to be measured
  • ⁇ c is the phase corresponding to the pixel point
  • X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X c ( ⁇ c ), Y c ( ⁇ c ), respectively.
  • the coefficient of the polynomial in Z c ( ⁇ c ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X c ( ⁇ c ), Y c ( ⁇ c ), Z c ( ⁇ c ), respectively item.
  • the method further includes:
  • Step S01 the system parameters of the binocular system are calibrated by a ray re-projection strategy
  • Step S02 combining the system parameters, calibrating the phase-three-dimensional mapping coefficients by using a sampling mapping strategy, and obtaining a phase-three-dimensional mapping coefficient lookup table.
  • step S01 specifically includes:
  • Step S011 placing a target marked with a marker point in a calibration space, acquiring an image of the imaging device of the target by using the imaging device, and then projecting an orthogonal stripe sequence onto the target by using a projection device, An imaging device acquires an orthogonal fringe pattern modulated by a target surface on which the marker point is printed;
  • Step S012 extracting coordinates of the pixel points of the marker point on the image of the imaging device
  • Step S013 calculating a quadrature phase by the orthogonal fringe pattern, and determining coordinates of the pixel points of the marker point on the image of the projection device by using the quadrature phase;
  • Step S014 by backprojecting the stereoscopic vision model, combining the system parameters to determine the spatial ray of the pixel point on the image of the imaging device and the coordinates of the pixel on the projection device image, respectively, and back projection by the preset ray re-projection.
  • the policy adjusts the system parameter, and uses the system parameter when the sum of the distances of the marker points to the corresponding two spatial rays is the minimum as the system parameter of the binocular system.
  • step S02 specifically includes:
  • Step S021 determining, by using the calibrated system parameters, a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device;
  • Step S022 sampling along the spatial ray in the calibration space, obtaining a series of spatial sampling points, respectively projecting the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value;
  • Step S023 using the phase values corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points to fit the phase-three-dimensional mapping coefficient of the any pixel point;
  • Step S024 repeating steps S021-S023 for each pixel on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel, and generating a phase-three-dimensional mapping coefficient lookup table.
  • the present invention also provides an efficient phase-three-dimensional mapping system based on fringe projection profilometry based on a binocular system comprising a projection device and an imaging device, the phase-three-dimensional mapping system include:
  • phase acquisition module configured to project a stripe sequence to a surface of the object to be tested by using a projection device, and acquire a deformed fringe pattern modulated by the surface of the object to be tested by using an imaging device, and calculate all pixels on the image of the imaging device according to the deformed fringe pattern The phase of the point;
  • a three-dimensional coordinate acquiring module configured to find a phase-three-dimensional mapping coefficient corresponding to each pixel point in a preset phase-three-dimensional mapping coefficient lookup table, and map the phase and corresponding phase-three-dimensional mapping of each pixel point
  • the coefficients are substituted into a preset phase-three-dimensional mapping function to calculate the three-dimensional coordinates of the object points corresponding to each pixel on the image of the imaging device.
  • phase-three-dimensional mapping function is:
  • (X c ( ⁇ c ), Y c ( ⁇ c ), Z c ( ⁇ c )) is the three-dimensional coordinate of the spatial point of the object to be measured
  • ⁇ c is the phase corresponding to the pixel point
  • X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X c ( ⁇ c ), Y c ( ⁇ c ), respectively.
  • the coefficient of the polynomial in Z c ( ⁇ c ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X c ( ⁇ c ), Y c ( ⁇ c ), Z c ( ⁇ c ), respectively item.
  • phase-three-dimensional mapping system further includes a calibration module, the calibration module is configured to calibrate the phase-three-dimensional mapping coefficient, and the calibration module includes a first standard stator module and a second standard stator module;
  • the first standard stator module is configured to calibrate system parameters of the binocular system by a ray re-projection strategy
  • the second standard stator module is configured to combine the system parameters, calibrate the phase-three-dimensional mapping coefficient by using a sampling mapping strategy, and obtain a phase-three-dimensional mapping coefficient lookup table.
  • the first standard stator module specifically includes:
  • a collection sub-module configured to place a target marked with a marker point in a calibration space, acquire an image of the imaging device of the target by using the imaging device, and then project an orthogonal stripe sequence onto the target by using a projection device, Acquiring, by the imaging device, an orthogonal fringe pattern modulated by a target surface on which the marker point is printed;
  • a first coordinate acquisition sub-module configured to extract coordinates of a pixel point of the marker point on the image of the imaging device
  • a second coordinate acquisition submodule configured to calculate a quadrature phase by using the orthogonal fringe pattern, and determine coordinates of the pixel point of the marker point on the image of the projection device by using the quadrature phase;
  • the system parameter standard stator module is configured to determine the spatial ray of the pixel point on the image of the imaging device and the coordinates of the pixel on the projection device image by the back projection stereoscopic vision model, combined with the system parameters, and pass the pre-projection
  • the set ray re-projection strategy adjusts the system parameters, and uses the system parameter when the sum of the distances of the marker points to the corresponding two spatial rays is the minimum as the system parameter of the binocular system.
  • the second standard stator module specifically includes:
  • a spatial ray projection sub-module for determining a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device by using the calibrated system parameter
  • phase value acquisition sub-module configured to sample along the spatial ray in the calibration space, to obtain a series of spatial sampling points, and respectively project the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value
  • the phase-three-dimensional mapping coefficient standard stator module is configured to fit the phase-three-dimensional mapping coefficient of the any pixel point by using the phase value corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points;
  • the phase-three-dimensional mapping coefficient lookup table acquisition sub-module is configured to process each pixel on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel, and generate a phase-three-dimensional mapping coefficient lookup table.
  • the present invention has the beneficial effects that the high-efficiency phase-three-dimensional mapping method and system based on fringe projection profilometry are first found in a preset phase-three-dimensional mapping coefficient lookup table.
  • the phase-three-dimensional mapping coefficient corresponding to each pixel point and then the phase of each pixel point and the corresponding phase-three-dimensional mapping coefficient are substituted into the phase-three-dimensional mapping function, and the three-dimensional coordinates of the object point corresponding to each pixel point can be obtained.
  • the three-dimensional coordinates of the surface of the object to be tested are obtained; the high-efficiency three-dimensional reconstruction of the object to be tested can be achieved by the above method, and the method satisfies the requirements of high-efficiency and high-precision three-dimensional digital imaging and measurement based on fringe projection profilometry.
  • FIG. 1 is a phase-to-three-dimensional mapping coefficient of a phase-three-dimensional mapping function according to an embodiment of the present invention. Schematic diagram of the process of calibration;
  • FIG. 2 is a schematic flow chart of an efficient phase-to-three-dimensional mapping method based on fringe projection profilometry according to an embodiment of the present invention
  • 3 is a back projection stereo vision model of a binocular system constructed by an imaging device-projection device according to an embodiment of the present invention
  • FIG. 4 is a schematic diagram showing coordinate distribution of a planar target mark point on a camera image and a projector image according to an embodiment of the present invention
  • Figure 5 is a phase diagram of a plaster image provided by an embodiment of the present invention.
  • FIG. 6 is a three-dimensional model diagram of a plaster image provided by an embodiment of the present invention.
  • FIG. 7 is a schematic block diagram of an efficient phase-three-dimensional mapping system based on fringe projection profilometry according to an embodiment of the present invention.
  • FIG. 8 is a schematic diagram of a module for calibrating a phase-three-dimensional mapping coefficient of a phase-three-dimensional mapping function according to an embodiment of the present invention.
  • the main implementation idea of the present invention is: deriving the mapping relationship between phase and three-dimensional coordinates based on the back projection stereo vision model, that is, deriving the phase-three-dimensional mapping function; based on the phase-three-dimensional mapping function, a pre-designed one A two-step calibration algorithm, including ray re-projection calibration and sampling mapping calibration, to obtain phase-three-dimensional mapping coefficients; and bringing phase and the phase-three-dimensional mapping coefficients into the phase-three-dimensional mapping function to obtain a surface of the object to be tested The three-dimensional coordinates, and in turn achieve efficient three-dimensional reconstruction of the object to be measured.
  • the high-efficiency phase-three-dimensional mapping method based on fringe projection profilometry is specifically described below, and the fringe projection profiling is based on a binocular system including a projection device and an imaging device; As shown, before performing the method, there is also a pre-processing step; that is, before step S1, further comprising:
  • Step S0 calibrating the phase-three-dimensional mapping coefficient of the phase-three-dimensional mapping function
  • the mapping coefficient of the phase-three-dimensional mapping function is a flexible and accurate calibration of the phase-three-dimensional mapping coefficient realized by pre-designing a two-step calibration algorithm including ray re-projection calibration and sampling mapping calibration;
  • the purpose is to determine the phase-three-dimensional mapping coefficient of each pixel in the image of the imaging device, and to generate a phase-three-dimensional mapping coefficient lookup table of the pixel index.
  • the step S0 includes:
  • Step S01 the system parameters of the binocular system are calibrated by a ray re-projection strategy
  • the ray re-projection refers to: projecting the coordinates of the pixel point back to a spatial ray through the system parameters of the binocular system;
  • the ray re-projection strategy refers to: minimizing the ray re-projection error, that is, adjusting the binocular The system parameters of the system minimize the error distance from the object point to the back projection ray.
  • the step S01 specifically includes:
  • Step S011 placing a target marked with a marker point in a calibration space, acquiring an image of the imaging device of the target by using the imaging device, and then projecting an orthogonal stripe sequence onto the target by using a projection device,
  • the imaging device acquires an orthogonal fringe pattern modulated by the target surface on which the marker points are printed.
  • the target is a planar target
  • the planar target is placed at different positions, and the imaging device image of the target is acquired by the imaging device at each position, and then projected by the projection device.
  • An orthogonal stripe sequence is applied to the target, and an orthogonal fringe pattern modulated by the target surface on which the marker point is printed is acquired by the imaging device.
  • Step S012 extracting coordinates of the pixel points of the marker point on the image of the imaging device
  • Step S013 calculating a quadrature phase by the orthogonal fringe pattern, and determining coordinates of the pixel points of the marker point on the image of the projection device by using the quadrature phase;
  • Step S014 by backprojecting the stereoscopic vision model, combining the system parameters to determine the spatial ray of the pixel point on the image of the imaging device and the coordinates of the pixel on the projection device image, respectively, and back projection by the preset ray re-projection.
  • the policy adjusts the system parameters to correspond to the flag points
  • the system parameter when the sum of the distances of the two spatial rays is the smallest is used as a system parameter for calibrating the binocular system.
  • the binocular system composed of the projection device and the imaging device employs a back projection stereoscopic vision model;
  • the model means, in an ideal case, the coordinates of the pixel points on the image of the projection device corresponding to the same object point and the image of the imaging device The coordinates of the upper pixel point intersect the object point through the back projection of the two spatial rays, which conforms to the physical process of stereoscopic three-dimensional imaging.
  • Step S02 combining the system parameters, calibrating the phase-three-dimensional mapping coefficients by using a sampling mapping strategy, and obtaining a phase-three-dimensional mapping coefficient lookup table.
  • sampling mapping refers to sampling on a reverse projection ray of any pixel on the image of the imaging device to obtain a series of spatial sampling points, and mapping the series of sampling points onto the image of the projection device to obtain a corresponding image.
  • Phase value the sampling mapping strategy refers to fitting the phase-three-dimensional mapping coefficient of the pixel point by using the phase value corresponding to the series of sampling points and the three-dimensional coordinates corresponding to the series of sampling points.
  • the step S02 specifically includes:
  • Step S021 determining, by using the calibrated system parameters, a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device;
  • Step S022 sampling along the spatial ray in the calibration space, obtaining a series of spatial sampling points, respectively projecting the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value;
  • Step S023 using the phase values corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points to fit the phase-three-dimensional mapping coefficient of the any pixel point;
  • Step S024 repeating steps S021-S023 for each pixel on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel, and generating a phase-three-dimensional mapping coefficient lookup table.
  • the phase-three-dimensional mapping coefficient of each pixel in the image of the imaging device is determined by the above calibration process; the phase corresponding to each pixel on the image of the imaging device can be detected by the phase-three-dimensional mapping coefficient lookup table.
  • the mapping coefficient, the phase-three-dimensional mapping coefficient corresponding to each pixel point mentioned here refers to the phase-three-dimensional mapping coefficient corresponding to the coordinates of each pixel point.
  • the method includes:
  • Step S1 using a projection device to project a stripe sequence onto the surface of the object to be tested, and using an imaging device to acquire a deformed fringe pattern modulated by the surface of the object to be tested, and calculating a phase of all pixel points on the image of the imaging device according to the deformed fringe pattern. ;
  • Step S2 searching for a phase-three-dimensional mapping coefficient corresponding to each pixel point in a preset phase-three-dimensional mapping coefficient lookup table, and substituting the phase of each pixel point and the corresponding phase-three-dimensional mapping coefficient into a preset
  • the phase-three-dimensional mapping function calculates the three-dimensional coordinates of the object points corresponding to each pixel on the image of the imaging device.
  • the phase-three-dimensional mapping coefficient lookup table is a phase-three-dimensional mapping coefficient lookup table of a pixel point index; in the phase-three-dimensional mapping coefficient lookup table, the corresponding phase-three-dimensional mapping coefficient is found by a pixel point index.
  • phase-three-dimensional mapping function is:
  • (X c ( ⁇ c ), Y c ( ⁇ c ), Z c ( ⁇ c )) is the three-dimensional coordinate of the spatial point of the object to be measured
  • ⁇ c is the phase corresponding to the pixel point
  • X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X c ( ⁇ c ), Y c ( ⁇ c ), respectively.
  • the coefficient of the polynomial in Z c ( ⁇ c ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X c ( ⁇ c ), Y c ( ⁇ c ), Z c ( ⁇ c ), respectively item.
  • phase-three-dimensional mapping function is based on the mapping relationship between the phase and the three-dimensional coordinates derived from the back projection stereo vision model.
  • the back projection stereo vision model is expressed as:
  • X w and X c are the coordinates of the object point in the world coordinate system and the imaging device coordinate system, respectively, and x c and x p are the pixel points of the object point on the imaging device image and the projection device image, respectively, x' d and x' p is the distortion coordinate corresponding to x c and x p respectively, and m c and m p are the coordinates of the pixel on the imaging device image and the projection device image, respectively, and R c and t c are the coordinate of the world coordinate system to the imaging device, respectively.
  • R s and t s are the rotation matrix and the translation vector of the imaging device coordinate system to the projection device coordinate system, respectively
  • K c and K p are the projection matrix of the imaging device and the projection device, respectively
  • k c and k p is the lens distortion coefficient vector of the imaging device and the projection device, respectively
  • ⁇ c and ⁇ p are scale factors
  • I represents the identity matrix
  • 0 is the zero vector. Indicates homogeneous coordinates.
  • R, t represents an external parameter
  • K, k represents an internal parameter.
  • phase value ⁇ p on the image of the projection device is proportional to the abscissa u p .
  • ⁇ p ⁇ c .
  • the superscript L represents a linear mapping relationship.
  • the pixel point m c on the image of the imaging device corresponds to a line I p on the image of the projection device. Due to lens distortion, the actual polar line is a curved curve I' p . Since I'p is a continuous curve, the curve can be approximated as a polynomial curve according to the Weierstrass approximation theorem. Since m p is on I' p , the image coordinates u p to v p are polynomial mappings:
  • the superscript P represents a polynomial mapping relationship.
  • Equation (5) contains a linear mapping from (u p , v p ) to x′ p and y′ p , expressed as:
  • Correction from the distorted image point x' p to the undistorted image point x p is a polynomial mapping process, expressed as:
  • r ij and t i are elements of R s and t s , respectively.
  • the binocular system remains stationary, and the pixel points on the image of a particular imaging device, R s , t s and image coordinates x c and y c are determined. Therefore, the spatial coordinates X c , Y c and Z c are functions of x p , respectively, expressed as:
  • equation (1) can be derived.
  • the three-dimensional shape of the object to be tested can be reconstructed.
  • the imaging device is a camera
  • the projection device is a projector
  • the object to be tested is a plaster image
  • the phase-three-dimensional mapping coefficient is first calibrated. Specifically, the binocular system consisting of the camera and the projector is calibrated according to steps S011-S014 using the planar target, and the system parameters are optimized; The system parameters are fitted to the phase-three-dimensional mapping coefficients according to steps S021-S024 to generate a phase-three-dimensional mapping coefficient lookup table of the pixel point index, that is, the calibration step is completed.
  • the sinusoidal stripe sequence is first projected onto the surface of the plaster image, and the deformed fringe pattern is acquired by the camera, and the phase of all the pixel points on the camera image is calculated according to the deformed fringe pattern; then, the phase-three-dimensional mapping coefficient is obtained.
  • the corresponding phase-three-dimensional mapping coefficient is found by the pixel index in the lookup table, and the phase value of the pixel and the corresponding phase-three-dimensional mapping coefficient are substituted into the formula (1) to calculate the three-dimensional coordinates, and finally the three-dimensional model is generated.
  • FIG. 4 is a coordinate distribution of the planar target mark point on the camera image and the projector image in one position
  • FIG. 5 is a phase diagram of the plaster image
  • FIG. 6 is a three-dimensional model diagram of the plaster image.
  • the efficient phase-three-dimensional mapping method based on fringe projection profilometry provided by the invention satisfies the requirements of high-efficiency and high-precision three-dimensional digital imaging and measurement.
  • phase-three-dimensional mapping system based on fringe projection profilometry is described in detail below.
  • the fringe projection profiling is based on a binocular system comprising a projection device and an imaging device; the phase-three-dimensional mapping system is working Previously, calibration is required; therefore, as shown in FIG. 7, the phase-three-dimensional mapping system includes a calibration module 1 for calibrating phase-three-dimensional mapping coefficients, the calibration module including the first a standard stator module 11 and a second standard stator module 12;
  • the first standard stator module 11 is configured to calibrate system parameters of the binocular system by a ray re-projection strategy
  • the first standard stator module 11 specifically includes:
  • a collection sub-module 111 configured to place a target marked with a marker point in a calibration space, acquire an image of the imaging device of the target by using the imaging device, and then project an orthogonal stripe sequence onto the target by using a projection device Obtaining, by the imaging device, an orthogonal fringe pattern modulated by a target surface on which the marker point is printed;
  • a first coordinate acquisition sub-module 112 configured to extract an image of the marker point on the image of the imaging device The coordinates of the prime point;
  • a second coordinate acquisition sub-module 113 configured to calculate a quadrature phase by using the orthogonal fringe pattern, and determine coordinates of the pixel points of the marker point on the image of the projection device by using the quadrature phase;
  • the system parameter standard stator module 114 is configured to determine, by the back projection stereo vision model, the spatial ray of the pixel point on the image of the imaging device and the coordinates of the pixel point on the image of the projection device, respectively, by using the system parameter to determine the spatial ray of the marker point on the image of the imaging device.
  • the preset ray re-projection strategy adjusts the system parameters, and uses the system parameter when the sum of the distances of the marker points to the corresponding two spatial rays is the minimum as the system parameter of the binocular system.
  • the second standard stator module 12 is configured to combine the system parameters, calibrate the phase-three-dimensional mapping coefficients by using a sampling mapping strategy, and obtain a phase-three-dimensional mapping coefficient lookup table.
  • the second standard stator module 12 specifically includes:
  • a spatial ray projection sub-module 121 configured to determine, by using the calibrated system parameters, a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device;
  • the phase value acquisition sub-module 122 is configured to sample along the spatial ray in the calibration space to obtain a series of spatial sampling points, and respectively project the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value;
  • the phase-three-dimensional mapping coefficient standard stator module 123 is configured to fit the phase-three-dimensional mapping coefficient of the any pixel point by using the phase value corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points;
  • the phase-three-dimensional mapping coefficient lookup table acquisition sub-module 124 is configured to process each pixel point on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel point, and generate a phase-three-dimensional mapping coefficient lookup table. .
  • the phase-three-dimensional mapping system further includes:
  • the phase acquisition module 2 is configured to project a stripe sequence onto the surface of the object to be tested by using the projection device, and acquire a deformed fringe pattern modulated by the surface of the object to be tested by using an imaging device, and calculate all the images on the image of the imaging device according to the deformed fringe pattern.
  • a three-dimensional coordinate acquiring module 3 configured to find each in a preset phase-three-dimensional mapping coefficient lookup table a phase-three-dimensional mapping coefficient corresponding to one pixel, and substituting the phase of each pixel and the corresponding phase-three-dimensional mapping coefficient into a preset phase-three-dimensional mapping function, thereby calculating each pixel on the image of the imaging device The corresponding three-dimensional coordinates of the object point.
  • phase-three-dimensional mapping function is:
  • (X c ( ⁇ c ), Y c ( ⁇ c ), Z c ( ⁇ c )) is the three-dimensional coordinate of the spatial point of the object to be measured
  • ⁇ c is the phase corresponding to the pixel point
  • X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X c ( ⁇ c ), Y c ( ⁇ c ), respectively.
  • the coefficient of the polynomial in Z c ( ⁇ c ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X c ( ⁇ c ), Y c ( ⁇ c ), Z c ( ⁇ c ), respectively item.
  • the high-efficiency phase-three-dimensional mapping system based on fringe projection profilometry provided by the invention satisfies the requirements of high-efficiency and high-precision three-dimensional digital imaging and measurement.

Abstract

The present invention is applicable to the technical field of optical three-dimensional digital imaging. Provided is an efficient phase-three-dimensional mapping method based on fringe projection profilometry. The fringe projection profilometry is based on a binocular system, and the binocular system comprises a projection device and an imaging device. The method comprises: step S1, projecting, by using a projection device, a fringe sequence to the surface of an object to be measured, collecting, by an imaging device, a deformed fringe pattern modulated by the surface of the object to be measured, and computing phases of all pixels on an image of the imaging device according to the deformed fringe pattern; and step S2, searching for a phase-three-dimensional mapping coefficient corresponding to each pixel in a preset phase-three-dimensional mapping coefficient lookup table, and plugging the phase of each pixel and the corresponding phase-three-dimensional mapping coefficient into a phase-three-dimensional mapping function, so as to compute three-dimensional coordinates of an object point corresponding to each pixel on the image of the imaging device. By means of the method provided in the present invention, efficient three-dimensional reconstruction of the fringe projection profilometry can be implemented.

Description

基于条纹投影轮廓术的高效相位-三维映射方法及系统Efficient phase-three-dimensional mapping method and system based on stripe projection profilometry 技术领域Technical field
本发明属于光学三维数字成像技术领域,尤其涉及一种基于条纹投影轮廓术的高效相位-三维映射方法及系统。The invention belongs to the field of optical three-dimensional digital imaging technology, and in particular relates to an efficient phase-three-dimensional mapping method and system based on stripe projection profilometry.
背景技术Background technique
条纹投影轮廓术是一种非接触式、全场测量的光学三维数字成像与测量方法;其基于一个双目系统,双目系统通常包括一个相机和一个投影机,其中,投影机投影一组正弦条纹序列到被测物体表面,相机采集受物体表面调制的变形条纹图;通过条纹分析技术获取变形条纹图的调制相位,通过场景重建方法从调制相位中恢复被测物体的三维形貌。Stripe projection profilometry is a non-contact, full-field optical 3D digital imaging and measurement method; it is based on a binocular system, which typically includes a camera and a projector, where the projector projects a set of sine The stripe sequence is applied to the surface of the object to be measured, and the camera collects the deformed fringe pattern modulated by the surface of the object; the modulation phase of the deformed fringe pattern is obtained by the stripe analysis technique, and the three-dimensional shape of the measured object is recovered from the modulation phase by the scene reconstruction method.
有两种典型的基于条纹投影轮廓术的三维重建方法:相位-高度映射法和立体视觉法;其中,相位-高度映射法根据相位与高度的调制原理将相位直接映射为高度,实现高效三维重建。然而,在实际应用中相位-高度映射法存在一些限制,诸如相机或投影机的光轴需垂直于参考平面,相机和投影机中心的连线平行于参考平面,参考平面限制了测量空间等。此外,相位-高度映射法的标定通常需要使用精密位移平台或量块获取精确的高度值,不适合现场标定。There are two typical three-dimensional reconstruction methods based on fringe projection profilometry: phase-height mapping and stereo vision; among them, phase-height mapping directly maps the phase to height according to the phase and height modulation principle, achieving efficient three-dimensional reconstruction. . However, in practical applications, the phase-height mapping method has some limitations, such as the optical axis of the camera or projector needs to be perpendicular to the reference plane, the line connecting the camera and the projector center is parallel to the reference plane, and the reference plane limits the measurement space and the like. In addition, the phase-height mapping method usually requires the use of a precision displacement platform or gauge block to obtain accurate height values, which is not suitable for field calibration.
而立体视觉法是根据三角测量原理进行三维重建。相较而言,由于采用双目系统结构,立体视觉法克服了在相位-高度映射法中的那些应用限制;而且立体视觉法的标定过程更加灵活,只需将标靶放置在测量空间中合适的位置即可完成系统标定。然而,在重建过程中,立体视觉法需要进行一系列的坐标变换,特别是搜索相机与投影机之间的对应点,大大增加了计算复杂度和时间成本,显著降低了三维重建的效率。 The stereo vision method is based on the principle of triangulation for three-dimensional reconstruction. In contrast, due to the binocular system structure, the stereo vision method overcomes the application limitations in the phase-height mapping method; and the calibration process of the stereo vision method is more flexible, and it is only necessary to place the target in the measurement space. The location of the system can be completed. However, in the reconstruction process, the stereo vision method needs to perform a series of coordinate transformations, especially the corresponding points between the search camera and the projector, which greatly increases the computational complexity and time cost, and significantly reduces the efficiency of the three-dimensional reconstruction.
发明内容Summary of the invention
本发明所要解决的技术问题在于提供一种基于条纹投影轮廓术的高效相位-三维映射方法及系统,旨在将相位直接映射到空间点的三维坐标,进而实现待测物体的高效三维重建。The technical problem to be solved by the present invention is to provide an efficient phase-three-dimensional mapping method and system based on fringe projection profilometry, which aims to directly map the phase to the three-dimensional coordinates of the spatial point, thereby realizing efficient three-dimensional reconstruction of the object to be tested.
本发明提供了一种基于条纹投影轮廓术的高效相位-三维映射方法,所述条纹投影轮廓术基于双目系统,所述双目系统包括投影装置和成像装置,所述方法包括:The present invention provides an efficient phase-three-dimensional mapping method based on fringe projection profilometry based on a binocular system, the binocular system comprising a projection device and an imaging device, the method comprising:
步骤S1,利用投影装置投影条纹序列到待测物体表面,并利用成像装置采集受所述待测物体表面调制的变形条纹图,根据所述变形条纹图计算得到成像装置图像上所有像素点的相位;Step S1, using a projection device to project a stripe sequence onto the surface of the object to be tested, and using an imaging device to acquire a deformed fringe pattern modulated by the surface of the object to be tested, and calculating a phase of all pixel points on the image of the imaging device according to the deformed fringe pattern. ;
步骤S2,在预置的相位-三维映射系数查找表中查找出每一个像素点对应的相位-三维映射系数,并将每一个像素点的所述相位和对应的相位-三维映射系数代入预置的相位-三维映射函数,从而计算出成像装置图像上每一个像素点对应的物点的三维坐标。Step S2, searching for a phase-three-dimensional mapping coefficient corresponding to each pixel point in a preset phase-three-dimensional mapping coefficient lookup table, and substituting the phase of each pixel point and the corresponding phase-three-dimensional mapping coefficient into a preset The phase-three-dimensional mapping function calculates the three-dimensional coordinates of the object points corresponding to each pixel on the image of the imaging device.
进一步地,所述相位-三维映射函数为:Further, the phase-three-dimensional mapping function is:
Figure PCTCN2016112697-appb-000001
Figure PCTCN2016112697-appb-000001
其中,(Xcc),Ycc),Zcc))是所述待测物体的空间点三维坐标,φc是像素点对应的相位,an,bn,cn,cX,cY,cZ是相位-三维映射系数,其中,an,bn,cn是分别是相位-三维映射函数Xcc),Ycc),Zcc)中多项式的系数,cX,cY,cZ分别是相位-三维映射函数Xcc),Ycc),Zcc)中的常数项。Where (X cc ), Y cc ), Z cc )) is the three-dimensional coordinate of the spatial point of the object to be measured, φ c is the phase corresponding to the pixel point, a n , b n , c n , c X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X cc ), Y cc ), respectively. , the coefficient of the polynomial in Z cc ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X cc ), Y cc ), Z cc ), respectively item.
进一步地,所述步骤S1之前还包括:Further, before the step S1, the method further includes:
步骤S01,通过射线重投影策略标定出所述双目系统的系统参数;Step S01, the system parameters of the binocular system are calibrated by a ray re-projection strategy;
步骤S02,结合所述系统参数,通过采样映射策略标定出相位-三维映射系数,并得到相位-三维映射系数查找表。Step S02, combining the system parameters, calibrating the phase-three-dimensional mapping coefficients by using a sampling mapping strategy, and obtaining a phase-three-dimensional mapping coefficient lookup table.
进一步地,所述步骤S01具体包括: Further, the step S01 specifically includes:
步骤S011,将印有标志点的标靶置于标定空间,利用所述成像装置采集所述标靶的成像装置图像,然后利用投影装置投影正交条纹序列到所述标靶上,利用所述成像装置采集受印有所述标志点的标靶表面调制的正交条纹图;Step S011, placing a target marked with a marker point in a calibration space, acquiring an image of the imaging device of the target by using the imaging device, and then projecting an orthogonal stripe sequence onto the target by using a projection device, An imaging device acquires an orthogonal fringe pattern modulated by a target surface on which the marker point is printed;
步骤S012,提取所述标志点在所述成像装置图像上像素点的坐标;Step S012, extracting coordinates of the pixel points of the marker point on the image of the imaging device;
步骤S013,通过所述正交条纹图计算正交相位,并通过正交相位确定所述标志点在投影装置图像上像素点的坐标;Step S013, calculating a quadrature phase by the orthogonal fringe pattern, and determining coordinates of the pixel points of the marker point on the image of the projection device by using the quadrature phase;
步骤S014,通过反向投影立体视觉模型,结合系统参数确定标志点在成像装置图像上像素点的坐标和投影装置图像上像素点的坐标分别反向投影的空间射线,通过预置的射线重投影策略调整所述系统参数,以所述标志点到所对应的两条空间射线的距离之和最小时的系统参数作为标定出的所述双目系统的系统参数。Step S014, by backprojecting the stereoscopic vision model, combining the system parameters to determine the spatial ray of the pixel point on the image of the imaging device and the coordinates of the pixel on the projection device image, respectively, and back projection by the preset ray re-projection. The policy adjusts the system parameter, and uses the system parameter when the sum of the distances of the marker points to the corresponding two spatial rays is the minimum as the system parameter of the binocular system.
进一步地,所述步骤S02具体包括:Further, the step S02 specifically includes:
步骤S021,利用标定出的系统参数确定成像装置图像上任一像素点的坐标反向投影的空间射线;Step S021, determining, by using the calibrated system parameters, a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device;
步骤S022,在标定空间内沿所述空间射线进行采样,得到一系列的空间采样点,将该系列空间采样点分别投影到投影装置图像上,得到对应的相位值;Step S022, sampling along the spatial ray in the calibration space, obtaining a series of spatial sampling points, respectively projecting the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value;
步骤S023,使用该系列采样点分别对应的相位值和该系列采样点的三维坐标拟合出所述任一像素点的相位-三维映射系数;Step S023, using the phase values corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points to fit the phase-three-dimensional mapping coefficient of the any pixel point;
步骤S024,对所述成像装置图像上的每个像素点重复步骤S021-S023,得到每个像素点的相位-三维映射系数,并生成相位-三维映射系数查找表。Step S024, repeating steps S021-S023 for each pixel on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel, and generating a phase-three-dimensional mapping coefficient lookup table.
本发明还提供了一种基于条纹投影轮廓术的高效相位-三维映射系统,所述条纹投影轮廓术基于双目系统,所述双目系统包括投影装置和成像装置,所述相位-三维映射系统包括:The present invention also provides an efficient phase-three-dimensional mapping system based on fringe projection profilometry based on a binocular system comprising a projection device and an imaging device, the phase-three-dimensional mapping system include:
相位获取模块,用于利用投影装置投影条纹序列到待测物体表面,并利用成像装置采集受所述待测物体表面调制的变形条纹图,根据所述变形条纹图计算得到成像装置图像上所有像素点的相位; a phase acquisition module, configured to project a stripe sequence to a surface of the object to be tested by using a projection device, and acquire a deformed fringe pattern modulated by the surface of the object to be tested by using an imaging device, and calculate all pixels on the image of the imaging device according to the deformed fringe pattern The phase of the point;
三维坐标获取模块,用于在预置的相位-三维映射系数查找表中查找出每一个像素点对应的相位-三维映射系数,并将每一个像素点的所述相位和对应的相位-三维映射系数代入预置的相位-三维映射函数,从而计算出成像装置图像上每一个像素点对应的物点的三维坐标。a three-dimensional coordinate acquiring module, configured to find a phase-three-dimensional mapping coefficient corresponding to each pixel point in a preset phase-three-dimensional mapping coefficient lookup table, and map the phase and corresponding phase-three-dimensional mapping of each pixel point The coefficients are substituted into a preset phase-three-dimensional mapping function to calculate the three-dimensional coordinates of the object points corresponding to each pixel on the image of the imaging device.
进一步地,所述相位-三维映射函数为:Further, the phase-three-dimensional mapping function is:
Figure PCTCN2016112697-appb-000002
Figure PCTCN2016112697-appb-000002
其中,(Xcc),Ycc),Zcc))是所述待测物体的空间点三维坐标,φc是像素点对应的相位,an,bn,cn,cX,cY,cZ是相位-三维映射系数,其中,an,bn,cn是分别是相位-三维映射函数Xcc),Ycc),Zcc)中多项式的系数,cX,cY,cZ分别是相位-三维映射函数Xcc),Ycc),Zcc)中的常数项。Where (X cc ), Y cc ), Z cc )) is the three-dimensional coordinate of the spatial point of the object to be measured, φ c is the phase corresponding to the pixel point, a n , b n , c n , c X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X cc ), Y cc ), respectively. , the coefficient of the polynomial in Z cc ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X cc ), Y cc ), Z cc ), respectively item.
进一步地,所述相位-三维映射系统还包括标定模块,所述标定模块用于对相位-三维映射系数进行标定,所述标定模块包括第一标定子模块和第二标定子模块;Further, the phase-three-dimensional mapping system further includes a calibration module, the calibration module is configured to calibrate the phase-three-dimensional mapping coefficient, and the calibration module includes a first standard stator module and a second standard stator module;
所述第一标定子模块,用于通过射线重投影策略标定出所述双目系统的系统参数;The first standard stator module is configured to calibrate system parameters of the binocular system by a ray re-projection strategy;
所述第二标定子模块,用于结合所述系统参数,通过采样映射策略标定出相位-三维映射系数,并得到相位-三维映射系数查找表。The second standard stator module is configured to combine the system parameters, calibrate the phase-three-dimensional mapping coefficient by using a sampling mapping strategy, and obtain a phase-three-dimensional mapping coefficient lookup table.
进一步地,所述第一标定子模块具体包括:Further, the first standard stator module specifically includes:
采集子模块,用于将印有标志点的标靶置于标定空间,利用所述成像装置采集所述标靶的成像装置图像,然后利用投影装置投影正交条纹序列到所述标靶上,利用所述成像装置采集受印有所述标志点的标靶表面调制的正交条纹图;a collection sub-module, configured to place a target marked with a marker point in a calibration space, acquire an image of the imaging device of the target by using the imaging device, and then project an orthogonal stripe sequence onto the target by using a projection device, Acquiring, by the imaging device, an orthogonal fringe pattern modulated by a target surface on which the marker point is printed;
第一坐标获取子模块,用于提取所述标志点在所述成像装置图像上像素点的坐标;a first coordinate acquisition sub-module, configured to extract coordinates of a pixel point of the marker point on the image of the imaging device;
第二坐标获取子模块,用于通过所述正交条纹图计算正交相位,并通过正交相位确定所述标志点在投影装置图像上像素点的坐标; a second coordinate acquisition submodule, configured to calculate a quadrature phase by using the orthogonal fringe pattern, and determine coordinates of the pixel point of the marker point on the image of the projection device by using the quadrature phase;
系统参数标定子模块,用于通过反向投影立体视觉模型,结合系统参数确定标志点在成像装置图像上像素点的坐标和投影装置图像上像素点的坐标分别反向投影的空间射线,通过预置的射线重投影策略调整所述系统参数,以所述标志点到所对应的两条空间射线的距离之和最小时的系统参数作为标定出的所述双目系统的系统参数。The system parameter standard stator module is configured to determine the spatial ray of the pixel point on the image of the imaging device and the coordinates of the pixel on the projection device image by the back projection stereoscopic vision model, combined with the system parameters, and pass the pre-projection The set ray re-projection strategy adjusts the system parameters, and uses the system parameter when the sum of the distances of the marker points to the corresponding two spatial rays is the minimum as the system parameter of the binocular system.
进一步地,所述第二标定子模块具体包括:Further, the second standard stator module specifically includes:
空间射线投影子模块,用于利用标定出的系统参数确定成像装置图像上任一像素点的坐标反向投影的空间射线;a spatial ray projection sub-module for determining a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device by using the calibrated system parameter;
相位值获取子模块,用于在标定空间内沿所述空间射线进行采样,得到一系列的空间采样点,将该系列空间采样点分别投影到投影装置图像上,得到对应的相位值;a phase value acquisition sub-module, configured to sample along the spatial ray in the calibration space, to obtain a series of spatial sampling points, and respectively project the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value;
相位-三维映射系数标定子模块,用于使用该系列采样点分别对应的相位值和该系列采样点的三维坐标拟合出所述任一像素点的相位-三维映射系数;The phase-three-dimensional mapping coefficient standard stator module is configured to fit the phase-three-dimensional mapping coefficient of the any pixel point by using the phase value corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points;
相位-三维映射系数查找表获取子模块,用于对所述成像装置图像上的每个像素点进行处理,得到每个像素点的相位-三维映射系数,并生成相位-三维映射系数查找表。The phase-three-dimensional mapping coefficient lookup table acquisition sub-module is configured to process each pixel on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel, and generate a phase-three-dimensional mapping coefficient lookup table.
本发明与现有技术相比,有益效果在于:本发明提供的一种基于条纹投影轮廓术的高效相位-三维映射方法及系统,是先在预置的相位-三维映射系数查找表中查找出每一个像素点对应的相位-三维映射系数,再将每一个像素点的相位和对应的相位-三维映射系数代入相位-三维映射函数中,即可得到每一个像素点对应的物点的三维坐标,从而得到待测物体表面的三维坐标;通过上述方式可实现待测物体的高效三维重建,该方法满足高效、高精度的基于条纹投影轮廓术的三维数字成像与测量的要求。Compared with the prior art, the present invention has the beneficial effects that the high-efficiency phase-three-dimensional mapping method and system based on fringe projection profilometry are first found in a preset phase-three-dimensional mapping coefficient lookup table. The phase-three-dimensional mapping coefficient corresponding to each pixel point, and then the phase of each pixel point and the corresponding phase-three-dimensional mapping coefficient are substituted into the phase-three-dimensional mapping function, and the three-dimensional coordinates of the object point corresponding to each pixel point can be obtained. The three-dimensional coordinates of the surface of the object to be tested are obtained; the high-efficiency three-dimensional reconstruction of the object to be tested can be achieved by the above method, and the method satisfies the requirements of high-efficiency and high-precision three-dimensional digital imaging and measurement based on fringe projection profilometry.
附图说明DRAWINGS
图1是本发明实施例提供的对相位-三维映射函数的相位-三维映射系数进 行标定的流程示意图;FIG. 1 is a phase-to-three-dimensional mapping coefficient of a phase-three-dimensional mapping function according to an embodiment of the present invention. Schematic diagram of the process of calibration;
图2是本发明实施例提供的一种基于条纹投影轮廓术的高效相位-三维映射方法的流程示意图;2 is a schematic flow chart of an efficient phase-to-three-dimensional mapping method based on fringe projection profilometry according to an embodiment of the present invention;
图3是本发明实施例提供的成像装置-投影装置构成的双目系统的反向投影立体视觉模型;3 is a back projection stereo vision model of a binocular system constructed by an imaging device-projection device according to an embodiment of the present invention;
图4是本发明实施例提供的平面标靶标志点在相机图像和投影机图像上的坐标分布示意图;4 is a schematic diagram showing coordinate distribution of a planar target mark point on a camera image and a projector image according to an embodiment of the present invention;
图5是本发明实施例提供的石膏像的相位图;Figure 5 is a phase diagram of a plaster image provided by an embodiment of the present invention;
图6是本发明实施例提供的石膏像的三维模型图;6 is a three-dimensional model diagram of a plaster image provided by an embodiment of the present invention;
图7是本发明实施例提供的一种基于条纹投影轮廓术的高效相位-三维映射系统的模块示意图;7 is a schematic block diagram of an efficient phase-three-dimensional mapping system based on fringe projection profilometry according to an embodiment of the present invention;
图8是本发明实施例提供的对相位-三维映射函数的相位-三维映射系数进行标定的模块示意图。FIG. 8 is a schematic diagram of a module for calibrating a phase-three-dimensional mapping coefficient of a phase-three-dimensional mapping function according to an embodiment of the present invention.
具体实施方式detailed description
为了使本发明的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。The present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It is understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
本发明的主要实现思想为:基于反向投影立体视觉模型推导出相位和三维坐标的映射关系,即推导出相位-三维映射函数;在所述相位-三维映射函数的基础上,预先设计了一种两步标定算法,包括光线重投影标定和采样映射标定,来获取相位-三维映射系数;将相位和所述相位-三维映射系数带入所述相位-三维映射函数,从而得到待测物体表面的三维坐标,并进而实现待测物体的高效三维重建。The main implementation idea of the present invention is: deriving the mapping relationship between phase and three-dimensional coordinates based on the back projection stereo vision model, that is, deriving the phase-three-dimensional mapping function; based on the phase-three-dimensional mapping function, a pre-designed one A two-step calibration algorithm, including ray re-projection calibration and sampling mapping calibration, to obtain phase-three-dimensional mapping coefficients; and bringing phase and the phase-three-dimensional mapping coefficients into the phase-three-dimensional mapping function to obtain a surface of the object to be tested The three-dimensional coordinates, and in turn achieve efficient three-dimensional reconstruction of the object to be measured.
下面具体介绍这种基于条纹投影轮廓术的高效相位-三维映射方法,所述条纹投影轮廓术基于双目系统,所述双目系统包括投影装置和成像装置;如图1 所示,在执行本方法之前,还有一个预处理的步骤;即在步骤S1之前,还包括:The high-efficiency phase-three-dimensional mapping method based on fringe projection profilometry is specifically described below, and the fringe projection profiling is based on a binocular system including a projection device and an imaging device; As shown, before performing the method, there is also a pre-processing step; that is, before step S1, further comprising:
步骤S0,对相位-三维映射函数的相位-三维映射系数进行标定;Step S0, calibrating the phase-three-dimensional mapping coefficient of the phase-three-dimensional mapping function;
具体地,相位-三维映射函数的映射系数,是通过预先设计了一种两步标定算法,包括光线重投影标定和采样映射标定,来实现的相位-三维映射系数的灵活、精确标定;标定的目的是为了确定成像装置图像中每个像素点的相位-三维映射系数,并生成一个像素点索引的相位-三维映射系数查找表。Specifically, the mapping coefficient of the phase-three-dimensional mapping function is a flexible and accurate calibration of the phase-three-dimensional mapping coefficient realized by pre-designing a two-step calibration algorithm including ray re-projection calibration and sampling mapping calibration; The purpose is to determine the phase-three-dimensional mapping coefficient of each pixel in the image of the imaging device, and to generate a phase-three-dimensional mapping coefficient lookup table of the pixel index.
所述步骤S0包括:The step S0 includes:
步骤S01,通过射线重投影策略标定出所述双目系统的系统参数;Step S01, the system parameters of the binocular system are calibrated by a ray re-projection strategy;
具体地,射线重投影指的是:通过双目系统的系统参数将像素点的坐标反向投影出一条空间射线;射线重投影策略指的是:使射线重投影误差最小化,即调整双目系统的系统参数,使物点到反向投影射线的误差距离最小。Specifically, the ray re-projection refers to: projecting the coordinates of the pixel point back to a spatial ray through the system parameters of the binocular system; the ray re-projection strategy refers to: minimizing the ray re-projection error, that is, adjusting the binocular The system parameters of the system minimize the error distance from the object point to the back projection ray.
具体地,所述步骤S01具体包括:Specifically, the step S01 specifically includes:
步骤S011,将印有标志点的标靶置于标定空间,利用所述成像装置采集所述标靶的成像装置图像,然后利用投影装置投影正交条纹序列到所述标靶上,利用所述成像装置采集受印有所述标志点的标靶表面调制的正交条纹图。Step S011, placing a target marked with a marker point in a calibration space, acquiring an image of the imaging device of the target by using the imaging device, and then projecting an orthogonal stripe sequence onto the target by using a projection device, The imaging device acquires an orthogonal fringe pattern modulated by the target surface on which the marker points are printed.
具体地,若所述标靶为平面标靶,则需将平面标靶摆放在不同位置,在每个位置下利用所述成像装置采集所述标靶的成像装置图像,然后利用投影装置投影正交条纹序列到所述标靶上,利用所述成像装置采集受印有所述标志点的标靶表面调制的正交条纹图。Specifically, if the target is a planar target, the planar target is placed at different positions, and the imaging device image of the target is acquired by the imaging device at each position, and then projected by the projection device. An orthogonal stripe sequence is applied to the target, and an orthogonal fringe pattern modulated by the target surface on which the marker point is printed is acquired by the imaging device.
步骤S012,提取所述标志点在所述成像装置图像上像素点的坐标;Step S012, extracting coordinates of the pixel points of the marker point on the image of the imaging device;
步骤S013,通过所述正交条纹图计算正交相位,并通过正交相位确定所述标志点在投影装置图像上像素点的坐标;Step S013, calculating a quadrature phase by the orthogonal fringe pattern, and determining coordinates of the pixel points of the marker point on the image of the projection device by using the quadrature phase;
步骤S014,通过反向投影立体视觉模型,结合系统参数确定标志点在成像装置图像上像素点的坐标和投影装置图像上像素点的坐标分别反向投影的空间射线,通过预置的射线重投影策略调整所述系统参数,以所述标志点到所对应 的两条空间射线的距离之和最小时的系统参数作为标定出所述双目系统的系统参数。Step S014, by backprojecting the stereoscopic vision model, combining the system parameters to determine the spatial ray of the pixel point on the image of the imaging device and the coordinates of the pixel on the projection device image, respectively, and back projection by the preset ray re-projection. The policy adjusts the system parameters to correspond to the flag points The system parameter when the sum of the distances of the two spatial rays is the smallest is used as a system parameter for calibrating the binocular system.
具体地,由投影装置和成像装置构成的双目系统采用反向投影立体视觉模型;该模型意指,在理想情况下,对应同一个物点的投影装置图像上像素点的坐标与成像装置图像上像素点的坐标通过反向投影的两条空间射线交汇于该物点,符合立体视觉三维成像的物理过程。Specifically, the binocular system composed of the projection device and the imaging device employs a back projection stereoscopic vision model; the model means, in an ideal case, the coordinates of the pixel points on the image of the projection device corresponding to the same object point and the image of the imaging device The coordinates of the upper pixel point intersect the object point through the back projection of the two spatial rays, which conforms to the physical process of stereoscopic three-dimensional imaging.
步骤S02,结合所述系统参数,通过采样映射策略标定出相位-三维映射系数,并得到相位-三维映射系数查找表。Step S02, combining the system parameters, calibrating the phase-three-dimensional mapping coefficients by using a sampling mapping strategy, and obtaining a phase-three-dimensional mapping coefficient lookup table.
具体地,采样映射指的是,在成像装置图像上的任一个像素点的反向投影射线上进行采样,得到一系列空间采样点,将该系列采样点映射到投影装置图像上,得到对应的相位值;采样映射策略指的是,利用该系列采样点对应的相位值和该系列采样点对应的三维坐标拟合出该像素点的相位-三维映射系数。Specifically, sampling mapping refers to sampling on a reverse projection ray of any pixel on the image of the imaging device to obtain a series of spatial sampling points, and mapping the series of sampling points onto the image of the projection device to obtain a corresponding image. Phase value; the sampling mapping strategy refers to fitting the phase-three-dimensional mapping coefficient of the pixel point by using the phase value corresponding to the series of sampling points and the three-dimensional coordinates corresponding to the series of sampling points.
所述步骤S02具体包括:The step S02 specifically includes:
步骤S021,利用标定出的系统参数确定成像装置图像上任一像素点的坐标反向投影的空间射线;Step S021, determining, by using the calibrated system parameters, a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device;
步骤S022,在标定空间内沿所述空间射线进行采样,得到一系列的空间采样点,将该系列空间采样点分别投影到投影装置图像上,得到对应的相位值;Step S022, sampling along the spatial ray in the calibration space, obtaining a series of spatial sampling points, respectively projecting the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value;
步骤S023,使用该系列采样点分别对应的相位值和该系列采样点的三维坐标拟合出所述任一像素点的相位-三维映射系数;Step S023, using the phase values corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points to fit the phase-three-dimensional mapping coefficient of the any pixel point;
步骤S024,对所述成像装置图像上的每个像素点重复步骤S021-S023,得到每个像素点的相位-三维映射系数,并生成相位-三维映射系数查找表。Step S024, repeating steps S021-S023 for each pixel on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel, and generating a phase-three-dimensional mapping coefficient lookup table.
具体地,通过上述标定过程即确定了成像装置图像中每个像素点的相位-三维映射系数;通过相位-三维映射系数查找表即可查出成像装置图像上每个像素点对应的相位-三维映射系数,这里提到的每个像素点对应的相位-三维映射系数指的是每个像素点的坐标对应的相位-三维映射系数。Specifically, the phase-three-dimensional mapping coefficient of each pixel in the image of the imaging device is determined by the above calibration process; the phase corresponding to each pixel on the image of the imaging device can be detected by the phase-three-dimensional mapping coefficient lookup table. The mapping coefficient, the phase-three-dimensional mapping coefficient corresponding to each pixel point mentioned here refers to the phase-three-dimensional mapping coefficient corresponding to the coordinates of each pixel point.
下面具体介绍执行这种基于条纹投影轮廓术的高效相位-三维映射方法的 步骤,如图2所示,所述方法包括:The following is a detailed description of the implementation of this efficient fringe-three-dimensional mapping method based on fringe projection profilometry. Steps, as shown in FIG. 2, the method includes:
步骤S1,利用投影装置投影条纹序列到待测物体表面,并利用成像装置采集受所述待测物体表面调制的变形条纹图,根据所述变形条纹图计算得到成像装置图像上所有像素点的相位;Step S1, using a projection device to project a stripe sequence onto the surface of the object to be tested, and using an imaging device to acquire a deformed fringe pattern modulated by the surface of the object to be tested, and calculating a phase of all pixel points on the image of the imaging device according to the deformed fringe pattern. ;
步骤S2,在预置的相位-三维映射系数查找表中查找出每一个像素点对应的相位-三维映射系数,并将每一个像素点的所述相位和对应的相位-三维映射系数代入预置的相位-三维映射函数,从而计算出成像装置图像上每一个像素点对应的物点的三维坐标。Step S2, searching for a phase-three-dimensional mapping coefficient corresponding to each pixel point in a preset phase-three-dimensional mapping coefficient lookup table, and substituting the phase of each pixel point and the corresponding phase-three-dimensional mapping coefficient into a preset The phase-three-dimensional mapping function calculates the three-dimensional coordinates of the object points corresponding to each pixel on the image of the imaging device.
具体地,所述相位-三维映射系数查找表是一个像素点索引的相位-三维映射系数查找表;在相位-三维映射系数查找表中是按像素点索引找出相应的相位-三维映射系数。Specifically, the phase-three-dimensional mapping coefficient lookup table is a phase-three-dimensional mapping coefficient lookup table of a pixel point index; in the phase-three-dimensional mapping coefficient lookup table, the corresponding phase-three-dimensional mapping coefficient is found by a pixel point index.
所述相位-三维映射函数为:The phase-three-dimensional mapping function is:
Figure PCTCN2016112697-appb-000003
Figure PCTCN2016112697-appb-000003
其中,(Xcc),Ycc),Zcc))是所述待测物体的空间点三维坐标,φc是像素点对应的相位,an,bn,cn,cX,cY,cZ是相位-三维映射系数,其中,an,bn,cn是分别是相位-三维映射函数Xcc),Ycc),Zcc)中多项式的系数,cX,cY,cZ分别是相位-三维映射函数Xcc),Ycc),Zcc)中的常数项。Where (X cc ), Y cc ), Z cc )) is the three-dimensional coordinate of the spatial point of the object to be measured, φ c is the phase corresponding to the pixel point, a n , b n , c n , c X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X cc ), Y cc ), respectively. , the coefficient of the polynomial in Z cc ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X cc ), Y cc ), Z cc ), respectively item.
下面具体介绍上述公式(1)即相位-三维映射函数的推导过程:The following describes the derivation process of the above formula (1), ie, the phase-three-dimensional mapping function:
相位-三维映射函数是基于反向投影立体视觉模型推导出的相位和三维坐标之间的映射关系,如图3所示为反向投影立体视觉模型,该反向投影立体视觉模型表示为: The phase-three-dimensional mapping function is based on the mapping relationship between the phase and the three-dimensional coordinates derived from the back projection stereo vision model. As shown in FIG. 3, the back projection stereo vision model is expressed as:
Figure PCTCN2016112697-appb-000004
Figure PCTCN2016112697-appb-000004
其中,Xw和Xc是物点分别在世界坐标系和成像装置坐标系下的坐标,xc和xp是物点分别在成像装置图像和投影装置图像上的像素点,x′d和x′p是分别对应于xc和xp的畸变坐标,mc和mp分别是成像装置图像和投影装置图像上像素点的坐标,Rc和tc分别是世界坐标系到成像装置坐标系的旋转矩阵和平移向量,Rs和ts分别是成像装置坐标系到投影装置坐标系的旋转矩阵和平移向量,Kc和Kp分别是成像装置和投影装置的投影矩阵,kc和kp分别是成像装置和投影装置镜头畸变系数向量,λc、λp为比例因子,I表示单位矩阵,0是零向量,
Figure PCTCN2016112697-appb-000005
表示齐次坐标。通常,R,t表示外参,K,k表示内参。
Where X w and X c are the coordinates of the object point in the world coordinate system and the imaging device coordinate system, respectively, and x c and x p are the pixel points of the object point on the imaging device image and the projection device image, respectively, x' d and x' p is the distortion coordinate corresponding to x c and x p respectively, and m c and m p are the coordinates of the pixel on the imaging device image and the projection device image, respectively, and R c and t c are the coordinate of the world coordinate system to the imaging device, respectively. The rotation matrix and the translation vector of the system, R s and t s are the rotation matrix and the translation vector of the imaging device coordinate system to the projection device coordinate system, respectively, and K c and K p are the projection matrix of the imaging device and the projection device, respectively, k c and k p is the lens distortion coefficient vector of the imaging device and the projection device, respectively, λ c and λ p are scale factors, I represents the identity matrix, and 0 is the zero vector.
Figure PCTCN2016112697-appb-000005
Indicates homogeneous coordinates. Usually, R, t represents an external parameter, and K, k represents an internal parameter.
本发明中,假设投影竖直条纹,那么投影装置图像上的相位值φp正比于横坐标up。对于成像装置和投影装置的一对对应点mc和mp,它们的相位值相等,即φp=φc。因此φc到up是一个线性映射关系:In the present invention, assuming that vertical stripes are projected, the phase value φ p on the image of the projection device is proportional to the abscissa u p . For a pair of corresponding points m c and m p of the imaging device and the projection device, their phase values are equal, that is, φ p = φ c . Therefore φ c to u p is a linear mapping:
Figure PCTCN2016112697-appb-000006
Figure PCTCN2016112697-appb-000006
其中,上标L表示线性映射关系。根据极线几何约束,成像装置图像上的像素点mc在投影装置图像上对应一条极线Ip。由于镜头畸变,实际的极线是一条弯曲曲线I′p。由于I′p是一条连续曲线,根据Weierstrass逼近定理,该曲线可以近似为多项式曲线。由于mp在I′p上,图像坐标up到vp是多项式映射关系:Among them, the superscript L represents a linear mapping relationship. According to the polar line geometry constraint, the pixel point m c on the image of the imaging device corresponds to a line I p on the image of the projection device. Due to lens distortion, the actual polar line is a curved curve I' p . Since I'p is a continuous curve, the curve can be approximated as a polynomial curve according to the Weierstrass approximation theorem. Since m p is on I' p , the image coordinates u p to v p are polynomial mappings:
Figure PCTCN2016112697-appb-000007
Figure PCTCN2016112697-appb-000007
其中,上标P表示多项式映射关系。根据公式(2),图像点mp转化为投影装置坐标系下,即x′p=(x′p,y′p)T,表示为Among them, the superscript P represents a polynomial mapping relationship. According to formula (2), the image point m p is converted into the projection device coordinate system, that is, x' p = (x' p , y' p ) T , expressed as
Figure PCTCN2016112697-appb-000008
Figure PCTCN2016112697-appb-000008
公式(5)包含了从(up,vp)到x′p和y′p的线性映射,表示为:Equation (5) contains a linear mapping from (u p , v p ) to x′ p and y′ p , expressed as:
Figure PCTCN2016112697-appb-000009
Figure PCTCN2016112697-appb-000009
从畸变图像点x′p矫正到无畸变图像点xp是一个多项式映射过程,表示为:Correction from the distorted image point x' p to the undistorted image point x p is a polynomial mapping process, expressed as:
Figure PCTCN2016112697-appb-000010
Figure PCTCN2016112697-appb-000010
从像点xc和xp反向投影的两条空间射线交汇于空间点Xc。根据反向投影立体视觉模型,即公式(2),射线交汇表示为:The two spatial rays projecting back from the image points x c and x p meet at the spatial point X c . According to the back projection stereo vision model, ie equation (2), the ray intersection is expressed as:
Figure PCTCN2016112697-appb-000011
Figure PCTCN2016112697-appb-000011
从公式(8)中可解出空间点的三维坐标,表示为:From the formula (8), the three-dimensional coordinates of the spatial point can be solved, expressed as:
Figure PCTCN2016112697-appb-000012
Figure PCTCN2016112697-appb-000012
其中,rij和ti分别是Rs和ts的元素。Where r ij and t i are elements of R s and t s , respectively.
本发明中,双目系统保持不动,对于一个特定的成像装置图像上像素点,Rs,ts和图像坐标xc和yc是确定的。所以,空间坐标Xc,Yc和Zc分别是xp的函数,表示为:In the present invention, the binocular system remains stationary, and the pixel points on the image of a particular imaging device, R s , t s and image coordinates x c and y c are determined. Therefore, the spatial coordinates X c , Y c and Z c are functions of x p , respectively, expressed as:
Figure PCTCN2016112697-appb-000013
Figure PCTCN2016112697-appb-000013
将公式(3)、(4)、(6)和(7)代入(10),即可推导出公式(1)。Substituting equations (3), (4), (6), and (7) into (10), equation (1) can be derived.
通过上述方式得到待测物体表面物点的三维坐标,即可重建待测物体的三维形貌。By obtaining the three-dimensional coordinates of the object point on the surface of the object to be tested by the above method, the three-dimensional shape of the object to be tested can be reconstructed.
下面举一具体实施例说明上述基于条纹投影轮廓术的高效相位-三维映射方法的执行过程,本发明实施例中,成像装置为相机,投影装置为投影机,待测物体为石膏像: The implementation process of the above-described stripe projection profiling-based efficient phase-three-dimensional mapping method is described in the following. In the embodiment of the present invention, the imaging device is a camera, the projection device is a projector, and the object to be tested is a plaster image:
在计算物点的三维坐标之前,先对相位-三维映射系数进行标定,具体地,使用平面标靶按步骤S011-S014标定相机和投影机组成的双目系统,优化出系统参数;使用已标定的系统参数,按步骤S021-S024拟合出相位-三维映射系数,生成像素点索引的相位-三维映射系数查找表,即完成了标定步骤。计算物点的三维坐标时,先投影正弦条纹序列到石膏像表面,利用相机采集变形条纹图,根据所述变形条纹图计算得到相机图像上所有像素点的相位;然后,在相位-三维映射系数查找表中按像素点索引找出相应的相位-三维映射系数,将像素点的相位值和对应的相位-三维映射系数代入公式(1)计算三维坐标,最终生成三维模型。Before calculating the three-dimensional coordinates of the object point, the phase-three-dimensional mapping coefficient is first calibrated. Specifically, the binocular system consisting of the camera and the projector is calibrated according to steps S011-S014 using the planar target, and the system parameters are optimized; The system parameters are fitted to the phase-three-dimensional mapping coefficients according to steps S021-S024 to generate a phase-three-dimensional mapping coefficient lookup table of the pixel point index, that is, the calibration step is completed. When calculating the three-dimensional coordinates of the object point, the sinusoidal stripe sequence is first projected onto the surface of the plaster image, and the deformed fringe pattern is acquired by the camera, and the phase of all the pixel points on the camera image is calculated according to the deformed fringe pattern; then, the phase-three-dimensional mapping coefficient is obtained. The corresponding phase-three-dimensional mapping coefficient is found by the pixel index in the lookup table, and the phase value of the pixel and the corresponding phase-three-dimensional mapping coefficient are substituted into the formula (1) to calculate the three-dimensional coordinates, and finally the three-dimensional model is generated.
其中,图4是其中一个位置下,平面标靶标志点在相机图像和投影机图像上的坐标分布,图5是石膏像的相位图,图6是石膏像的三维模型图。4 is a coordinate distribution of the planar target mark point on the camera image and the projector image in one position, FIG. 5 is a phase diagram of the plaster image, and FIG. 6 is a three-dimensional model diagram of the plaster image.
本发明提供的基于条纹投影轮廓术的高效相位-三维映射方法满足高效、高精度的三维数字成像与测量的要求。The efficient phase-three-dimensional mapping method based on fringe projection profilometry provided by the invention satisfies the requirements of high-efficiency and high-precision three-dimensional digital imaging and measurement.
下面具体介绍这种基于条纹投影轮廓术的高效相位-三维映射系统,所述条纹投影轮廓术基于双目系统,所述双目系统包括投影装置和成像装置;所述相位-三维映射系统在工作之前,需要进行标定;所以,如图7所示,所述相位-三维映射系统包括一个标定模块1,所述标定模块1用于对相位-三维映射系数进行标定,所述标定模块包括第一标定子模块11和第二标定子模块12;The high-efficiency phase-three-dimensional mapping system based on fringe projection profilometry is described in detail below. The fringe projection profiling is based on a binocular system comprising a projection device and an imaging device; the phase-three-dimensional mapping system is working Previously, calibration is required; therefore, as shown in FIG. 7, the phase-three-dimensional mapping system includes a calibration module 1 for calibrating phase-three-dimensional mapping coefficients, the calibration module including the first a standard stator module 11 and a second standard stator module 12;
其中,所述第一标定子模块11,用于通过射线重投影策略标定出所述双目系统的系统参数;The first standard stator module 11 is configured to calibrate system parameters of the binocular system by a ray re-projection strategy;
如图8所示,所述第一标定子模块11具体包括:As shown in FIG. 8, the first standard stator module 11 specifically includes:
采集子模块111,用于将印有标志点的标靶置于标定空间,利用所述成像装置采集所述标靶的成像装置图像,然后利用投影装置投影正交条纹序列到所述标靶上,利用所述成像装置采集受印有所述标志点的标靶表面调制的正交条纹图;a collection sub-module 111, configured to place a target marked with a marker point in a calibration space, acquire an image of the imaging device of the target by using the imaging device, and then project an orthogonal stripe sequence onto the target by using a projection device Obtaining, by the imaging device, an orthogonal fringe pattern modulated by a target surface on which the marker point is printed;
第一坐标获取子模块112,用于提取所述标志点在所述成像装置图像上像 素点的坐标;a first coordinate acquisition sub-module 112, configured to extract an image of the marker point on the image of the imaging device The coordinates of the prime point;
第二坐标获取子模块113,用于通过所述正交条纹图计算正交相位,并通过正交相位确定所述标志点在投影装置图像上像素点的坐标;a second coordinate acquisition sub-module 113, configured to calculate a quadrature phase by using the orthogonal fringe pattern, and determine coordinates of the pixel points of the marker point on the image of the projection device by using the quadrature phase;
系统参数标定子模块114,用于通过反向投影立体视觉模型,结合系统参数确定标志点在成像装置图像上像素点的坐标和投影装置图像上像素点的坐标分别反向投影的空间射线,通过预置的射线重投影策略调整所述系统参数,以所述标志点到所对应的两条空间射线的距离之和最小时的系统参数作为标定出的所述双目系统的系统参数。The system parameter standard stator module 114 is configured to determine, by the back projection stereo vision model, the spatial ray of the pixel point on the image of the imaging device and the coordinates of the pixel point on the image of the projection device, respectively, by using the system parameter to determine the spatial ray of the marker point on the image of the imaging device. The preset ray re-projection strategy adjusts the system parameters, and uses the system parameter when the sum of the distances of the marker points to the corresponding two spatial rays is the minimum as the system parameter of the binocular system.
所述第二标定子模块12,用于结合所述系统参数,通过采样映射策略标定出相位-三维映射系数,并得到相位-三维映射系数查找表。The second standard stator module 12 is configured to combine the system parameters, calibrate the phase-three-dimensional mapping coefficients by using a sampling mapping strategy, and obtain a phase-three-dimensional mapping coefficient lookup table.
所述第二标定子模块12具体包括:The second standard stator module 12 specifically includes:
空间射线投影子模块121,用于利用标定出的系统参数确定成像装置图像上任一像素点的坐标反向投影的空间射线;a spatial ray projection sub-module 121, configured to determine, by using the calibrated system parameters, a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device;
相位值获取子模块122,用于在标定空间内沿所述空间射线进行采样,得到一系列的空间采样点,将该系列空间采样点分别投影到投影装置图像上,得到对应的相位值;The phase value acquisition sub-module 122 is configured to sample along the spatial ray in the calibration space to obtain a series of spatial sampling points, and respectively project the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value;
相位-三维映射系数标定子模块123,用于使用该系列采样点分别对应的相位值和该系列采样点的三维坐标拟合出所述任一像素点的相位-三维映射系数;The phase-three-dimensional mapping coefficient standard stator module 123 is configured to fit the phase-three-dimensional mapping coefficient of the any pixel point by using the phase value corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points;
相位-三维映射系数查找表获取子模块124,用于对所述成像装置图像上的每个像素点进行处理,得到每个像素点的相位-三维映射系数,并生成相位-三维映射系数查找表。The phase-three-dimensional mapping coefficient lookup table acquisition sub-module 124 is configured to process each pixel point on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel point, and generate a phase-three-dimensional mapping coefficient lookup table. .
所述相位-三维映射系统还包括:The phase-three-dimensional mapping system further includes:
相位获取模块2,用于利用投影装置投影条纹序列到待测物体表面,并利用成像装置采集受所述待测物体表面调制的变形条纹图,根据所述变形条纹图计算得到成像装置图像上所有像素点的相位;The phase acquisition module 2 is configured to project a stripe sequence onto the surface of the object to be tested by using the projection device, and acquire a deformed fringe pattern modulated by the surface of the object to be tested by using an imaging device, and calculate all the images on the image of the imaging device according to the deformed fringe pattern. The phase of the pixel;
三维坐标获取模块3,用于在预置的相位-三维映射系数查找表中查找出每 一个像素点对应的相位-三维映射系数,并将每一个像素点的所述相位和对应的相位-三维映射系数代入预置的相位-三维映射函数,从而计算出成像装置图像上每一个像素点对应的物点的三维坐标。a three-dimensional coordinate acquiring module 3, configured to find each in a preset phase-three-dimensional mapping coefficient lookup table a phase-three-dimensional mapping coefficient corresponding to one pixel, and substituting the phase of each pixel and the corresponding phase-three-dimensional mapping coefficient into a preset phase-three-dimensional mapping function, thereby calculating each pixel on the image of the imaging device The corresponding three-dimensional coordinates of the object point.
具体地,所述相位-三维映射函数为:Specifically, the phase-three-dimensional mapping function is:
Figure PCTCN2016112697-appb-000014
Figure PCTCN2016112697-appb-000014
其中,(Xcc),Ycc),Zcc))是所述待测物体的空间点三维坐标,φc是像素点对应的相位,an,bn,cn,cX,cY,cZ是相位-三维映射系数,其中,an,bn,cn是分别是相位-三维映射函数Xcc),Ycc),Zcc)中多项式的系数,cX,cY,cZ分别是相位-三维映射函数Xcc),Ycc),Zcc)中的常数项。Where (X cc ), Y cc ), Z cc )) is the three-dimensional coordinate of the spatial point of the object to be measured, φ c is the phase corresponding to the pixel point, a n , b n , c n , c X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X cc ), Y cc ), respectively. , the coefficient of the polynomial in Z cc ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X cc ), Y cc ), Z cc ), respectively item.
本发明提供的基于条纹投影轮廓术的高效相位-三维映射系统满足高效、高精度的三维数字成像与测量的要求。The high-efficiency phase-three-dimensional mapping system based on fringe projection profilometry provided by the invention satisfies the requirements of high-efficiency and high-precision three-dimensional digital imaging and measurement.
以上所述仅为本发明的较佳实施例而已,并不用以限制本发明,凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等,均应包含在本发明的保护范围之内。 The above is only the preferred embodiment of the present invention, and is not intended to limit the present invention. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the protection of the present invention. Within the scope.

Claims (10)

  1. 一种基于条纹投影轮廓术的高效相位-三维映射方法,所述条纹投影轮廓术基于双目系统,所述双目系统包括投影装置和成像装置,其特征在于,所述方法包括:An efficient phase-three-dimensional mapping method based on fringe projection profilometry, the fringe projection profiling based on a binocular system, the binocular system comprising a projection device and an imaging device, wherein the method comprises:
    步骤S1,利用投影装置投影条纹序列到待测物体表面,并利用成像装置采集受所述待测物体表面调制的变形条纹图,根据所述变形条纹图计算得到成像装置图像上所有像素点的相位;Step S1, using a projection device to project a stripe sequence onto the surface of the object to be tested, and using an imaging device to acquire a deformed fringe pattern modulated by the surface of the object to be tested, and calculating a phase of all pixel points on the image of the imaging device according to the deformed fringe pattern. ;
    步骤S2,在预置的相位-三维映射系数查找表中查找出每一个像素点对应的相位-三维映射系数,并将每一个像素点的所述相位和对应的相位-三维映射系数代入预置的相位-三维映射函数,从而计算出成像装置图像上每一个像素点对应的物点的三维坐标。Step S2, searching for a phase-three-dimensional mapping coefficient corresponding to each pixel point in a preset phase-three-dimensional mapping coefficient lookup table, and substituting the phase of each pixel point and the corresponding phase-three-dimensional mapping coefficient into a preset The phase-three-dimensional mapping function calculates the three-dimensional coordinates of the object points corresponding to each pixel on the image of the imaging device.
  2. 如权利要求1所述的高效相位-三维映射方法,其特征在于,所述相位-三维映射函数为:The efficient phase-to-three-dimensional mapping method according to claim 1, wherein the phase-three-dimensional mapping function is:
    Figure PCTCN2016112697-appb-100001
    Figure PCTCN2016112697-appb-100001
    其中,(Xcc),Ycc),Zcc))是所述待测物体的空间点三维坐标,φc是像素点对应的相位,an,bn,cn,cX,cY,cZ是相位-三维映射系数,其中,an,bn,cn是分别是相位-三维映射函数Xcc),Ycc),Zcc)中多项式的系数,cX,cY,cZ分别是相位-三维映射函数Xcc),Ycc),Zcc)中的常数项。Where (X cc ), Y cc ), Z cc )) is the three-dimensional coordinate of the spatial point of the object to be measured, φ c is the phase corresponding to the pixel point, a n , b n , c n , c X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X cc ), Y cc ), respectively. , the coefficient of the polynomial in Z cc ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X cc ), Y cc ), Z cc ), respectively item.
  3. 如权利要求1所述的高效相位-三维映射方法,其特征在于,所述步骤S1之前还包括:The high-efficiency phase-three-dimensional mapping method according to claim 1, wherein before the step S1, the method further comprises:
    步骤S01,通过射线重投影策略标定出所述双目系统的系统参数;Step S01, the system parameters of the binocular system are calibrated by a ray re-projection strategy;
    步骤S02,结合所述系统参数,通过采样映射策略标定出相位-三维映射系数,并得到相位-三维映射系数查找表。Step S02, combining the system parameters, calibrating the phase-three-dimensional mapping coefficients by using a sampling mapping strategy, and obtaining a phase-three-dimensional mapping coefficient lookup table.
  4. 如权利要求3所述的高效相位-三维映射方法,其特征在于,所述步骤 S01具体包括:The efficient phase-to-three-dimensional mapping method according to claim 3, wherein said step S01 specifically includes:
    步骤S011,将印有标志点的标靶置于标定空间,利用所述成像装置采集所述标靶的成像装置图像,然后利用投影装置投影正交条纹序列到所述标靶上,利用所述成像装置采集受印有所述标志点的标靶表面调制的正交条纹图;Step S011, placing a target marked with a marker point in a calibration space, acquiring an image of the imaging device of the target by using the imaging device, and then projecting an orthogonal stripe sequence onto the target by using a projection device, An imaging device acquires an orthogonal fringe pattern modulated by a target surface on which the marker point is printed;
    步骤S012,提取所述标志点在所述成像装置图像上像素点的坐标;Step S012, extracting coordinates of the pixel points of the marker point on the image of the imaging device;
    步骤S013,通过所述正交条纹图计算正交相位,并通过正交相位确定所述标志点在投影装置图像上像素点的坐标;Step S013, calculating a quadrature phase by the orthogonal fringe pattern, and determining coordinates of the pixel points of the marker point on the image of the projection device by using the quadrature phase;
    步骤S014,通过反向投影立体视觉模型,结合系统参数确定标志点在成像装置图像上像素点的坐标和投影装置图像上像素点的坐标分别反向投影的空间射线,通过预置的射线重投影策略调整所述系统参数,以所述标志点到所对应的两条空间射线的距离之和最小时的系统参数作为标定出的所述双目系统的系统参数。Step S014, by backprojecting the stereoscopic vision model, combining the system parameters to determine the spatial ray of the marker point on the image of the imaging device and the coordinates of the pixel on the projection device image, respectively, and back projection by the preset ray re-projection. The policy adjusts the system parameter, and uses the system parameter when the sum of the distances of the marker points to the corresponding two spatial rays is the minimum as the system parameter of the binocular system.
  5. 如权利要求3或4所述的高效相位-三维映射方法,其特征在于,所述步骤S02具体包括:The high-efficiency phase-three-dimensional mapping method according to claim 3 or 4, wherein the step S02 specifically includes:
    步骤S021,利用标定出的系统参数确定成像装置图像上任一像素点的坐标反向投影的空间射线;Step S021, determining, by using the calibrated system parameters, a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device;
    步骤S022,在标定空间内沿所述空间射线进行采样,得到一系列的空间采样点,将该系列空间采样点分别投影到投影装置图像上,得到对应的相位值;Step S022, sampling along the spatial ray in the calibration space, obtaining a series of spatial sampling points, respectively projecting the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value;
    步骤S023,使用该系列采样点分别对应的相位值和该系列采样点的三维坐标拟合出所述任一像素点的相位-三维映射系数;Step S023, using the phase values corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points to fit the phase-three-dimensional mapping coefficient of the any pixel point;
    步骤S024,对所述成像装置图像上的每个像素点重复步骤S021-S023,得到每个像素点的相位-三维映射系数,并生成相位-三维映射系数查找表。Step S024, repeating steps S021-S023 for each pixel on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel, and generating a phase-three-dimensional mapping coefficient lookup table.
  6. 一种基于条纹投影轮廓术的高效相位-三维映射系统,所述条纹投影轮廓术基于双目系统,所述双目系统包括投影装置和成像装置,其特征在于,所述相位-三维映射系统包括:An efficient phase-three-dimensional mapping system based on fringe projection profilometry based on a binocular system, the binocular system comprising a projection device and an imaging device, wherein the phase-three-dimensional mapping system comprises :
    相位获取模块,用于利用投影装置投影条纹序列到待测物体表面,并利用 成像装置采集受所述待测物体表面调制的变形条纹图,根据所述变形条纹图计算得到成像装置图像上所有像素点的相位;a phase acquisition module for projecting a stripe sequence onto a surface of the object to be tested by using a projection device, and utilizing The imaging device collects a deformed fringe pattern modulated by the surface of the object to be tested, and calculates a phase of all pixel points on the image of the imaging device according to the deformed fringe pattern;
    三维坐标获取模块,用于在预置的相位-三维映射系数查找表中查找出每一个像素点对应的相位-三维映射系数,并将每一个像素点的所述相位和对应的相位-三维映射系数代入预置的相位-三维映射函数,从而计算出成像装置图像上每一个像素点对应的物点的三维坐标。a three-dimensional coordinate acquiring module, configured to find a phase-three-dimensional mapping coefficient corresponding to each pixel point in a preset phase-three-dimensional mapping coefficient lookup table, and map the phase and corresponding phase-three-dimensional mapping of each pixel point The coefficients are substituted into a preset phase-three-dimensional mapping function to calculate the three-dimensional coordinates of the object points corresponding to each pixel on the image of the imaging device.
  7. 如权利要求6所述的高效相位-三维映射系统,其特征在于,所述相位-三维映射函数为:The high efficiency phase-to-three-dimensional mapping system of claim 6 wherein said phase-to-three-dimensional mapping function is:
    Figure PCTCN2016112697-appb-100002
    Figure PCTCN2016112697-appb-100002
    其中,(Xcc),Ycc),Zcc))是所述待测物体的空间点三维坐标,φc是像素点对应的相位,an,bn,cn,cX,cY,cZ是相位-三维映射系数,其中,an,bn,cn是分别是相位-三维映射函数Xcc),Ycc),Zcc)中多项式的系数,cX,cY,cZ分别是相位-三维映射函数Xcc),Ycc),Zcc)中的常数项。Where (X cc ), Y cc ), Z cc )) is the three-dimensional coordinate of the spatial point of the object to be measured, φ c is the phase corresponding to the pixel point, a n , b n , c n , c X , c Y , c Z are phase-to-three-dimensional mapping coefficients, wherein a n , b n , c n are phase-three-dimensional mapping functions X cc ), Y cc ), respectively. , the coefficient of the polynomial in Z cc ), c X , c Y , c Z are the constants in the phase-three-dimensional mapping function X cc ), Y cc ), Z cc ), respectively item.
  8. 如权利要求6所述的高效相位-三维映射系统,其特征在于,所述相位-三维映射系统还包括标定模块,所述标定模块用于对相位-三维映射系数进行标定,所述标定模块包括第一标定子模块和第二标定子模块;The high-efficiency phase-three-dimensional mapping system according to claim 6, wherein the phase-three-dimensional mapping system further comprises a calibration module, the calibration module is configured to calibrate the phase-three-dimensional mapping coefficient, and the calibration module comprises a first standard stator module and a second standard stator module;
    所述第一标定子模块,用于通过射线重投影策略标定出所述双目系统的系统参数;The first standard stator module is configured to calibrate system parameters of the binocular system by a ray re-projection strategy;
    所述第二标定子模块,用于结合所述系统参数,通过采样映射策略标定出相位-三维映射系数,并得到相位-三维映射系数查找表。The second standard stator module is configured to combine the system parameters, calibrate the phase-three-dimensional mapping coefficient by using a sampling mapping strategy, and obtain a phase-three-dimensional mapping coefficient lookup table.
  9. 如权利要求8所述的高效相位-三维映射系统,其特征在于,所述第一标定子模块具体包括:The high-efficiency phase-three-dimensional mapping system of claim 8, wherein the first standard stator module comprises:
    采集子模块,用于将印有标志点的标靶置于标定空间,利用所述成像装置采集所述标靶的成像装置图像,然后利用投影装置投影正交条纹序列到所述标靶上,利用所述成像装置采集受印有所述标志点的标靶表面调制的正交条纹图; a collection sub-module, configured to place a target marked with a marker point in a calibration space, acquire an image of the imaging device of the target by using the imaging device, and then project an orthogonal stripe sequence onto the target by using a projection device, Acquiring, by the imaging device, an orthogonal fringe pattern modulated by a target surface on which the marker point is printed;
    第一坐标获取子模块,用于提取所述标志点在所述成像装置图像上像素点的坐标;a first coordinate acquisition sub-module, configured to extract coordinates of a pixel point of the marker point on the image of the imaging device;
    第二坐标获取子模块,用于通过所述正交条纹图计算正交相位,并通过正交相位确定所述标志点在投影装置图像上像素点的坐标;a second coordinate acquisition submodule, configured to calculate a quadrature phase by using the orthogonal fringe pattern, and determine coordinates of the pixel point of the marker point on the image of the projection device by using the quadrature phase;
    系统参数标定子模块,用于通过反向投影立体视觉模型,结合系统参数确定标志点在成像装置图像上像素点的坐标和投影装置图像上像素点的坐标分别反向投影的空间射线,通过预置的射线重投影策略调整所述系统参数,以所述标志点到所对应的两条空间射线的距离之和最小时的系统参数作为标定出的所述双目系统的系统参数。The system parameter standard stator module is configured to determine the spatial ray of the pixel point on the image of the imaging device and the coordinates of the pixel on the projection device image by the back projection stereoscopic vision model, combined with the system parameters, and pass the pre-projection The set ray re-projection strategy adjusts the system parameters, and uses the system parameter when the sum of the distances of the marker points to the corresponding two spatial rays is the minimum as the system parameter of the binocular system.
  10. 如权利要求8或9所述的高效相位-三维映射系统,其特征在于,所述第二标定子模块具体包括:The high-efficiency phase-three-dimensional mapping system according to claim 8 or 9, wherein the second standard stator module comprises:
    空间射线投影子模块,用于利用标定出的系统参数确定成像装置图像上任一像素点的坐标反向投影的空间射线;a spatial ray projection sub-module for determining a spatial ray of a reverse projection of coordinates of any pixel on the image of the imaging device by using the calibrated system parameter;
    相位值获取子模块,用于在标定空间内沿所述空间射线进行采样,得到一系列的空间采样点,将该系列空间采样点分别投影到投影装置图像上,得到对应的相位值;a phase value acquisition sub-module, configured to sample along the spatial ray in the calibration space, to obtain a series of spatial sampling points, and respectively project the series of spatial sampling points onto the image of the projection device to obtain a corresponding phase value;
    相位-三维映射系数标定子模块,用于使用该系列采样点分别对应的相位值和该系列采样点的三维坐标拟合出所述任一像素点的相位-三维映射系数;The phase-three-dimensional mapping coefficient standard stator module is configured to fit the phase-three-dimensional mapping coefficient of the any pixel point by using the phase value corresponding to the series of sampling points and the three-dimensional coordinates of the series of sampling points;
    相位-三维映射系数查找表获取子模块,用于对所述成像装置图像上的每个像素点进行处理,得到每个像素点的相位-三维映射系数,并生成相位-三维映射系数查找表。 The phase-three-dimensional mapping coefficient lookup table acquisition sub-module is configured to process each pixel on the image of the imaging device to obtain a phase-three-dimensional mapping coefficient of each pixel, and generate a phase-three-dimensional mapping coefficient lookup table.
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Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110230979A (en) * 2019-04-15 2019-09-13 深圳市易尚展示股份有限公司 A kind of solid target and its demarcating three-dimensional colourful digital system method
CN111207697A (en) * 2020-01-17 2020-05-29 四川大学 Phase and modulation acquisition method and device based on lookup table and electronic equipment
CN111241317A (en) * 2020-01-08 2020-06-05 四川大学 Phase and modulation information acquisition method based on multiple two-dimensional lookup tables
CN111462331A (en) * 2020-03-31 2020-07-28 四川大学 Method for expanding epipolar geometry and calculating three-dimensional point cloud in real time
CN112465920A (en) * 2020-12-08 2021-03-09 广州小鹏自动驾驶科技有限公司 Vision sensor calibration method and device
CN112967348A (en) * 2021-04-01 2021-06-15 深圳大学 Three-dimensional reconstruction method based on one-dimensional scanning structured light system and related components thereof
WO2021139759A1 (en) * 2020-01-08 2021-07-15 四川大学 Grouping look-up table based high-frequency phase decoding method and apparatus and electronic device
CN113870140A (en) * 2021-10-08 2021-12-31 深圳大学 Three-dimensional reconstruction method, device, equipment and medium based on planar target phase
CN113936116A (en) * 2021-11-12 2022-01-14 合众新能源汽车有限公司 Complex space curved surface mapping method for transparent A column
CN114485471A (en) * 2022-02-14 2022-05-13 华侨大学 Three-dimensional shape measuring device, method and system for separating height-direction errors
CN114612409A (en) * 2022-03-04 2022-06-10 广州镭晨智能装备科技有限公司 Projection calibration method and device, storage medium and electronic equipment
CN114666480A (en) * 2022-03-28 2022-06-24 天津大学 Method and device for calibrating incident light pixel by pixel of combined imaging system based on phase information
CN114708316A (en) * 2022-04-07 2022-07-05 四川大学 Structured light three-dimensional reconstruction method and device based on circular stripes and electronic equipment

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102622747A (en) * 2012-02-16 2012-08-01 北京航空航天大学 Camera parameter optimization method for vision measurement
US8462207B2 (en) * 2009-02-12 2013-06-11 Primesense Ltd. Depth ranging with Moiré patterns
CN103994732A (en) * 2014-05-29 2014-08-20 南京理工大学 Three-dimensional measurement method based on fringe projection

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8462207B2 (en) * 2009-02-12 2013-06-11 Primesense Ltd. Depth ranging with Moiré patterns
CN102622747A (en) * 2012-02-16 2012-08-01 北京航空航天大学 Camera parameter optimization method for vision measurement
CN103994732A (en) * 2014-05-29 2014-08-20 南京理工大学 Three-dimensional measurement method based on fringe projection

Cited By (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110230979A (en) * 2019-04-15 2019-09-13 深圳市易尚展示股份有限公司 A kind of solid target and its demarcating three-dimensional colourful digital system method
CN111241317A (en) * 2020-01-08 2020-06-05 四川大学 Phase and modulation information acquisition method based on multiple two-dimensional lookup tables
CN111241317B (en) * 2020-01-08 2022-03-11 四川大学 Phase and modulation information acquisition method based on multiple two-dimensional lookup tables
WO2021139759A1 (en) * 2020-01-08 2021-07-15 四川大学 Grouping look-up table based high-frequency phase decoding method and apparatus and electronic device
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CN114612409B (en) * 2022-03-04 2023-07-07 广州镭晨智能装备科技有限公司 Projection calibration method and device, storage medium and electronic equipment
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