CN104168467A - Method for achieving projection display geometric correction by applying time series structure light technology - Google Patents

Method for achieving projection display geometric correction by applying time series structure light technology Download PDF

Info

Publication number
CN104168467A
CN104168467A CN201410442211.0A CN201410442211A CN104168467A CN 104168467 A CN104168467 A CN 104168467A CN 201410442211 A CN201410442211 A CN 201410442211A CN 104168467 A CN104168467 A CN 104168467A
Authority
CN
China
Prior art keywords
projector
image
projection
original image
cache
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201410442211.0A
Other languages
Chinese (zh)
Other versions
CN104168467B (en
Inventor
刘凯
龙云飞
郑晓军
吴炜
杨晓敏
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Sichuan University
Original Assignee
Sichuan University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Sichuan University filed Critical Sichuan University
Priority to CN201410442211.0A priority Critical patent/CN104168467B/en
Publication of CN104168467A publication Critical patent/CN104168467A/en
Application granted granted Critical
Publication of CN104168467B publication Critical patent/CN104168467B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Image Processing (AREA)
  • Projection Apparatus (AREA)
  • Transforming Electric Information Into Light Information (AREA)
  • Controls And Circuits For Display Device (AREA)

Abstract

The invention provides a method for achieving projection display geometric correction by applying a time series structure light technology. The method is targeted for irregular projection surfaces. The coordinate corresponding relation between camera images and projector cache images is obtained through the time series structure light technology. A valid projection area is determined in the camera images. A final image display area is worked out in the valid projection area. The homography relation between the final image display area and original images is solved. The nonlinear discrete mapping relation between the original images and the projector cache images is built according to the homography relation and the coordinate corresponding relation between the camera images and the projector cache images. Gridding is conducted on the original images and a projector cache plane according to discrete mapping points. Finally the original images are converted to be in the projector cache plane by the adoption of texture mapping in the corresponding grid area. The method can be used for projection display geometric correction of the irregular surfaces. The method has the advantages of being high in geometric correction accuracy and computational efficiency, and easy and convenient to operate.

Description

Operate time sequential structure light technology realizes the method for Projection Display geometric correction
Technical field
The present invention relates to the Projection Display geometric correction technology in multi-projector splicing, particularly relate to the geometric correction for irregular projection surface based on time series structured light technique.
Background technology
During to irregular three-D surface projection, be subject to projection surface's 3D shape and projector's putting position and towards impact, show image can produce geometric distortion.Utilize computer vision technique, projector's cache image is carried out to Geometric corrections, make human eye in the time of ad-hoc location and view projected picture, can see the projected image that there is no geometric distortion.This technology can be used for the geometric correction problem in projection splicing.The geometric correction technology of three-dimensional surface projection makes projection environment break away from the restriction of special projection screen, as the key technology of many projection splicings, be widely used in high-resolution, large-screen, immersion demonstration, as approach tower analogue system, Remote Video Conference demonstration, the interactive display environment of office etc.Luo Jianli etc. are in paper " feature point detection in multi-projector auto-stereo display system and geometric correction [J].Electronic letters, vol, 2010,38(8): 1729-1735 " in the method that adopts projection and catch characteristic pattern obtain the corresponding relation of camera plane and projector's buffer memory plane, and by this corresponding relation, projected image is carried out to geometric correction.The method is projection and seizure circular feature lattice array first; The characteristic point array photographing is carried out to feature point detection, adopt the round detection method based on Hough conversion to detect characteristic circle, then use least squares line fitting method to proofread and correct characteristic point position; The characteristic point that utilization detects is set up grid one to one at camera space and projector's spatial cache; Finally, according to mapping relations one by one between corresponding grid, desired image texture mapping is realized to geometric correction to projector's spatial cache.The geometric correction method based on projection properties pattern taking said method as representative has following defect: first, the method that detects characteristic point is subject to projection environmental interference larger, irrelevant object in common interference display surface as inconsistent in reflectivity, bias light, projection environment all can cause adverse effect to the detection of characteristic point, above-mentioned interference may cause the flase drop of characteristic point and undetected, and then subsequent step is made troubles as grid enable.Secondly,, because the map grids of setting up is finer and closely woven, the mapping relations of camera and projector are more accurate, geometric correction precision is just higher, but the characteristic point Limited Number that feature point detection obtains causes the map grids tightness degree that obtains not high, directly affects the accuracy of geometric correction.The 3rd, adopt Hough transform method to detect the nonstandard director circle being out of shape photographing, although proofread and correct in post-processed, also unavoidably there is error in the home position obtaining.The 4th, the method utilizes method complex operation, the amount of calculation of characteristic point structure grid large, comprises sequence, fitting a straight line, judgement and removal flase drop measuring point, inserts the operations such as undetected measuring point, is unfavorable for the rapidity that perspective geometry is proofreaied and correct.How to overcome existing method characteristic point and detect that accuracy is low, anti-interference is poor, map grids defective tightness, the shortcoming that gridding process operation is loaded down with trivial details, computational efficiency is low, the scheme that application the present invention mentions just can solve this key technical problem.
Summary of the invention
The object of the invention is low for current Projection Display geometric correction method feature point detection accuracy, anti-interference is poor, map grids defective tightness, the shortcoming that gridding process operation is loaded down with trivial details, computational efficiency is low, the Projection Display geometric correction method that a kind of operate time sequential structure light technology is provided, the method accuracy is high, easy and simple to handle.
The object of the invention is to adopt following technical proposals to realize:
Use the structured light patterns sequence of projection arrangement to display surface projection horizontal and vertical direction, and synchronously take with camera head, obtain by decoding projector's cache image coordinate that the each pixel of camera image is corresponding, in camera image, determine projection effective coverage, in projection effective coverage, look for imperial palace that there is identical transverse and longitudinal ratio with original image to connect rectangle as final image viewing area , solve homography relation with original image , according to and the coordinate corresponding relation of camera image and projector's cache image is set up the nonlinear discrete mapping relations of original image to projector's cache image, format according to name a person for a particular job original image and projector's buffer memory plane net of Discrete Mapping, adopt the method for texture mapping that original image is transformed to projector's buffer memory plane in corresponding net region.
The present invention compared with prior art has the following advantages:
Because the corresponding points of final each pixel of rectangular display area all build map grids as node in camera space, so under the certain condition of camera number of pixels, Meshing Method of the present invention is the meticulousst dividing mode in theory, can reach very high geometric correction precision; Compared with the method for shining upon with the gridding based on characteristic point, the grid fine degree that this paper method is set up is higher, and grid process of establishing is easier directly, needn't sort, fitting a straight line, judgement and removal flase drop measuring point, insert the troublesome operation such as undetected measuring point, can reach higher computational efficiency and accuracy.
Brief description of the drawings
Fig. 1 is perspective geometry corrective system structure chart of the present invention.
Fig. 2 is the workflow diagram of perspective geometry bearing calibration of the present invention.
Embodiment
Below in conjunction with accompanying drawing, operation principle, the present invention is described in further detail.
Accompanying drawing 1 is Projection Display geometric correction system construction drawing, and in figure, 101 is camera, and 102 is projector, and 103 is computer, and 104 is irregular Projection Display surface.The device adopting has 1 CASIO XJ-M140 projector, and projector's caching frame size is pixel, grey level quantization grade is 8bit, the maximum output frequency of projector is 150 frames/s; 1 Prosilica GC650 industry camera, resolution is pixel, grey level quantization grade is 8bit, the maximum seizure of camera frequency is 62 frames/s.1 has Core i3 3530 CPU, the computer of 4GB internal memory.Using the irregular curved surface being formed by the distortion of large scale paper as Projection Display surface.Under Microsoft Visual Studio 2010 environment, adopt C++ to write main program, application OpenGL completes texture mapping.Accompanying drawing 2 is the present embodiment Projection Display geometric correction method flow chart.Camera and projector position are fixed, and camera can capture the whole view field on display surface.The size dimension of original image is known.Projector's cache image size is expressed as , its pixel coordinate is ; Camera image pixel coordinate is .This example is for the geometric correction of single-throw shadow, and concrete implementation step is as follows:
(1)display surface is carried out to the scanning of horizontal and vertical direction by phase measuring profilometer (phase measuring profilometry, PMP), obtain horizontal phase with vertical phase place and intensification modulation .
PMP principle paper " Liu K; Wang Y; Lau D L; et al. Dual-frequency pattern scheme for high-speed 3-D shape measurement[J]. Opt. Express; 2010; 18 (5): 5229-5244 " in have detailed introduction, be now summarized as follows:
With projector, to display surface projection sinusoidal structured light pattern, the pattern table of projection is shown:
(1)
(2)
Wherein, with be respectively horizontal direction and vertical scan direction pattern exists the gray value at place, ffor the spatial frequency of structured light patterns, nfor each direction phase shift sum, nfor phase coefficient, with for constant, meet .The parameter of this example sinusoidal structured light pattern is , spatial frequency f=64, each direction phase shift sum n=8.
With the synchronous capturing structure light image of camera, the image representation photographing is:
(3)
Wherein, variable iget the structure light image sequence of distinguishing corresponding horizontal direction and vertical direction phase shift at 1,2 o'clock; , , with represent that respectively photographic images sequence exists brightness value, average brightness value, intensification modulation and the initial phase at place.
Finally, utilize the structure light image sequence photographing, decoding obtains horizontal phase corresponding to the each pixel of camera image with vertical phase place and intensification modulation .Decoding formula is:
(4)
(5)
(2)use intensification modulation figure determine the projection effective coverage in camera image.
At intensification modulation figure in, the value of pixel with projector cache image with corresponding relation is larger, and the value of other pixels is close to 0.Without loss of generality, our intensification modulation to vertical direction phase-shift structure light pattern carry out Threshold segmentation and determine the region that has mapping relations in camera image with projector, this region is projection effective coverage.Set a threshold value , here value is , camera coordinates regional be judged to be projection effective coverage.
(3)in projection effective coverage in camera image, determine final image viewing area .
Projection effective coverage in general camera image is irregular polygon, need in this region, determine the demonstration of a rectangular area for final projected image.In projection effective coverage, look for imperial palace that there is identical transverse and longitudinal ratio with original image to connect rectangle by heuristic.Above-mentioned heuristic paper " van Baar J; Raskar R; Baar J; et al. A low-cost projector mosaic with fast registration[C] // Proceedings of Asian Conference on Computer Vision. Berlin; German: Springer; 2002,3 (3). " in have detailed introduction.This imperial palace is connect to rectangular area to be expressed as , establish left upper apex coordinate be , width is , be highly .
(4)solve the rectangular area in camera space homography relation with original image s.
Due to there is zooming and panning relation with original image, so transformation relation to original image can represent with homography matrix, and homogeneous coordinates form is:
(6)
Wherein, coordinates of original image coordinates, camera image coordinate, for homogeneous coordinates scale factor, for homography matrix selement, and .Utilize 4 apex coordinates and rectangular area that original image is known 4 corresponding vertex coordinates just can calculate homography transformation matrix s.
(5)set up rectangular area abscissa look-up table with ordinate look-up table .
Coordinate look-up table with being height is , be widely two-dimensional matrix, can regard size and region as identical coordinate diagram.Look-up table with process of establishing can be expressed as:
(7)
(8)
Wherein, integer meet .If the relative coordinate of left upper apex be , so with deposit respectively region interior relative position abscissa and the ordinate of correspondence in camera image.
(6)with , with homography relation sset up rectangular area mapping point abscissa look-up table in original image with ordinate look-up table .
Look-up table with being height is , be widely two-dimensional matrix.Process of establishing can be expressed as:
(9)
Wherein, integer meet . with deposit respectively region interior relative position be mapped to abscissa and ordinate after original image.
(7)with , and horizontal phase , vertical phase place set up rectangular area mapping point abscissa look-up table in projector's cache image with ordinate look-up table .
Look-up table with being height is , be widely two-dimensional matrix.Process of establishing can be represented by following formula:
(10)
(11)
Wherein, integer meet . with deposit respectively region interior relative position be mapped to abscissa and ordinate after projector's cache image.
(8)by look-up table , , , obtain the nonlinear discrete mapping relations of original image to projector's cache image.
, deposit rectangular display area in camera image the coordinate of all pixels correspondence position in original image; And with deposit all pixels are corresponding points coordinate in projector's cache image.Thereby indirectly obtain the nonlinear discrete mapping relations of original image to projector's cache image, these coordinate mapping relations are expressed as:
(12)
Wherein integer meet , altogether to mapping point.
(9)format according to name a person for a particular job original image and projector's buffer memory plane net of Discrete Mapping.
Utilization is mapped to the characteristic that the discrete point in original image is uniformly-spaced arranged, and as one group, coordinates of original image coordinates plane is divided into square net taking adjacent 4 mapping points up and down.The grid of original image is divided the set expression that can form with four of a single square net piece apex coordinate.Single grid block is used matrix be expressed as:
(13)
Wherein, rounded coordinate the two dimension numbering that represents grid block, meets . the the 1st, 2,3,4 row represent respectively upper left, upper right, bottom right, the lower-left apex coordinate of a grid block.
Recycling original image is to the Discrete Mapping relation of projector's cache image determine quadrangular mesh partition corresponding in projector's buffer memory plane.In like manner, in projector's buffer memory plane, corresponding single quadrilateral mesh piece can be expressed as matrix :
(14)
Similarly, rounded coordinate the two dimension numbering that represents grid block, meets . the apex coordinate of line display grid block.
So, between original image plane and projector buffer memory plane, corresponding grid block can be expressed as:
(15)
Wherein, .
(10)corresponding net region adopts the method for texture mapping that original image is transformed to projector's buffer memory plane.
Using original image as 2 d texture, the each grid block of original image is composed to texture coordinate.Square net piece 4 corresponding texture coordinates are respectively , , , , wherein with represent respectively the wide and high of original image.Re-use OpenGL and adopt the mode of texture mapping pixel in each original image grid block to be mapped in the corresponding quadrilateral mesh region of projector's buffer memory plane, finally realize the pre-distortion from original image to projector's cache image.
By correcting algorithm, original image plane and projector buffer memory plane are obtained and have had the corresponding net region of mapping relations .In the time wanting the constant new images of projected size, only new images net region pixel need be carried out to texture mapping to the corresponding net region of projector's buffer memory plane and just can reach the precorrection to the new cache image of projector.
The foregoing is only preferred embodiment of the present invention, not in order to limit the present invention, all any amendments of doing within the spirit and principles in the present invention, be equal to and replace and improvement etc., within all should being included in protection scope of the present invention.

Claims (4)

1. the Projection Display geometric correction algorithm of an operate time sequential structure light technology, it is characterized in that using the structured light patterns sequence of projection arrangement to display surface projection horizontal and vertical direction, and synchronously take with camera head, obtain by decoding projector's cache image coordinate that the each pixel of camera image is corresponding, in camera image, determine projection effective coverage, in projection effective coverage, look for imperial palace that there is identical transverse and longitudinal ratio with original image to connect rectangle as final image viewing area , solve homography relation with original image , according to and the coordinate corresponding relation of camera image and projector's cache image is set up the nonlinear discrete mapping relations of original image to projector's cache image, format according to name a person for a particular job original image and projector's buffer memory plane net of Discrete Mapping, adopt the method for texture mapping that original image is transformed to projector's buffer memory plane in corresponding net region.
2. in accordance with the method for claim 1, it is characterized in that said structured light patterns sequence comprises line-structured light pattern sequence, binary structure light pattern sequence, Gray code structured light patterns sequence, sinusoidal light pattern sequence, triangular wave structured light patterns sequence, trapezoidal wave structured light patterns sequence.
3. in accordance with the method for claim 1, it is characterized in that the said projection effective coverage of determining in camera image, is to carry out Threshold segmentation by the intensification modulation of offset of sinusoidal structured light to determine projection effective coverage.
4. in accordance with the method for claim 1, it is characterized in that saidly formatting according to name a person for a particular job original image and projector's buffer memory plane net of Discrete Mapping, to utilize to be mapped to the characteristic that the discrete point in original image is uniformly-spaced arranged, as one group, coordinates of original image coordinates plane is divided into square net taking adjacent 4 mapping points up and down, recycling original image is to the Discrete Mapping relation of projector's cache image determine quadrangular mesh partition corresponding in projector's buffer memory plane.
CN201410442211.0A 2014-09-02 2014-09-02 Use the method that time series structured light technique realizes Projection Display geometric correction Active CN104168467B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410442211.0A CN104168467B (en) 2014-09-02 2014-09-02 Use the method that time series structured light technique realizes Projection Display geometric correction

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410442211.0A CN104168467B (en) 2014-09-02 2014-09-02 Use the method that time series structured light technique realizes Projection Display geometric correction

Publications (2)

Publication Number Publication Date
CN104168467A true CN104168467A (en) 2014-11-26
CN104168467B CN104168467B (en) 2016-06-15

Family

ID=51912072

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410442211.0A Active CN104168467B (en) 2014-09-02 2014-09-02 Use the method that time series structured light technique realizes Projection Display geometric correction

Country Status (1)

Country Link
CN (1) CN104168467B (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105554486A (en) * 2015-12-22 2016-05-04 Tcl集团股份有限公司 Projection calibration method and device
CN106162124A (en) * 2016-08-02 2016-11-23 上海唱风信息科技有限公司 The calibration steps of scialyscope output image
CN106507077A (en) * 2016-11-28 2017-03-15 江苏鸿信系统集成有限公司 Projecting apparatus picture based on graphical analysis is corrected and blocks preventing collision method
CN108234973A (en) * 2016-12-22 2018-06-29 卡西欧计算机株式会社 Projection control, method for controlling projection and recording medium
CN110857855A (en) * 2018-08-22 2020-03-03 杭州海康机器人技术有限公司 Image data acquisition method, device and system
CN110996081A (en) * 2019-12-06 2020-04-10 北京一数科技有限公司 Projection picture correction method and device, electronic equipment and readable storage medium
CN112261396A (en) * 2020-10-26 2021-01-22 成都极米科技股份有限公司 Projection method, projection device, projection equipment and computer readable storage medium
CN114363600A (en) * 2022-03-15 2022-04-15 视田科技(天津)有限公司 Remote rapid 3D projection method and system based on structured light scanning
CN115150595A (en) * 2021-03-31 2022-10-04 成都极米科技股份有限公司 Method and device for determining projection picture display area and projector
CN115314691A (en) * 2022-08-09 2022-11-08 北京淳中科技股份有限公司 Image geometric correction method and device, electronic equipment and storage medium

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103019643A (en) * 2012-12-30 2013-04-03 中国海洋大学 Method for automatic correction and tiled display of plug-and-play large screen projections
CN103209311A (en) * 2012-01-14 2013-07-17 复旦大学 Multi-projection autocorrection display system based on camera

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6536907B1 (en) * 2000-02-08 2003-03-25 Hewlett-Packard Development Company, L.P. Aberration compensation in image projection displays

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103209311A (en) * 2012-01-14 2013-07-17 复旦大学 Multi-projection autocorrection display system based on camera
CN103019643A (en) * 2012-12-30 2013-04-03 中国海洋大学 Method for automatic correction and tiled display of plug-and-play large screen projections

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
佘佳音: "投影软幕畸变的检测与校正方法研究", 《中国优秀硕士学位论文全文数据库 信息科技辑》, 15 August 2010 (2010-08-15), pages 136 - 382 *
肖朝,等: "基于结构光的多投影显示系统图像对准算法", 《西南交通大学学报》, vol. 47, no. 5, 15 October 2012 (2012-10-15) *

Cited By (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105554486A (en) * 2015-12-22 2016-05-04 Tcl集团股份有限公司 Projection calibration method and device
CN106162124A (en) * 2016-08-02 2016-11-23 上海唱风信息科技有限公司 The calibration steps of scialyscope output image
CN106162124B (en) * 2016-08-02 2018-06-08 上海唱风信息科技有限公司 Projector exports the calibration method of image
CN106507077B (en) * 2016-11-28 2018-07-24 江苏鸿信系统集成有限公司 Preventing collision method is corrected and blocked to projecting apparatus picture based on image analysis
CN106507077A (en) * 2016-11-28 2017-03-15 江苏鸿信系统集成有限公司 Projecting apparatus picture based on graphical analysis is corrected and blocks preventing collision method
CN108234973B (en) * 2016-12-22 2020-07-07 卡西欧计算机株式会社 Projection control device, projection control method, and computer-readable recording medium
CN108234973A (en) * 2016-12-22 2018-06-29 卡西欧计算机株式会社 Projection control, method for controlling projection and recording medium
CN110857855A (en) * 2018-08-22 2020-03-03 杭州海康机器人技术有限公司 Image data acquisition method, device and system
CN110996081A (en) * 2019-12-06 2020-04-10 北京一数科技有限公司 Projection picture correction method and device, electronic equipment and readable storage medium
CN110996081B (en) * 2019-12-06 2022-01-21 北京一数科技有限公司 Projection picture correction method and device, electronic equipment and readable storage medium
CN112261396A (en) * 2020-10-26 2021-01-22 成都极米科技股份有限公司 Projection method, projection device, projection equipment and computer readable storage medium
CN112261396B (en) * 2020-10-26 2022-02-25 成都极米科技股份有限公司 Projection method, projection device, projection equipment and computer readable storage medium
CN115150595A (en) * 2021-03-31 2022-10-04 成都极米科技股份有限公司 Method and device for determining projection picture display area and projector
CN115150595B (en) * 2021-03-31 2023-09-26 成都极米科技股份有限公司 Method and device for determining display area of projection picture and projector
CN114363600A (en) * 2022-03-15 2022-04-15 视田科技(天津)有限公司 Remote rapid 3D projection method and system based on structured light scanning
CN114363600B (en) * 2022-03-15 2022-06-21 视田科技(天津)有限公司 Remote rapid 3D projection method and system based on structured light scanning
CN115314691A (en) * 2022-08-09 2022-11-08 北京淳中科技股份有限公司 Image geometric correction method and device, electronic equipment and storage medium
CN115314691B (en) * 2022-08-09 2023-05-09 北京淳中科技股份有限公司 Image geometric correction method and device, electronic equipment and storage medium

Also Published As

Publication number Publication date
CN104168467B (en) 2016-06-15

Similar Documents

Publication Publication Date Title
CN104168467A (en) Method for achieving projection display geometric correction by applying time series structure light technology
CN102129680B (en) Real-time geometry aware projection and fast re-calibration
CN112082512B (en) Calibration optimization method and device for phase measurement deflection technique and computer equipment
US9195121B2 (en) Markerless geometric registration of multiple projectors on extruded surfaces using an uncalibrated camera
TWI486551B (en) Method and system for three-dimensional data acquisition
CN110099266B (en) Projector picture correction method and device and projector
JP6344050B2 (en) Image processing system, image processing apparatus, and program
CN111882530B (en) Sub-pixel positioning map generation method, positioning method and device
CN111192552B (en) Multi-channel LED spherical screen geometric correction method
CN105488775A (en) Six-camera around looking-based cylindrical panoramic generation device and method
CN102564348A (en) Systematic geometric demarcation method for reflection three-dimensional measurement of stripe
CN107155341A (en) 3 D scanning system and framework
CN112734860A (en) Arc-screen prior information-based pixel-by-pixel mapping projection geometric correction method
CN106500626A (en) A kind of mobile phone stereoscopic imaging method and three-dimensional imaging mobile phone
CN104236482A (en) Phase measuring profilometry system nonlinear correction method combining geometric calibration
CN105005964A (en) Video sequence image based method for rapidly generating panorama of geographic scene
CN114697623A (en) Projection surface selection and projection image correction method and device, projector and medium
CN110245199A (en) A kind of fusion method of high inclination-angle video and 2D map
CN113643414A (en) Three-dimensional image generation method and device, electronic equipment and storage medium
JP2015233266A (en) Image processing system, information processing device, and program
CN113091646A (en) Three-dimensional shape measurement method based on stripe calibration
CN116222425A (en) Three-dimensional reconstruction method and system based on multi-view three-dimensional scanning device
CN106683057A (en) Method for automatically geometrically correcting multi-projection display walls with optional continuous screens with curved surfaces
CN113658279B (en) Camera internal reference and external reference estimation method, device, computer equipment and storage medium
CN112002007B (en) Model acquisition method and device based on air-ground image, equipment and storage medium

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant