Commit Graph

5 Commits

Author SHA1 Message Date
Wanli Zhong
b06544bd54
Merge pull request #21918 from No-Plane-Cannot-Be-Detected:5.x-region_growing_3d
Add normal estimation and region growing algorithm for point cloud

* Add normal estimation and region growing algorithm for point cloud

* 1.Modified documentation for normal estimation;2.Converted curvature in region growing to absolute values;3.Changed the data type of threshold from float to double;4.Fixed some bugs;

* Finished documentation

* Add tests for normal estimation. Test the normal and curvature of each point in the plane and sphere of the point cloud.

* Fix some warnings caused by to small numbers in test

* Change the test to calculate the average difference instead of comparing each normal and curvature

* Fixed the bugs found by testing

* Redesigned the interface and fixed problems:
1. Make the interface compatible with radius search.
2. Make region growing optionally sortable on results.
3. Modified the region growing interface.
4. Format reference.
5. Removed sphere test.

* Fix warnings

* Remove flann dependency

* Move the flann dependency to the corresponding test
2022-05-23 14:47:57 +00:00
Ruan
80c5d18f9c
Merge pull request #21276 from No-Plane-Cannot-Be-Detected:5.x-ptcloud
Add support for 3D point cloud segmentation, using the USAC framework.

* Modify the RANSAC framework in usac such that RANSAC can be used in 3D point cloud segmentation.

* 1. Add support for 3D point cloud segmentation, using the USAC framework.
2. Add solvers, error estimators for plane model and sphere model.

* Added code samples to the comments of class SACSegmentation.

* 1. Update the segment interface parameters of SACSegmentation.
2. Fix some errors in variable naming.

* Add tests for plane detection.

* 1. Add tests for sphere segmentation.
2. Fix some bugs found by tests.
3. Rename "segmentation" to "sac segmentation".
4. Rename "detect" to "segment".
TODO: Too much duplicate code, the structure of the test needs to be rebuilt.

* 1. Use SIMD acceleration for plane model and sphere model error estimation.
2. Optimize the RansacQualityImpl#getScore function to avoid multiple calls to the error#getError function.
3. Fix a warning in test_sac_segmentation.cpp.

* 1. Fix the warning of ModelConstraintFunction ambiguity.
2. Fix warning: no previous declaration for'void cv::usac::modelParamsToUsacConfig(cv::Ptr<cv::usac::SimpleUsacConfig>&, const cv::Ptr<const cv::usac::Model>& )

* Fix a warning in test_sac_segmentation.cpp about direct comparison of different types of data.

* Add code comments related to the interpretation of model coefficients.

* Update the use of custom model constraint functions.

* Simplified test code structure.

* Update the method of checking plane models.

* Delete test for cylinder.

* Add some comments about UniversalRANSAC.

* 1. The RANSAC paper in the code comments is referenced using the bibtex format.
2. The sample code in the code comments is replaced using @snippet.
3. Change the public API class SACSegmentation to interface.
4. Clean up the old useless code.

* fix warning(no previous declaration) in 3d_sac_segmentation.cpp.

* Fix compilation errors caused by 3d_sac_segmentation.cpp.

* Move the function sacModelMinimumSampleSize() from ptcloud.hpp to sac_segmentation.cpp.

* 1. Change the interface for setting the number of threads to the interface for setting whether to be parallel.
2. Move interface implementation code in ptcloud_utils.hpp to ptcloud_utils.cpp.

* SACSegmentation no longer inherits Algorithm.

* Add the constructor and destructor of SACSegmentation.

* 1. For the declaration of the common API, the prefix and suffix of the parameter names no longer contain underscores.
2. Rename the function _getMatFromInputArray -> getPointsMatFromInputArray.
3. Change part of CV_CheckDepth to CV_CheckDepthEQ.
4. Remove the doxygen flag from the source code.
5. Update the loop termination condition of SIMD in the point cloud section of 3D module.

* fix warning: passing 'bool' chooses 'int' over 'size_t {aka unsigned int}' .

* fix warning: passing 'bool' chooses 'int' over 'size_t {aka unsigned int}' .
2021-12-30 15:54:06 +00:00
catree
9c61d80bc4 Summarize PnP pose computation on a single separate page. 2021-12-23 19:43:27 +01:00
Rostislav Vasilikhin
bae9cef0b5
Merge pull request #20013 from savuor:rgbd_to_3d
Moving RGBD parts to 3d

* files moved from rgbd module in contrib repo

* header paths fixed

* perf file added

* lapack compilation fixed

* Rodrigues fixed in tests

* rgbd namespace removed

* headers fixed

* initial: rgbd files moved to 3d module

* rgbd updated from latest contrib master; less file duplication

* "std::" for sin(), cos(), etc.

* KinFu family -> back to contrib

* paths & namespaces

* removed duplicates, file version updated

* namespace kinfu removed from 3d module

* forgot to move test_colored_kinfu.cpp to contrib

* tests fixed: Params removed

* kinfu namespace removed

* it works without objc bindings

* include headers fixed

* tests: data paths fixed

* headers moved to/from public API

* Intr -> Matx33f in public API

* from kinfu_frame.hpp to utils.hpp

* submap: Intr -> Matx33f, HashTSDFVolume -> Volume; no extra headers

* no RgbdFrame class, no Mat fields & arg -> InputArray & pImpl

* get/setPyramidAt() instead of lots of methods

* Mat -> InputArray, TMat

* prepareFrameCache: refactored

* FastICPOdometry: +truncate threshold, +depthFactor; Mat/UMat choose

* Mat/UMat choose

* minor stuff related to headers

* (un)signed int warnings; compilation minor issues

* minors: submap: pyramids -> OdometryFrame; tests fix; FastICP minor; CV_EXPORTS_W for kinfu_frame.hpp

* FastICPOdometry: caching, rgbCameraMatrix

* OdometryFrame: pyramid%s% -> pyramids[]

* drop: rgbCameraMatrix from FastICP, RGB cache mode, makeColoredFrameFrom depth and all color-functions it calls

* makeFrameFromDepth, buildPyramidPointsNormals -> from public to internal utils.hpp

* minors

* FastICPOdometry: caching updated, init fields

* OdometryFrameImpl<UMat> fixed

* matrix building fixed; minors

* returning linemode back to contrib

* params.pose is Mat now

* precomp headers reorganized

* minor fixes, header paths, extra header removed

* minors: intrinsics -> utils.hpp; whitespaces; empty namespace; warning fixed

* moving declarations from/to headers

* internal headers reorganized (once again)

* fix include

* extra var fix

* fix include, fix (un)singed warning

* calibration.cpp: reverting back

* headers fix

* workaround to fix bindings

* temporary removed wrappers

* VolumeType -> VolumeParams

* (temporarily) removing wrappers for Volume and VolumeParams

* pyopencv_linemod -> contrib

* try to fix test_rgbd.py

* headers fixed

* fixing wrappers for rgbd

* fixing docs

* fixing rgbdPlane

* RgbdNormals wrapped

* wrap Volume and VolumeParams, VolumeType from enum to int

* DepthCleaner wrapped

* header folder "rgbd" -> "3d"

* fixing header path

* VolumeParams referenced by Ptr to support Python wrappers

* render...() fixed

* Ptr<VolumeParams> fixed

* makeVolume(... resolution -> [X, Y, Z])

* fixing static declaration

* try to fix ios objc bindings

* OdometryFrame::release...() removed

* fix for Odometry algos not supporting UMats: prepareFrameCache<>()

* preparePyramidMask(): fix to compile with TMat = UMat

* fixing debug guards

* removing references back; adding makeOdometryFrame() instead

* fixing OpenCL ICP hanging (some threads exit before reaching the barrier -> the rest threads hang)

* try to fix objc wrapper warnings; rerun builders

* VolumeType -> VolumeKind

* try to fix OCL bug

* prints removed

* indentation fixed

* headers fixed

* license fix

* WillowGarage licence notion removed, since it's in OpenCV's COPYRIGHT already

* KinFu license notion shortened

* debugging code removed

* include guards fixed

* KinFu license left in contrib module

* isValidDepth() moved to private header

* indentation fix

* indentation fix in src files

* RgbdNormals rewritten to pImpl

* minor

* DepthCleaner removed due to low code quality, no depthScale provided, no depth images found to be successfully filtered; can be replaced by bilateral filtering

* minors, indentation

* no "private" in public headers

* depthTo3d test moved from separate file

* Normals: setDepth() is useless, removing it

* RgbdPlane => findPlanes()

* rescaleDepth(): minor

* warpFrame: minor

* minor TODO

* all Odometries (except base abstract class) rewritten to pImpl

* FastICPOdometry now supports maxRotation and maxTranslation

* minor

* Odometry's children: now checks are done in setters

* get rid of protected members in Odometry class

* get/set cameraMatrix, transformType, maxRot/Trans, iters, minGradients -> OdometryImpl

* cameraMatrix: from double to float

* matrix exponentiation: Eigen -> dual quaternions

* Odometry evaluation fixed to reuse existing code

* "small" macro fixed by undef

* pixNorm is calculated on CPU only now (and then uploads on GPU)

* test registration: no cvtest classes

* test RgbdNormals and findPlanes(): no cvtest classes

* test_rgbd.py: minor fix

* tests for Odometry: no cvtest classes; UMat tests; logging fixed

* more CV_OVERRIDE to overriden functions

* fixing nondependent names to dependent

* more to prev commit

* forgotten fixes: overriden functions, (non)dependent names

* FastICPOdometry: fix UMat support when OpenCL is off

* try to fix compilation: missing namespaces

* Odometry: static const-mimicking functions to internal constants

* forgotten change to prev commit

* more forgotten fixes

* do not expose "submap.hpp" by default

* in-class enums: give names, CamelCase, int=>enums; minors

* namespaces, underscores, String

* std::map is used by pose graph, adding it

* compute()'s signature fixed, computeImpl()'s too

* RgbdNormals: Mat -> InputArray

* depth.hpp: Mat -> InputArray

* cameraMatrix: Matx33f -> InputArray + default value + checks

* "details" headers are not visible by default

* TSDF tests: rearranging checks

* cameraMatrix: no (realistic) default value

* renderPointsNormals*(): no wrappers for them

* debug: assert on empty frame in TSDF tests

* debugging code for TSDF GPU

* debug from integrate to raycast

* no (non-zero) default camera matrix anymore

* drop debugging code (does not help)

* try to fix TSDF GPU: constant -> global const ptr
2021-08-22 13:18:45 +00:00
Vadim Pisarevsky
d6c699c014 calib3d module in opencv is split into 3 modules: 3d, calib and stereo.
stereo module in opencv_contrib is renamed to xstereo
2020-12-01 23:42:15 +03:00