[GSoC] Add new Hashtable based TSDF volume to RGBD module
* - Add HashTSDF class
- Implement Integrate function (untested)
* Integration seems to be working, raycasting does not
* Update integration code
* Integration and Raycasting fixes, (both work now)
* - Format code
- Clean up comments and few fixes
* Add Kinect Fusion backup file
* - Add interpolation for vertices and normals (slow and unreliable!)
- Format code
- Delete kinfu_back.cpp
* Bug fix for integration and noisy odometry
* - Create volume abstract class
- Address Review comments
* - Add getPoints and getNormals function
- Fix formatting according to comments
- Move volume abstract class to include/opencv2/rgbd/
- Write factory method for creating TSDFVolumes
- Small bug fixes
- Minor fixes according to comments
* - Add tests for hashTSDF
- Fix raycasting bug causing to loop forever
- Suppress warnings by explicit conversion
- Disable hashTsdf test until we figure out memory leak
- style changes
- Add missing license in a few files, correct precomp.hpp usage
* Adding constructor for kinfu_Params(). Allows users to configure parameters for KinFu Algorithm
* Trailing whitespace correct
* Add constructor for TSDF Initial Pose. Allowed parameters are Matx33f,Vec3f and Matx44f. Also added function setInitialVolumePose to handle Matx44f param data type.
Added constructors and destructors for RgbdPlane
* declared constructors and destructors of RgbdPlane
* definitions written
* tests for python bindings added
DynamicFusion Implementation
* Add new nodes from points
* Addition of new node in the field
* Warp nodes demo
* Add newline before {
* Remove 3rd party flann dependency
* Regularisation Heirarchy
* Correct node radius
* Change default growth rate
* New node position = centroid of the neighbourhood
* Enlarge nodes while paused
* Dynafu TSDF
* TSDF demo
* Avoid double calc and adjust initial tsdf weight
* Fix bug that caused some voxels to disappear
* getNodePos helper
* Remove USE_INTRINSIC check
* Correct RT avg calculation and remove redundant knn calc
* Slight perf improvements
* Use LinearIndex
* Debug calculations
* set all nodes' RT
* Various bug fixes
* Separate camera and warpfield
* Add dynafu documentation
* Adhere to coding style
* Add dynafu unit test
* update demo
* Merge pull request #2133 from savuor:kinfu_truncate
KinectFusion: several updates (#2133)
* truncateThreshold added
* demo updated for RealSense
* first Kinect2, then RealSense
* more distance-based parameters
* Remove trailing whitespaces
* Replace bool vector with array
* create findNeighbours in WarpField
* Maintain nodesPos matrix in WarpField
* Fix warnings on Windows build
* Remove cameraPose from WarpField
* Use AutoBuffer
* Marching Cubes
* Fix MC
* Split mesh vertices & edges
* Change Mat types in MC
* OpenGL rendering
* Check for HAVE_OPENGL
* Error handling in case HAVE_OPENGL is not defined
* Replace Mat_ with std::vector inside marchCubes
* Parallelise marching cubes
* Fix warpfield and estimate depth inside DynaFuImpl::updateT()
* Linearise depth and use points/normals from MC
* Don't test dynafu without OpenGL support
* Analytical calculation of Jacobian matrices
* Add details about rotation and differentiate graph terms in J_r
* Use derivative of T^-1 from the tutorial
* Remove L2 norm from reg term
* Use chain rule to differentiate data term
* Markdown
* Fix markdown
* Replace MD file by HTML
* Change the data term expression
* Calculate J_d using vector identities
* Rasterize vertex and normals
* Apply warpfield before rendering
* Add CV_UNUSED for normImage to fix warning
* Render float image instead of uint8
* Implement ICP data term and other changes:
1. add option to applyWarp to normals
2. add option to `fetchPointNormals` to return points in voxel coordinates
3. Fix: Use voxel coordinates to update WarpField
* Fix non-OpenGL build
* Intialise newly discovered node transforms with DQB
* Fix data term
* Change data term normal and add kinfu-like distance/angle checks
* Implement regularisation
* Fix warnings
* Credit authors of DQB and table for MC
* cast size_t to int to supress warning
* Correct regularisation and add normal equation set up
* Delete html
* Dynafu unit test
KinectFusion: several updates (#2133)
* truncateThreshold added
* demo updated for RealSense
* first Kinect2, then RealSense
* more distance-based parameters
* KinFu demo: idle mode added
* undistort added
* KinFu demo: depth recorder added
* TSDFVolume gets voxelSize, voxelSizeInv, truncDist members; decorative fixes
* TSDFVolumeGPU::integrate(): host code compiles
* TSDFVolume: truncDist fixed
* TSDFVolume::integrate(): initial OCL version is done
* TSDFVolume::integrate(): OCL: minor fixes
* kinfu: small fixes
* TSDFVolume::raycast(): initial GPU version is done
* USE_INTRINSICS directive for centralized enable/disable opt. code
* TSDF Volume supports 3 different sizes/resolutions on each dimension
* TSDFVolume: serviceMembers moved to parent class
* TSDFVolumeGPU: mem order changed, gave perf boost 4x
* Frame: fixed UMat as InputArray; TSDF: comments, TODOs, minor fixes
* Frame::getPointsNormals(); minors
* FrameGPU: initial version (not working)
* minor
* FrameGPU: several fixes
* added OCL "fast" options
* ICP OCL: initial slow version is done (host-side reduce)
* ICP OCL: reduce is done, buggy
* KinFu Frame: more args fixes
* ICP OCL: small fixes to kernel
* ICP OCL reduce works
* OCL code refactored
* ICP OCL: less allocations, better speed
* ICP OCL: pose matrix made arg
* Render OCL: small fix
* Demo: using UMats everywhere
* TSDF integrate OCL: put const arg into kernel arg
* Platform parameter partially removed, implementation choice is done through OCL availability check
* Frame and FrameGenerator removed (other code is in following commits)
* CPU render: 4b instead of 3b
* ICP: no Frame class use, one class for both CPU and GPU code
* demo: fix for UMat chain
* TSDF: no Frame or FrameGenerator use
* KinFu: no Frame or FrameGenerator, parametrized for Mat or UMat based on OCL availability
* KinFu::setParams() removed since it has no effect anyway
* TSDF::raycast OCL: fixed normals rendering
* ScopeTime -> CV_TRACE
* 3-dims resolution and size passed to API
* fixed unexpected fails of ICP OCL
* voxels made cubic again
* args fixed a little
* fixed volSize calculation
* Tests: inequal, OCL, unified scene test function
* kinfu_frame: input types fixed
* fixed for Intel HD Graphics
* KinFu demo: setUseOptimized instead of setUseOpenCL
* tsdf: data types fixed
* TSDF OCL: fetch normals implemented
* roundDownPow2 -> utils.hpp
* TSDF OCL: fetch points+normals implemented
* TSDF OCL: NoSize, other fixes for kernel args
* Frame OCL: HAVE_OPENCL, NoSize, other kernel args fixed
* ICP OCL: HAVE_OPENCL, NoSize and other kernel fixes
* KinFu demo fixes: volume size and too long delay
* whitespace fix
* TSDF: allowed sizes not divisable by 32
* TSDF: fixed type traits; added optimization TODOs
* KinFu made non-free
* minor fixes: cast and whitespace
* fixed FastICP test
* warnings fixed: implicit type conversions
* OCL kernels: local args made through KernelArg::Local(lsz) call
* MSVC warnings fixed
* a workaround for broken OCV's bilateral
* KinFu tests made a bit faster
* build fixed until 3.4 isn't merged to master
* warnings fixed, test time shortened
* empty kinfu module created
* KinFu: skeleton is done
* some intermediate state fixed
* fixed normal calculation
* bilinear depth interp: fixing missing data
* TSDF integration optimized
* TSDF: adding constness
* utils: isNaN; Intr::Projector const reference fixed
* TSDF raycast: quality improvements
* TSDF fetchCloud is done
* render() added
* ICP implemented
* debug code moved to demo.cpp
* less TODOs
* partial refactoring
* TSDF: fetchPoints() and fetchNormals() rewritten in parallel manner
* platform choose added
* reordered
* data types isolated off the platform
* minor fixes
* ScopeTime added
* fixed iterations gathering
* volume::integrate() parallelized but works slow (big overhead for
* raycast is done in parallel
* got rid of kftype and p3type
* fetchNormals() fixed
* less code duplication
* nan check reduced, interpolate() refactored to fetchVoxel()
* ICP: optimizations
* TSDF: bilinear specialized
* TSDF: voxelSizeInv pushed away
* TSDF: interpolation optimized
* TSDF::integrate: parallel_for now works fast
* Frame::render: pow -> float ipow<int p>(x)
* ICP::getAb: parallel_for
* ICP::getAb: time print disabled
* ICP::getAb::bilinear: 2 calls joined
* refactored, extra functions removed
* optimized to use only 27 elems
* ICP::getAb: better optimized
* Points and Normals data type expanded to 4 channels
* ICP optimized (doesn't work)
* ICP::getAb is on intrinsics and it works
* NaN check is faster
* ICP::getAB: minors
* added non-SIMD code as fallback
* TSDF::fetchVoxel and interpolation: got rid of coord check
* TSDF::fetchVoxel: refactor
* TSDF::raycast: local copies of members
* TSDF::interpolate: refactored for simplier vectorization
* TSDF::getNormal: refactored for simplier vectorization
* minor
* include "intrin.hpp" moved to precomp.hpp
* TSDF::coords shifts moved to class body
* TSDF::getNormal vectorized
* TSDF::getNormal: little improvements
* TSDF::interpolate: little improvements
* TSDF::raycast vectorized
* more to precomp.hpp
* TSDF: minor optimizations
* TSDF::raycast cycles optimized
* TSDF::fetchPointsNormals instead of separate p and n
* TSDF::bilinearInterpolate: little speedup
* TSDF::interpolate: speed up
* TSDF::interpolate: more compact code
* TSDF::getNormal and raycast main cycle made faster
* ICP: few improvements
* Frame: a lot of parts parallelized
* TSDF::fetchPointsNormals minor improvements
* TSDF::integrate and bilinear vectorized
* TSDF::interpolate and getNormal: interpolation vectorized
* ICP: minor changes
* gradientDeltaFactor removed, coarseParams() added
* TSDF::raycast: fixed bug with tmin/tmax
* minors
* baseZ fixed
* ICP: interpolation fixed, non-parallelized code fixed
* TSDF::interpolate: bilinear fixed, less artifacts
* TSDF: minor refactoring
* TSDF: some members moved to parent class
* added tests for KinFu
* KinFu documented
* docs fixed
* warnings fixed
* license added, overrides added
* minors
* ScopeTime moved to separate file
* less memory allocations
* demo improved, java binding disabled
* viz module made optional
* fix to demo
* frameGenerator interface: got rid of refs to cv::Ptr
* demo made interactive
* trying to fix build
* trying to fix warnings
* warning fixed
* demo fixed
* raycast_step_factor tuned
* legal info added
* don't reset if ICP failed
* refactoring: KinFu::operator() => update()
* KinFu::KinFuParams => ::Params
* get/setParams
* fetch => get
* all src moved to cv::kinfu namespace
* struct Intr made internal
* kinfu_module merged into rgbd module
* License preambule updated
* minors
* frame.* renamed to kinfu_frame.*
* warnings fixed
* more warnings fixed
* RGBD normals: a fix against Inf/Nan values
* FastICP: fixed transformation direction
* RGBD Odometry tests: added epsilon for id transform; minors
* RGBD Odometry tests enabled
* modules list fixed
- made some of dependencies explicit
- removed dependencies to highgui and some other modules where possible
- modified some samples to build without modules
Akash Sharma
Ayush Garg
Rostislav Vasilikhin
Alexander Alekhin
Brian Wignall
Nikita Shulga
czgdp1807
Deni
Apoorv Goel
Pavel Rojtberg
Maksim Shabunin
berak
Tomoaki Teshima
soyer
Alexander Alekhin
Rostislav Vasilikhin
Hamdi Sahloul
Linus Ericsson
Gary Bradski
Maksim Shabunin
manuele