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[GSoC] Implementation of the Global Patch Collider and demo for PCAFlow (#752)

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* Minor fixes

* Start adding correspondence finding

* Added finding of correspondences using GPC

* New evaluation tool for GPC

* Changed default parameters

* Display ground truth in the evaluation tool

* Added training tool for MPI Sintel dataset

* Added the training tool for Middlebury dataset

* Added some OpenCL optimization

* Added explanatory notes

* Minor improvements: time measurements + little ocl optimization

* Added demos

* Fixed warnings

* Make parameter struct assignable

* Fix warning

* Proper command line argument usage

* Prettified training tool, added parameters

* Fixed VS warning

* Fixed VS warning

* Using of compressed forest.yml.gz files by default to save space

* Added OpenCL flag to the evaluation tool

* Updated documentation

* Major speed and memory improvements:
1) Added new (optional) type of patch descriptors which are much faster. Retraining with option --descriptor-type=1 is required.
2) Got rid of hash table for descriptors, less memory usage.

* Fixed various floating point errors related to precision.
SIMD for dot product, forest traversing is a little bit faster now.

* Tolerant floating point comparison

* Triplets

* Added comment

* Choosing negative sample among nearest neighbors

* Fix warning

* Usage of parallel_for_() in critical places. Performance improvments.

* Simulated annealing heuristic

* Moved OpenCL kernel to separate file

* Moved implementation to source file

* Added basic accuracy tests for GPC and PCAFlow

* Fixing warnings

* Test accuracy constraints were too strict

* Test accuracy constraints were too strict

* Make tests more lightweight
This commit is contained in:
Vladislav Samsonov
2016-10-17 18:15:22 +03:00
committed by Maksim Shabunin
parent 25575af653
commit ac62d70f97
12 changed files with 1483 additions and 162 deletions
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6
modules/optflow/include/opencv2/optflow.hpp
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@@ -43,9 +43,6 @@ the use of this software, even if advised of the possibility of such damage.
#include "opencv2/core.hpp"
#include "opencv2/video.hpp"
#include "opencv2/optflow/pcaflow.hpp"
#include "opencv2/optflow/sparse_matching_gpc.hpp"
/**
@defgroup optflow Optical Flow Algorithms
@@ -69,6 +66,9 @@ Functions reading and writing .flo files in "Middlebury" format, see: <http://vi
*/
#include "opencv2/optflow/pcaflow.hpp"
#include "opencv2/optflow/sparse_matching_gpc.hpp"
namespace cv
{
namespace optflow