Merge pull request #1871 from alalek:move_videostab_contrib

modules/videostab/CMakeLists.txt

+set(the_description "Video stabilization")
+
+if(HAVE_CUDA)
+  ocv_warnings_disable(CMAKE_CXX_FLAGS -Wundef -Wmissing-declarations -Wshadow -Wunused-parameter)
+endif()
+
+if(DEFINED WINRT AND NOT DEFINED ENABLE_WINRT_MODE_NATIVE)
+  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /ZW")
+endif()
+
+ocv_define_module(videostab opencv_imgproc opencv_features2d opencv_video opencv_photo opencv_calib3d
+OPTIONAL opencv_cudawarping opencv_cudaoptflow opencv_videoio WRAP python)

modules/videostab/include/opencv2/videostab.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_HPP
+#define OPENCV_VIDEOSTAB_HPP
+
+/**
+  @defgroup videostab Video Stabilization
+
+The video stabilization module contains a set of functions and classes that can be used to solve the
+problem of video stabilization. There are a few methods implemented, most of them are described in
+the papers @cite OF06 and @cite G11 . However, there are some extensions and deviations from the original
+paper methods.
+
+### References
+
+ 1. "Full-Frame Video Stabilization with Motion Inpainting"
+     Yasuyuki Matsushita, Eyal Ofek, Weina Ge, Xiaoou Tang, Senior Member, and Heung-Yeung Shum
+ 2. "Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths"
+     Matthias Grundmann, Vivek Kwatra, Irfan Essa
+
+     @{
+         @defgroup videostab_motion Global Motion Estimation
+
+The video stabilization module contains a set of functions and classes for global motion estimation
+between point clouds or between images. In the last case features are extracted and matched
+internally. For the sake of convenience the motion estimation functions are wrapped into classes.
+Both the functions and the classes are available.
+
+         @defgroup videostab_marching Fast Marching Method
+
+The Fast Marching Method @cite Telea04 is used in of the video stabilization routines to do motion and
+color inpainting. The method is implemented is a flexible way and it's made public for other users.
+
+     @}
+
+*/
+
+#include "opencv2/videostab/stabilizer.hpp"
+#include "opencv2/videostab/ring_buffer.hpp"
+
+#endif

modules/videostab/include/opencv2/videostab/deblurring.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_DEBLURRING_HPP
+#define OPENCV_VIDEOSTAB_DEBLURRING_HPP
+
+#include <vector>
+#include "opencv2/core.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab
+//! @{
+
+CV_EXPORTS float calcBlurriness(const Mat &frame);
+
+class CV_EXPORTS DeblurerBase
+{
+public:
+    DeblurerBase() : radius_(0), frames_(0), motions_(0), blurrinessRates_(0) {}
+
+    virtual ~DeblurerBase() {}
+
+    virtual void setRadius(int val) { radius_ = val; }
+    virtual int radius() const { return radius_; }
+
+    virtual void deblur(int idx, Mat &frame) = 0;
+
+
+    // data from stabilizer
+
+    virtual void setFrames(const std::vector<Mat> &val) { frames_ = &val; }
+    virtual const std::vector<Mat>& frames() const { return *frames_; }
+
+    virtual void setMotions(const std::vector<Mat> &val) { motions_ = &val; }
+    virtual const std::vector<Mat>& motions() const { return *motions_; }
+
+    virtual void setBlurrinessRates(const std::vector<float> &val) { blurrinessRates_ = &val; }
+    virtual const std::vector<float>& blurrinessRates() const { return *blurrinessRates_; }
+
+protected:
+    int radius_;
+    const std::vector<Mat> *frames_;
+    const std::vector<Mat> *motions_;
+    const std::vector<float> *blurrinessRates_;
+};
+
+class CV_EXPORTS NullDeblurer : public DeblurerBase
+{
+public:
+    virtual void deblur(int /*idx*/, Mat &/*frame*/) CV_OVERRIDE {}
+};
+
+class CV_EXPORTS WeightingDeblurer : public DeblurerBase
+{
+public:
+    WeightingDeblurer();
+
+    void setSensitivity(float val) { sensitivity_ = val; }
+    float sensitivity() const { return sensitivity_; }
+
+    virtual void deblur(int idx, Mat &frame) CV_OVERRIDE;
+
+private:
+    float sensitivity_;
+    Mat_<float> bSum_, gSum_, rSum_, wSum_;
+};
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/fast_marching.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_FAST_MARCHING_HPP
+#define OPENCV_VIDEOSTAB_FAST_MARCHING_HPP
+
+#include <cmath>
+#include <queue>
+#include <algorithm>
+#include "opencv2/core.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab_marching
+//! @{
+
+/** @brief Describes the Fast Marching Method implementation.
+
+  See http://iwi.eldoc.ub.rug.nl/FILES/root/2004/JGraphToolsTelea/2004JGraphToolsTelea.pdf
+ */
+class CV_EXPORTS FastMarchingMethod
+{
+public:
+    FastMarchingMethod() : inf_(1e6f), size_(0) {}
+
+    /** @brief Template method that runs the Fast Marching Method.
+
+    @param mask Image mask. 0 value indicates that the pixel value must be inpainted, 255 indicates
+    that the pixel value is known, other values aren't acceptable.
+    @param inpaint Inpainting functor that overloads void operator ()(int x, int y).
+    @return Inpainting functor.
+     */
+    template <typename Inpaint>
+    Inpaint run(const Mat &mask, Inpaint inpaint);
+
+    /**
+    @return Distance map that's created during working of the method.
+    */
+    Mat distanceMap() const { return dist_; }
+
+private:
+    enum { INSIDE = 0, BAND = 1, KNOWN = 255 };
+
+    struct DXY
+    {
+        float dist;
+        int x, y;
+
+        DXY() : dist(0), x(0), y(0) {}
+        DXY(float _dist, int _x, int _y) : dist(_dist), x(_x), y(_y) {}
+        bool operator <(const DXY &dxy) const { return dist < dxy.dist; }
+    };
+
+    float solve(int x1, int y1, int x2, int y2) const;
+    int& indexOf(const DXY &dxy) { return index_(dxy.y, dxy.x); }
+
+    void heapUp(int idx);
+    void heapDown(int idx);
+    void heapAdd(const DXY &dxy);
+    void heapRemoveMin();
+
+    float inf_;
+
+    cv::Mat_<uchar> flag_; // flag map
+    cv::Mat_<float> dist_; // distance map
+
+    cv::Mat_<int> index_; // index of point in the narrow band
+    std::vector<DXY> narrowBand_; // narrow band heap
+    int size_; // narrow band size
+};
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#include "fast_marching_inl.hpp"
+
+#endif

modules/videostab/include/opencv2/videostab/fast_marching_inl.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_FAST_MARCHING_INL_HPP
+#define OPENCV_VIDEOSTAB_FAST_MARCHING_INL_HPP
+
+#include "opencv2/videostab/fast_marching.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+template <typename Inpaint>
+Inpaint FastMarchingMethod::run(const cv::Mat &mask, Inpaint inpaint)
+{
+    using namespace cv;
+
+    CV_Assert(mask.type() == CV_8U);
+
+    static const int lut[4][2] = {{-1,0}, {0,-1}, {1,0}, {0,1}};
+
+    mask.copyTo(flag_);
+    flag_.create(mask.size());
+    dist_.create(mask.size());
+    index_.create(mask.size());
+    narrowBand_.clear();
+    size_ = 0;
+
+    // init
+    for (int y = 0; y < flag_.rows; ++y)
+    {
+        for (int x = 0; x < flag_.cols; ++x)
+        {
+            if (flag_(y,x) == KNOWN)
+                dist_(y,x) = 0.f;
+            else
+            {
+                int n = 0;
+                int nunknown = 0;
+
+                for (int i = 0; i < 4; ++i)
+                {
+                    int xn = x + lut[i][0];
+                    int yn = y + lut[i][1];
+
+                    if (xn >= 0 && xn < flag_.cols && yn >= 0 && yn < flag_.rows)
+                    {
+                        n++;
+                        if (flag_(yn,xn) != KNOWN)
+                            nunknown++;
+                    }
+                }
+
+                if (n>0 && nunknown == n)
+                {
+                    dist_(y,x) = inf_;
+                    flag_(y,x) = INSIDE;
+                }
+                else
+                {
+                    dist_(y,x) = 0.f;
+                    flag_(y,x) = BAND;
+                    inpaint(x, y);
+
+                    narrowBand_.push_back(DXY(0.f,x,y));
+                    index_(y,x) = size_++;
+                }
+            }
+        }
+    }
+
+    // make heap
+    for (int i = size_/2-1; i >= 0; --i)
+        heapDown(i);
+
+    // main cycle
+    while (size_ > 0)
+    {
+        int x = narrowBand_[0].x;
+        int y = narrowBand_[0].y;
+        heapRemoveMin();
+
+        flag_(y,x) = KNOWN;
+        for (int n = 0; n < 4; ++n)
+        {
+            int xn = x + lut[n][0];
+            int yn = y + lut[n][1];
+
+            if (xn >= 0 && xn < flag_.cols && yn >= 0 && yn < flag_.rows && flag_(yn,xn) != KNOWN)
+            {
+                dist_(yn,xn) = std::min(std::min(solve(xn-1, yn, xn, yn-1), solve(xn+1, yn, xn, yn-1)),
+                                        std::min(solve(xn-1, yn, xn, yn+1), solve(xn+1, yn, xn, yn+1)));
+
+                if (flag_(yn,xn) == INSIDE)
+                {
+                    flag_(yn,xn) = BAND;
+                    inpaint(xn, yn);
+                    heapAdd(DXY(dist_(yn,xn),xn,yn));
+                }
+                else
+                {
+                    int i = index_(yn,xn);
+                    if (dist_(yn,xn) < narrowBand_[i].dist)
+                    {
+                        narrowBand_[i].dist = dist_(yn,xn);
+                        heapUp(i);
+                    }
+                    // works better if it's commented out
+                    /*else if (dist(yn,xn) > narrowBand[i].dist)
+                    {
+                        narrowBand[i].dist = dist(yn,xn);
+                        heapDown(i);
+                    }*/
+                }
+            }
+        }
+    }
+
+    return inpaint;
+}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/frame_source.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_FRAME_SOURCE_HPP
+#define OPENCV_VIDEOSTAB_FRAME_SOURCE_HPP
+
+#include <vector>
+#include "opencv2/core.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab
+//! @{
+
+class CV_EXPORTS IFrameSource
+{
+public:
+    virtual ~IFrameSource() {}
+    virtual void reset() = 0;
+    virtual Mat nextFrame() = 0;
+};
+
+class CV_EXPORTS NullFrameSource : public IFrameSource
+{
+public:
+    virtual void reset() CV_OVERRIDE {}
+    virtual Mat nextFrame() CV_OVERRIDE { return Mat(); }
+};
+
+class CV_EXPORTS VideoFileSource : public IFrameSource
+{
+public:
+    VideoFileSource(const String &path, bool volatileFrame = false);
+
+    virtual void reset() CV_OVERRIDE;
+    virtual Mat nextFrame() CV_OVERRIDE;
+
+    int width();
+    int height();
+    int count();
+    double fps();
+
+private:
+    Ptr<IFrameSource> impl;
+};
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/inpainting.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_INPAINTINT_HPP
+#define OPENCV_VIDEOSTAB_INPAINTINT_HPP
+
+#include <vector>
+#include "opencv2/core.hpp"
+#include "opencv2/videostab/optical_flow.hpp"
+#include "opencv2/videostab/fast_marching.hpp"
+#include "opencv2/videostab/global_motion.hpp"
+#include "opencv2/photo.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab
+//! @{
+
+class CV_EXPORTS InpainterBase
+{
+public:
+    InpainterBase()
+        : radius_(0), motionModel_(MM_UNKNOWN), frames_(0), motions_(0),
+          stabilizedFrames_(0), stabilizationMotions_(0) {}
+
+    virtual ~InpainterBase() {}
+
+    virtual void setRadius(int val) { radius_ = val; }
+    virtual int radius() const { return radius_; }
+
+    virtual void setMotionModel(MotionModel val) { motionModel_ = val; }
+    virtual MotionModel motionModel() const { return motionModel_; }
+
+    virtual void inpaint(int idx, Mat &frame, Mat &mask) = 0;
+
+
+    // data from stabilizer
+
+    virtual void setFrames(const std::vector<Mat> &val) { frames_ = &val; }
+    virtual const std::vector<Mat>& frames() const { return *frames_; }
+
+    virtual void setMotions(const std::vector<Mat> &val) { motions_ = &val; }
+    virtual const std::vector<Mat>& motions() const { return *motions_; }
+
+    virtual void setStabilizedFrames(const std::vector<Mat> &val) { stabilizedFrames_ = &val; }
+    virtual const std::vector<Mat>& stabilizedFrames() const { return *stabilizedFrames_; }
+
+    virtual void setStabilizationMotions(const std::vector<Mat> &val) { stabilizationMotions_ = &val; }
+    virtual const std::vector<Mat>& stabilizationMotions() const { return *stabilizationMotions_; }
+
+protected:
+    int radius_;
+    MotionModel motionModel_;
+    const std::vector<Mat> *frames_;
+    const std::vector<Mat> *motions_;
+    const std::vector<Mat> *stabilizedFrames_;
+    const std::vector<Mat> *stabilizationMotions_;
+};
+
+class CV_EXPORTS NullInpainter : public InpainterBase
+{
+public:
+    virtual void inpaint(int /*idx*/, Mat &/*frame*/, Mat &/*mask*/) CV_OVERRIDE {}
+};
+
+class CV_EXPORTS InpaintingPipeline : public InpainterBase
+{
+public:
+    void pushBack(Ptr<InpainterBase> inpainter) { inpainters_.push_back(inpainter); }
+    bool empty() const { return inpainters_.empty(); }
+
+    virtual void setRadius(int val) CV_OVERRIDE;
+    virtual void setMotionModel(MotionModel val) CV_OVERRIDE;
+    virtual void setFrames(const std::vector<Mat> &val) CV_OVERRIDE;
+    virtual void setMotions(const std::vector<Mat> &val) CV_OVERRIDE;
+    virtual void setStabilizedFrames(const std::vector<Mat> &val) CV_OVERRIDE;
+    virtual void setStabilizationMotions(const std::vector<Mat> &val) CV_OVERRIDE;
+
+    virtual void inpaint(int idx, Mat &frame, Mat &mask) CV_OVERRIDE;
+
+private:
+    std::vector<Ptr<InpainterBase> > inpainters_;
+};
+
+class CV_EXPORTS ConsistentMosaicInpainter : public InpainterBase
+{
+public:
+    ConsistentMosaicInpainter();
+
+    void setStdevThresh(float val) { stdevThresh_ = val; }
+    float stdevThresh() const { return stdevThresh_; }
+
+    virtual void inpaint(int idx, Mat &frame, Mat &mask) CV_OVERRIDE;
+
+private:
+    float stdevThresh_;
+};
+
+class CV_EXPORTS MotionInpainter : public InpainterBase
+{
+public:
+    MotionInpainter();
+
+    void setOptFlowEstimator(Ptr<IDenseOptFlowEstimator> val) { optFlowEstimator_ = val; }
+    Ptr<IDenseOptFlowEstimator> optFlowEstimator() const { return optFlowEstimator_; }
+
+    void setFlowErrorThreshold(float val) { flowErrorThreshold_ = val; }
+    float flowErrorThreshold() const { return flowErrorThreshold_; }
+
+    void setDistThreshold(float val) { distThresh_ = val; }
+    float distThresh() const { return distThresh_; }
+
+    void setBorderMode(int val) { borderMode_ = val; }
+    int borderMode() const { return borderMode_; }
+
+    virtual void inpaint(int idx, Mat &frame, Mat &mask) CV_OVERRIDE;
+
+private:
+    FastMarchingMethod fmm_;
+    Ptr<IDenseOptFlowEstimator> optFlowEstimator_;
+    float flowErrorThreshold_;
+    float distThresh_;
+    int borderMode_;
+
+    Mat frame1_, transformedFrame1_;
+    Mat_<uchar> grayFrame_, transformedGrayFrame1_;
+    Mat_<uchar> mask1_, transformedMask1_;
+    Mat_<float> flowX_, flowY_, flowErrors_;
+    Mat_<uchar> flowMask_;
+};
+
+class CV_EXPORTS ColorAverageInpainter : public InpainterBase
+{
+public:
+    virtual void inpaint(int idx, Mat &frame, Mat &mask) CV_OVERRIDE;
+
+private:
+    FastMarchingMethod fmm_;
+};
+
+class CV_EXPORTS ColorInpainter : public InpainterBase
+{
+public:
+    ColorInpainter(int method = INPAINT_TELEA, double radius = 2.);
+
+    virtual void inpaint(int idx, Mat &frame, Mat &mask) CV_OVERRIDE;
+
+private:
+    int method_;
+    double radius_;
+    Mat invMask_;
+};
+
+inline ColorInpainter::ColorInpainter(int _method, double _radius)
+        : method_(_method), radius_(_radius) {}
+
+CV_EXPORTS void calcFlowMask(
+        const Mat &flowX, const Mat &flowY, const Mat &errors, float maxError,
+        const Mat &mask0, const Mat &mask1, Mat &flowMask);
+
+CV_EXPORTS void completeFrameAccordingToFlow(
+        const Mat &flowMask, const Mat &flowX, const Mat &flowY, const Mat &frame1, const Mat &mask1,
+        float distThresh, Mat& frame0, Mat &mask0);
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/log.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_LOG_HPP
+#define OPENCV_VIDEOSTAB_LOG_HPP
+
+#include "opencv2/core.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab
+//! @{
+
+class CV_EXPORTS ILog
+{
+public:
+    virtual ~ILog() {}
+    virtual void print(const char *format, ...) = 0;
+};
+
+class CV_EXPORTS NullLog : public ILog
+{
+public:
+    virtual void print(const char * /*format*/, ...) CV_OVERRIDE {}
+};
+
+class CV_EXPORTS LogToStdout : public ILog
+{
+public:
+    virtual void print(const char *format, ...) CV_OVERRIDE;
+};
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/motion_core.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_MOTION_CORE_HPP
+#define OPENCV_VIDEOSTAB_MOTION_CORE_HPP
+
+#include <cmath>
+#include "opencv2/core.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab_motion
+//! @{
+
+/** @brief Describes motion model between two point clouds.
+ */
+enum MotionModel
+{
+    MM_TRANSLATION = 0,
+    MM_TRANSLATION_AND_SCALE = 1,
+    MM_ROTATION = 2,
+    MM_RIGID = 3,
+    MM_SIMILARITY = 4,
+    MM_AFFINE = 5,
+    MM_HOMOGRAPHY = 6,
+    MM_UNKNOWN = 7
+};
+
+/** @brief Describes RANSAC method parameters.
+ */
+struct CV_EXPORTS RansacParams
+{
+    int size; //!< subset size
+    float thresh; //!< max error to classify as inlier
+    float eps; //!< max outliers ratio
+    float prob; //!< probability of success
+
+    RansacParams() : size(0), thresh(0), eps(0), prob(0) {}
+    /** @brief Constructor
+    @param size Subset size.
+    @param thresh Maximum re-projection error value to classify as inlier.
+    @param eps Maximum ratio of incorrect correspondences.
+    @param prob Required success probability.
+     */
+    RansacParams(int size, float thresh, float eps, float prob);
+
+    /**
+    @return Number of iterations that'll be performed by RANSAC method.
+    */
+    int niters() const
+    {
+        return static_cast<int>(
+                std::ceil(std::log(1 - prob) / std::log(1 - std::pow(1 - eps, size))));
+    }
+
+    /**
+    @param model Motion model. See cv::videostab::MotionModel.
+    @return Default RANSAC method parameters for the given motion model.
+    */
+    static RansacParams default2dMotion(MotionModel model)
+    {
+        CV_Assert(model < MM_UNKNOWN);
+        if (model == MM_TRANSLATION)
+            return RansacParams(1, 0.5f, 0.5f, 0.99f);
+        if (model == MM_TRANSLATION_AND_SCALE)
+            return RansacParams(2, 0.5f, 0.5f, 0.99f);
+        if (model == MM_ROTATION)
+            return RansacParams(1, 0.5f, 0.5f, 0.99f);
+        if (model == MM_RIGID)
+            return RansacParams(2, 0.5f, 0.5f, 0.99f);
+        if (model == MM_SIMILARITY)
+            return RansacParams(2, 0.5f, 0.5f, 0.99f);
+        if (model == MM_AFFINE)
+            return RansacParams(3, 0.5f, 0.5f, 0.99f);
+        return RansacParams(4, 0.5f, 0.5f, 0.99f);
+    }
+};
+
+inline RansacParams::RansacParams(int _size, float _thresh, float _eps, float _prob)
+    : size(_size), thresh(_thresh), eps(_eps), prob(_prob) {}
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/motion_stabilizing.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_MOTION_STABILIZING_HPP
+#define OPENCV_VIDEOSTAB_MOTION_STABILIZING_HPP
+
+#include <vector>
+#include <utility>
+#include "opencv2/core.hpp"
+#include "opencv2/videostab/global_motion.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab_motion
+//! @{
+
+class CV_EXPORTS IMotionStabilizer
+{
+public:
+    virtual ~IMotionStabilizer() {}
+
+    //! assumes that [0, size-1) is in or equals to [range.first, range.second)
+    virtual void stabilize(
+            int size, const std::vector<Mat> &motions, std::pair<int,int> range,
+            Mat *stabilizationMotions) = 0;
+};
+
+class CV_EXPORTS MotionStabilizationPipeline : public IMotionStabilizer
+{
+public:
+    void pushBack(Ptr<IMotionStabilizer> stabilizer) { stabilizers_.push_back(stabilizer); }
+    bool empty() const { return stabilizers_.empty(); }
+
+    virtual void stabilize(
+            int size, const std::vector<Mat> &motions, std::pair<int,int> range,
+            Mat *stabilizationMotions) CV_OVERRIDE;
+
+private:
+    std::vector<Ptr<IMotionStabilizer> > stabilizers_;
+};
+
+class CV_EXPORTS MotionFilterBase : public IMotionStabilizer
+{
+public:
+    virtual ~MotionFilterBase() {}
+
+    virtual Mat stabilize(
+            int idx, const std::vector<Mat> &motions, std::pair<int,int> range) = 0;
+
+    virtual void stabilize(
+            int size, const std::vector<Mat> &motions, std::pair<int,int> range,
+            Mat *stabilizationMotions) CV_OVERRIDE;
+};
+
+class CV_EXPORTS GaussianMotionFilter : public MotionFilterBase
+{
+public:
+    GaussianMotionFilter(int radius = 15, float stdev = -1.f);
+
+    void setParams(int radius, float stdev = -1.f);
+    int radius() const { return radius_; }
+    float stdev() const { return stdev_; }
+
+    virtual Mat stabilize(
+            int idx, const std::vector<Mat> &motions, std::pair<int,int> range) CV_OVERRIDE;
+
+private:
+    int radius_;
+    float stdev_;
+    std::vector<float> weight_;
+};
+
+inline GaussianMotionFilter::GaussianMotionFilter(int _radius, float _stdev) { setParams(_radius, _stdev); }
+
+class CV_EXPORTS LpMotionStabilizer : public IMotionStabilizer
+{
+public:
+    LpMotionStabilizer(MotionModel model = MM_SIMILARITY);
+
+    void setMotionModel(MotionModel val) { model_ = val; }
+    MotionModel motionModel() const { return model_; }
+
+    void setFrameSize(Size val) { frameSize_ = val; }
+    Size frameSize() const { return frameSize_; }
+
+    void setTrimRatio(float val) { trimRatio_ = val; }
+    float trimRatio() const { return trimRatio_; }
+
+    void setWeight1(float val) { w1_ = val; }
+    float weight1() const { return w1_; }
+
+    void setWeight2(float val) { w2_ = val; }
+    float weight2() const { return w2_; }
+
+    void setWeight3(float val) { w3_ = val; }
+    float weight3() const { return w3_; }
+
+    void setWeight4(float val) { w4_ = val; }
+    float weight4() const { return w4_; }
+
+    virtual void stabilize(
+            int size, const std::vector<Mat> &motions, std::pair<int,int> range,
+            Mat *stabilizationMotions) CV_OVERRIDE;
+
+private:
+    MotionModel model_;
+    Size frameSize_;
+    float trimRatio_;
+    float w1_, w2_, w3_, w4_;
+
+    std::vector<double> obj_, collb_, colub_;
+    std::vector<int> rows_, cols_;
+    std::vector<double> elems_, rowlb_, rowub_;
+
+    void set(int row, int col, double coef)
+    {
+        rows_.push_back(row);
+        cols_.push_back(col);
+        elems_.push_back(coef);
+    }
+};
+
+CV_EXPORTS Mat ensureInclusionConstraint(const Mat &M, Size size, float trimRatio);
+
+CV_EXPORTS float estimateOptimalTrimRatio(const Mat &M, Size size);
+
+//! @}
+
+} // namespace videostab
+} // namespace
+
+#endif

modules/videostab/include/opencv2/videostab/optical_flow.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_OPTICAL_FLOW_HPP
+#define OPENCV_VIDEOSTAB_OPTICAL_FLOW_HPP
+
+#include "opencv2/core.hpp"
+#include "opencv2/opencv_modules.hpp"
+
+#ifdef HAVE_OPENCV_CUDAOPTFLOW
+  #include "opencv2/cudaoptflow.hpp"
+#endif
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab
+//! @{
+
+class CV_EXPORTS ISparseOptFlowEstimator
+{
+public:
+    virtual ~ISparseOptFlowEstimator() {}
+    virtual void run(
+            InputArray frame0, InputArray frame1, InputArray points0, InputOutputArray points1,
+            OutputArray status, OutputArray errors) = 0;
+};
+
+class CV_EXPORTS IDenseOptFlowEstimator
+{
+public:
+    virtual ~IDenseOptFlowEstimator() {}
+    virtual void run(
+            InputArray frame0, InputArray frame1, InputOutputArray flowX, InputOutputArray flowY,
+            OutputArray errors) = 0;
+};
+
+class CV_EXPORTS PyrLkOptFlowEstimatorBase
+{
+public:
+    PyrLkOptFlowEstimatorBase() { setWinSize(Size(21, 21)); setMaxLevel(3); }
+
+    virtual void setWinSize(Size val) { winSize_ = val; }
+    virtual Size winSize() const { return winSize_; }
+
+    virtual void setMaxLevel(int val) { maxLevel_ = val; }
+    virtual int maxLevel() const { return maxLevel_; }
+    virtual ~PyrLkOptFlowEstimatorBase() {}
+
+protected:
+    Size winSize_;
+    int maxLevel_;
+};
+
+class CV_EXPORTS SparsePyrLkOptFlowEstimator
+        : public PyrLkOptFlowEstimatorBase, public ISparseOptFlowEstimator
+{
+public:
+    virtual void run(
+            InputArray frame0, InputArray frame1, InputArray points0, InputOutputArray points1,
+            OutputArray status, OutputArray errors) CV_OVERRIDE;
+};
+
+#ifdef HAVE_OPENCV_CUDAOPTFLOW
+
+class CV_EXPORTS SparsePyrLkOptFlowEstimatorGpu
+        : public PyrLkOptFlowEstimatorBase, public ISparseOptFlowEstimator
+{
+public:
+    SparsePyrLkOptFlowEstimatorGpu();
+
+    virtual void run(
+            InputArray frame0, InputArray frame1, InputArray points0, InputOutputArray points1,
+            OutputArray status, OutputArray errors) CV_OVERRIDE;
+
+    void run(const cuda::GpuMat &frame0, const cuda::GpuMat &frame1, const cuda::GpuMat &points0, cuda::GpuMat &points1,
+             cuda::GpuMat &status, cuda::GpuMat &errors);
+
+    void run(const cuda::GpuMat &frame0, const cuda::GpuMat &frame1, const cuda::GpuMat &points0, cuda::GpuMat &points1,
+             cuda::GpuMat &status);
+
+private:
+    Ptr<cuda::SparsePyrLKOpticalFlow> optFlowEstimator_;
+    cuda::GpuMat frame0_, frame1_, points0_, points1_, status_, errors_;
+};
+
+class CV_EXPORTS DensePyrLkOptFlowEstimatorGpu
+        : public PyrLkOptFlowEstimatorBase, public IDenseOptFlowEstimator
+{
+public:
+    DensePyrLkOptFlowEstimatorGpu();
+
+    virtual void run(
+            InputArray frame0, InputArray frame1, InputOutputArray flowX, InputOutputArray flowY,
+            OutputArray errors) CV_OVERRIDE;
+
+private:
+    Ptr<cuda::DensePyrLKOpticalFlow> optFlowEstimator_;
+    cuda::GpuMat frame0_, frame1_, flowX_, flowY_, errors_;
+};
+
+#endif
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/outlier_rejection.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_OUTLIER_REJECTION_HPP
+#define OPENCV_VIDEOSTAB_OUTLIER_REJECTION_HPP
+
+#include <vector>
+#include "opencv2/core.hpp"
+#include "opencv2/videostab/motion_core.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab
+//! @{
+
+class CV_EXPORTS IOutlierRejector
+{
+public:
+    virtual ~IOutlierRejector() {}
+
+    virtual void process(
+            Size frameSize, InputArray points0, InputArray points1, OutputArray mask) = 0;
+};
+
+class CV_EXPORTS NullOutlierRejector : public IOutlierRejector
+{
+public:
+    virtual void process(
+            Size frameSize, InputArray points0, InputArray points1, OutputArray mask) CV_OVERRIDE;
+};
+
+class CV_EXPORTS TranslationBasedLocalOutlierRejector : public IOutlierRejector
+{
+public:
+    TranslationBasedLocalOutlierRejector();
+
+    void setCellSize(Size val) { cellSize_ = val; }
+    Size cellSize() const { return cellSize_; }
+
+    void setRansacParams(RansacParams val) { ransacParams_ = val; }
+    RansacParams ransacParams() const { return ransacParams_; }
+
+    virtual void process(
+            Size frameSize, InputArray points0, InputArray points1, OutputArray mask) CV_OVERRIDE;
+
+private:
+    Size cellSize_;
+    RansacParams ransacParams_;
+
+    typedef std::vector<int> Cell;
+    std::vector<Cell> grid_;
+};
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/ring_buffer.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_RING_BUFFER_HPP
+#define OPENCV_VIDEOSTAB_RING_BUFFER_HPP
+
+#include <vector>
+#include "opencv2/imgproc.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab
+//! @{
+
+template <typename T> inline T& at(int idx, std::vector<T> &items)
+{
+    return items[cv::borderInterpolate(idx, static_cast<int>(items.size()), cv::BORDER_WRAP)];
+}
+
+template <typename T> inline const T& at(int idx, const std::vector<T> &items)
+{
+    return items[cv::borderInterpolate(idx, static_cast<int>(items.size()), cv::BORDER_WRAP)];
+}
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/stabilizer.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_STABILIZER_HPP
+#define OPENCV_VIDEOSTAB_STABILIZER_HPP
+
+#include <vector>
+#include <ctime>
+#include "opencv2/core.hpp"
+#include "opencv2/imgproc.hpp"
+#include "opencv2/videostab/global_motion.hpp"
+#include "opencv2/videostab/motion_stabilizing.hpp"
+#include "opencv2/videostab/frame_source.hpp"
+#include "opencv2/videostab/log.hpp"
+#include "opencv2/videostab/inpainting.hpp"
+#include "opencv2/videostab/deblurring.hpp"
+#include "opencv2/videostab/wobble_suppression.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab
+//! @{
+
+class CV_EXPORTS StabilizerBase
+{
+public:
+    virtual ~StabilizerBase() {}
+
+    void setLog(Ptr<ILog> ilog) { log_ = ilog; }
+    Ptr<ILog> log() const { return log_; }
+
+    void setRadius(int val) { radius_ = val; }
+    int radius() const { return radius_; }
+
+    void setFrameSource(Ptr<IFrameSource> val) { frameSource_ = val; }
+    Ptr<IFrameSource> frameSource() const { return frameSource_; }
+
+    void setMotionEstimator(Ptr<ImageMotionEstimatorBase> val) { motionEstimator_ = val; }
+    Ptr<ImageMotionEstimatorBase> motionEstimator() const { return motionEstimator_; }
+
+    void setDeblurer(Ptr<DeblurerBase> val) { deblurer_ = val; }
+    Ptr<DeblurerBase> deblurrer() const { return deblurer_; }
+
+    void setTrimRatio(float val) { trimRatio_ = val; }
+    float trimRatio() const { return trimRatio_; }
+
+    void setCorrectionForInclusion(bool val) { doCorrectionForInclusion_ = val; }
+    bool doCorrectionForInclusion() const { return doCorrectionForInclusion_; }
+
+    void setBorderMode(int val) { borderMode_ = val; }
+    int borderMode() const { return borderMode_; }
+
+    void setInpainter(Ptr<InpainterBase> val) { inpainter_ = val; }
+    Ptr<InpainterBase> inpainter() const { return inpainter_; }
+
+protected:
+    StabilizerBase();
+
+    void reset();
+    Mat nextStabilizedFrame();
+    bool doOneIteration();
+    virtual void setUp(const Mat &firstFrame);
+    virtual Mat estimateMotion() = 0;
+    virtual Mat estimateStabilizationMotion() = 0;
+    void stabilizeFrame();
+    virtual Mat postProcessFrame(const Mat &frame);
+    void logProcessingTime();
+
+    Ptr<ILog> log_;
+    Ptr<IFrameSource> frameSource_;
+    Ptr<ImageMotionEstimatorBase> motionEstimator_;
+    Ptr<DeblurerBase> deblurer_;
+    Ptr<InpainterBase> inpainter_;
+    int radius_;
+    float trimRatio_;
+    bool doCorrectionForInclusion_;
+    int borderMode_;
+
+    Size frameSize_;
+    Mat frameMask_;
+    int curPos_;
+    int curStabilizedPos_;
+    bool doDeblurring_;
+    Mat preProcessedFrame_;
+    bool doInpainting_;
+    Mat inpaintingMask_;
+    Mat finalFrame_;
+    std::vector<Mat> frames_;
+    std::vector<Mat> motions_; // motions_[i] is the motion from i-th to i+1-th frame
+    std::vector<float> blurrinessRates_;
+    std::vector<Mat> stabilizedFrames_;
+    std::vector<Mat> stabilizedMasks_;
+    std::vector<Mat> stabilizationMotions_;
+    clock_t processingStartTime_;
+};
+
+class CV_EXPORTS OnePassStabilizer : public StabilizerBase, public IFrameSource
+{
+public:
+    OnePassStabilizer();
+
+    void setMotionFilter(Ptr<MotionFilterBase> val) { motionFilter_ = val; }
+    Ptr<MotionFilterBase> motionFilter() const { return motionFilter_; }
+
+    virtual void reset() CV_OVERRIDE;
+    virtual Mat nextFrame() CV_OVERRIDE { return nextStabilizedFrame(); }
+
+protected:
+    virtual void setUp(const Mat &firstFrame) CV_OVERRIDE;
+    virtual Mat estimateMotion() CV_OVERRIDE;
+    virtual Mat estimateStabilizationMotion() CV_OVERRIDE;
+    virtual Mat postProcessFrame(const Mat &frame) CV_OVERRIDE;
+
+    Ptr<MotionFilterBase> motionFilter_;
+};
+
+class CV_EXPORTS TwoPassStabilizer : public StabilizerBase, public IFrameSource
+{
+public:
+    TwoPassStabilizer();
+
+    void setMotionStabilizer(Ptr<IMotionStabilizer> val) { motionStabilizer_ = val; }
+    Ptr<IMotionStabilizer> motionStabilizer() const { return motionStabilizer_; }
+
+    void setWobbleSuppressor(Ptr<WobbleSuppressorBase> val) { wobbleSuppressor_ = val; }
+    Ptr<WobbleSuppressorBase> wobbleSuppressor() const { return wobbleSuppressor_; }
+
+    void setEstimateTrimRatio(bool val) { mustEstTrimRatio_ = val; }
+    bool mustEstimateTrimaRatio() const { return mustEstTrimRatio_; }
+
+    virtual void reset() CV_OVERRIDE;
+    virtual Mat nextFrame() CV_OVERRIDE;
+
+protected:
+    void runPrePassIfNecessary();
+
+    virtual void setUp(const Mat &firstFrame) CV_OVERRIDE;
+    virtual Mat estimateMotion() CV_OVERRIDE;
+    virtual Mat estimateStabilizationMotion() CV_OVERRIDE;
+    virtual Mat postProcessFrame(const Mat &frame) CV_OVERRIDE;
+
+    Ptr<IMotionStabilizer> motionStabilizer_;
+    Ptr<WobbleSuppressorBase> wobbleSuppressor_;
+    bool mustEstTrimRatio_;
+
+    int frameCount_;
+    bool isPrePassDone_;
+    bool doWobbleSuppression_;
+    std::vector<Mat> motions2_;
+    Mat suppressedFrame_;
+};
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/include/opencv2/videostab/wobble_suppression.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef OPENCV_VIDEOSTAB_WOBBLE_SUPPRESSION_HPP
+#define OPENCV_VIDEOSTAB_WOBBLE_SUPPRESSION_HPP
+
+#include <vector>
+#include "opencv2/core.hpp"
+#include "opencv2/core/cuda.hpp"
+#include "opencv2/videostab/global_motion.hpp"
+#include "opencv2/videostab/log.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+//! @addtogroup videostab
+//! @{
+
+class CV_EXPORTS WobbleSuppressorBase
+{
+public:
+    WobbleSuppressorBase();
+
+    virtual ~WobbleSuppressorBase() {}
+
+    void setMotionEstimator(Ptr<ImageMotionEstimatorBase> val) { motionEstimator_ = val; }
+    Ptr<ImageMotionEstimatorBase> motionEstimator() const { return motionEstimator_; }
+
+    virtual void suppress(int idx, const Mat &frame, Mat &result) = 0;
+
+
+    // data from stabilizer
+
+    virtual void setFrameCount(int val) { frameCount_ = val; }
+    virtual int frameCount() const { return frameCount_; }
+
+    virtual void setMotions(const std::vector<Mat> &val) { motions_ = &val; }
+    virtual const std::vector<Mat>& motions() const { return *motions_; }
+
+    virtual void setMotions2(const std::vector<Mat> &val) { motions2_ = &val; }
+    virtual const std::vector<Mat>& motions2() const { return *motions2_; }
+
+    virtual void setStabilizationMotions(const std::vector<Mat> &val) { stabilizationMotions_ = &val; }
+    virtual const std::vector<Mat>& stabilizationMotions() const { return *stabilizationMotions_; }
+
+protected:
+    Ptr<ImageMotionEstimatorBase> motionEstimator_;
+    int frameCount_;
+    const std::vector<Mat> *motions_;
+    const std::vector<Mat> *motions2_;
+    const std::vector<Mat> *stabilizationMotions_;
+};
+
+class CV_EXPORTS NullWobbleSuppressor : public WobbleSuppressorBase
+{
+public:
+    virtual void suppress(int idx, const Mat &frame, Mat &result) CV_OVERRIDE;
+};
+
+class CV_EXPORTS MoreAccurateMotionWobbleSuppressorBase : public WobbleSuppressorBase
+{
+public:
+    virtual void setPeriod(int val) { period_ = val; }
+    virtual int period() const { return period_; }
+
+protected:
+    MoreAccurateMotionWobbleSuppressorBase() { setPeriod(30); }
+
+    int period_;
+};
+
+class CV_EXPORTS MoreAccurateMotionWobbleSuppressor : public MoreAccurateMotionWobbleSuppressorBase
+{
+public:
+    virtual void suppress(int idx, const Mat &frame, Mat &result) CV_OVERRIDE;
+
+private:
+    Mat_<float> mapx_, mapy_;
+};
+
+#if defined(HAVE_OPENCV_CUDAWARPING)
+class CV_EXPORTS MoreAccurateMotionWobbleSuppressorGpu : public MoreAccurateMotionWobbleSuppressorBase
+{
+public:
+    void suppress(int idx, const cuda::GpuMat &frame, cuda::GpuMat &result);
+    virtual void suppress(int idx, const Mat &frame, Mat &result) CV_OVERRIDE;
+
+private:
+    cuda::GpuMat frameDevice_, resultDevice_;
+    cuda::GpuMat mapx_, mapy_;
+};
+#endif
+
+//! @}
+
+} // namespace videostab
+} // namespace cv
+
+#endif

modules/videostab/src/clp.hpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef __OPENCV_VIDEOSTAB_CLP_HPP__
+#define __OPENCV_VIDEOSTAB_CLP_HPP__
+
+#ifdef HAVE_CLP
+#  define COIN_BIG_INDEX 0
+#  define DEBUG_COIN 0
+#  define PRESOLVE_DEBUG 0
+#  define PRESOLVE_CONSISTENCY 0
+
+#  include "ClpSimplex.hpp"
+#  include "ClpPresolve.hpp"
+#  include "ClpPrimalColumnSteepest.hpp"
+#  include "ClpDualRowSteepest.hpp"
+#  define INF 1e10
+#endif
+
+// Clp replaces min and max with ?: globally, we can't use std::min and std::max in case
+// when HAVE_CLP is true. We create the defines by ourselves when HAVE_CLP == 0.
+#undef min
+#undef max
+
+#endif

modules/videostab/src/cuda/global_motion.cu

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#if !defined CUDA_DISABLER
+
+#include <thrust/device_ptr.h>
+#include <thrust/remove.h>
+#include <thrust/functional.h>
+#include "opencv2/core/cuda/common.hpp"
+
+namespace cv { namespace cuda { namespace device { namespace globmotion {
+
+__constant__ float cml[9];
+__constant__ float cmr[9];
+
+int compactPoints(int N, float *points0, float *points1, const uchar *mask)
+{
+    thrust::device_ptr<float2> dpoints0((float2*)points0);
+    thrust::device_ptr<float2> dpoints1((float2*)points1);
+    thrust::device_ptr<const uchar> dmask(mask);
+
+    return (int)(thrust::remove_if(thrust::make_zip_iterator(thrust::make_tuple(dpoints0, dpoints1)),
+                             thrust::make_zip_iterator(thrust::make_tuple(dpoints0 + N, dpoints1 + N)),
+                             dmask, thrust::not1(thrust::identity<uchar>()))
+           - thrust::make_zip_iterator(make_tuple(dpoints0, dpoints1)));
+}
+
+
+__global__ void calcWobbleSuppressionMapsKernel(
+        const int left, const int idx, const int right, const int width, const int height,
+        PtrStepf mapx, PtrStepf mapy)
+{
+    const int x = blockDim.x * blockIdx.x + threadIdx.x;
+    const int y = blockDim.y * blockIdx.y + threadIdx.y;
+
+    if (x < width && y < height)
+    {
+        float xl = cml[0]*x + cml[1]*y + cml[2];
+        float yl = cml[3]*x + cml[4]*y + cml[5];
+        float izl = 1.f / (cml[6]*x + cml[7]*y + cml[8]);
+        xl *= izl;
+        yl *= izl;
+
+        float xr = cmr[0]*x + cmr[1]*y + cmr[2];
+        float yr = cmr[3]*x + cmr[4]*y + cmr[5];
+        float izr = 1.f / (cmr[6]*x + cmr[7]*y + cmr[8]);
+        xr *= izr;
+        yr *= izr;
+
+        float wl = idx - left;
+        float wr = right - idx;
+        mapx(y,x) = (wr * xl + wl * xr) / (wl + wr);
+        mapy(y,x) = (wr * yl + wl * yr) / (wl + wr);
+    }
+}
+
+
+void calcWobbleSuppressionMaps(
+        int left, int idx, int right, int width, int height,
+        const float *ml, const float *mr, PtrStepSzf mapx, PtrStepSzf mapy)
+{
+    cudaSafeCall(cudaMemcpyToSymbol(cml, ml, 9*sizeof(float)));
+    cudaSafeCall(cudaMemcpyToSymbol(cmr, mr, 9*sizeof(float)));
+
+    dim3 threads(32, 8);
+    dim3 grid(divUp(width, threads.x), divUp(height, threads.y));
+
+    calcWobbleSuppressionMapsKernel<<<grid, threads>>>(
+            left, idx, right, width, height, mapx, mapy);
+
+    cudaSafeCall(cudaGetLastError());
+    cudaSafeCall(cudaDeviceSynchronize());
+}
+
+}}}}
+
+
+#endif /* CUDA_DISABLER */

modules/videostab/src/deblurring.cpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#include "precomp.hpp"
+#include "opencv2/videostab/deblurring.hpp"
+#include "opencv2/videostab/global_motion.hpp"
+#include "opencv2/videostab/ring_buffer.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+float calcBlurriness(const Mat &frame)
+{
+    CV_INSTRUMENT_REGION();
+
+    Mat Gx, Gy;
+    Sobel(frame, Gx, CV_32F, 1, 0);
+    Sobel(frame, Gy, CV_32F, 0, 1);
+    double normGx = norm(Gx);
+    double normGy = norm(Gy);
+    double sumSq = normGx*normGx + normGy*normGy;
+    return static_cast<float>(1. / (sumSq / frame.size().area() + 1e-6));
+}
+
+
+WeightingDeblurer::WeightingDeblurer()
+{
+    setSensitivity(0.1f);
+}
+
+
+void WeightingDeblurer::deblur(int idx, Mat &frame)
+{
+    CV_INSTRUMENT_REGION();
+
+    CV_Assert(frame.type() == CV_8UC3);
+
+    bSum_.create(frame.size());
+    gSum_.create(frame.size());
+    rSum_.create(frame.size());
+    wSum_.create(frame.size());
+
+    for (int y = 0; y < frame.rows; ++y)
+    {
+        for (int x = 0; x < frame.cols; ++x)
+        {
+            Point3_<uchar> p = frame.at<Point3_<uchar> >(y,x);
+            bSum_(y,x) = p.x;
+            gSum_(y,x) = p.y;
+            rSum_(y,x) = p.z;
+            wSum_(y,x) = 1.f;
+        }
+    }
+
+    for (int k = idx - radius_; k <= idx + radius_; ++k)
+    {
+        const Mat &neighbor = at(k, *frames_);
+        float bRatio = at(idx, *blurrinessRates_) / at(k, *blurrinessRates_);
+        Mat_<float> M = getMotion(idx, k, *motions_);
+
+        if (bRatio > 1.f)
+        {
+            for (int y = 0; y < frame.rows; ++y)
+            {
+                for (int x = 0; x < frame.cols; ++x)
+                {
+                    int x1 = cvRound(M(0,0)*x + M(0,1)*y + M(0,2));
+                    int y1 = cvRound(M(1,0)*x + M(1,1)*y + M(1,2));
+
+                    if (x1 >= 0 && x1 < neighbor.cols && y1 >= 0 && y1 < neighbor.rows)
+                    {
+                        const Point3_<uchar> &p = frame.at<Point3_<uchar> >(y,x);
+                        const Point3_<uchar> &p1 = neighbor.at<Point3_<uchar> >(y1,x1);
+                        float w = bRatio * sensitivity_ /
+                                (sensitivity_ + std::abs(intensity(p1) - intensity(p)));
+                        bSum_(y,x) += w * p1.x;
+                        gSum_(y,x) += w * p1.y;
+                        rSum_(y,x) += w * p1.z;
+                        wSum_(y,x) += w;
+                    }
+                }
+            }
+        }
+    }
+
+    for (int y = 0; y < frame.rows; ++y)
+    {
+        for (int x = 0; x < frame.cols; ++x)
+        {
+            float wSumInv = 1.f / wSum_(y,x);
+            frame.at<Point3_<uchar> >(y,x) = Point3_<uchar>(
+                    static_cast<uchar>(bSum_(y,x)*wSumInv),
+                    static_cast<uchar>(gSum_(y,x)*wSumInv),
+                    static_cast<uchar>(rSum_(y,x)*wSumInv));
+        }
+    }
+}
+
+} // namespace videostab
+} // namespace cv

modules/videostab/src/fast_marching.cpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#include "precomp.hpp"
+#include "opencv2/videostab/fast_marching.hpp"
+#include "opencv2/videostab/ring_buffer.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+float FastMarchingMethod::solve(int x1, int y1, int x2, int y2) const
+{
+    float sol = inf_;
+    if (y1 >=0 && y1 < flag_.rows && x1 >= 0 && x1 < flag_.cols && flag_(y1,x1) == KNOWN)
+    {
+        float t1 = dist_(y1,x1);
+        if (y2 >=0 && y2 < flag_.rows && x2 >= 0 && x2 < flag_.cols && flag_(y2,x2) == KNOWN)
+        {
+            float t2 = dist_(y2,x2);
+            float r = std::sqrt(2 - sqr(t1 - t2));
+            float s = (t1 + t2 - r) / 2;
+
+            if (s >= t1 && s >= t2)
+                sol = s;
+            else
+            {
+                s += r;
+                if (s >= t1 && s >= t2)
+                    sol = s;
+            }
+        }
+        else
+            sol = 1 + t1;
+    }
+    else if (y2 >=0 && y2 < flag_.rows && x2 >= 0 && x2 < flag_.cols && flag_(y2,x2) == KNOWN)
+        sol = 1 + dist_(y2,x1);
+    return sol;
+}
+
+
+void FastMarchingMethod::heapUp(int idx)
+{
+    int p = (idx-1)/2;
+    while (idx > 0 && narrowBand_[idx] < narrowBand_[p])
+    {
+        std::swap(indexOf(narrowBand_[p]), indexOf(narrowBand_[idx]));
+        std::swap(narrowBand_[p], narrowBand_[idx]);
+        idx = p;
+        p = (idx-1)/2;
+    }
+}
+
+
+void FastMarchingMethod::heapDown(int idx)
+{
+    int l, r, smallest;
+    for(;;)
+    {
+        l = 2*idx+1;
+        r = 2*idx+2;
+        smallest = idx;
+
+        if (l < size_ && narrowBand_[l] < narrowBand_[smallest]) smallest = l;
+        if (r < size_ && narrowBand_[r] < narrowBand_[smallest]) smallest = r;
+
+        if (smallest == idx)
+            break;
+        else
+        {
+            std::swap(indexOf(narrowBand_[idx]), indexOf(narrowBand_[smallest]));
+            std::swap(narrowBand_[idx], narrowBand_[smallest]);
+            idx = smallest;
+        }
+    }
+}
+
+
+void FastMarchingMethod::heapAdd(const DXY &dxy)
+{
+    if (static_cast<int>(narrowBand_.size()) < size_ + 1)
+        narrowBand_.resize(size_*2 + 1);
+    narrowBand_[size_] = dxy;
+    indexOf(dxy) = size_++;
+    heapUp(size_-1);
+}
+
+
+void FastMarchingMethod::heapRemoveMin()
+{
+    if (size_ > 0)
+    {
+        size_--;
+        std::swap(indexOf(narrowBand_[0]), indexOf(narrowBand_[size_]));
+        std::swap(narrowBand_[0], narrowBand_[size_]);
+        heapDown(0);
+    }
+}
+
+} // namespace videostab
+} // namespace cv

modules/videostab/src/frame_source.cpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#include "precomp.hpp"
+#include "opencv2/videostab/frame_source.hpp"
+#include "opencv2/videostab/ring_buffer.hpp"
+
+#include "opencv2/opencv_modules.hpp"
+#ifdef HAVE_OPENCV_VIDEOIO
+#  include "opencv2/videoio.hpp"
+#endif
+
+namespace cv
+{
+namespace videostab
+{
+
+namespace {
+
+class VideoFileSourceImpl : public IFrameSource
+{
+public:
+    VideoFileSourceImpl(const String &path, bool volatileFrame)
+        : path_(path), volatileFrame_(volatileFrame) { reset(); }
+
+    virtual void reset() CV_OVERRIDE
+    {
+#ifdef HAVE_OPENCV_VIDEOIO
+        vc.release();
+        vc.open(path_);
+        if (!vc.isOpened())
+            CV_Error(0, "can't open file: " + path_);
+#else
+        CV_Error(Error::StsNotImplemented, "OpenCV has been compiled without video I/O support");
+#endif
+    }
+
+    virtual Mat nextFrame() CV_OVERRIDE
+    {
+        Mat frame;
+#ifdef HAVE_OPENCV_VIDEOIO
+        vc >> frame;
+#endif
+        return volatileFrame_ ? frame : frame.clone();
+    }
+
+#ifdef HAVE_OPENCV_VIDEOIO
+    int width() {return static_cast<int>(vc.get(CAP_PROP_FRAME_WIDTH));}
+    int height() {return static_cast<int>(vc.get(CAP_PROP_FRAME_HEIGHT));}
+    int count() {return static_cast<int>(vc.get(CAP_PROP_FRAME_COUNT));}
+    double fps() {return vc.get(CAP_PROP_FPS);}
+#else
+    int width() {return 0;}
+    int height() {return 0;}
+    int count() {return 0;}
+    double fps() {return 0;}
+#endif
+
+private:
+    String path_;
+    bool volatileFrame_;
+#ifdef HAVE_OPENCV_VIDEOIO
+    VideoCapture vc;
+#endif
+};
+
+}//namespace
+
+VideoFileSource::VideoFileSource(const String &path, bool volatileFrame)
+    : impl(new VideoFileSourceImpl(path, volatileFrame)) {}
+
+void VideoFileSource::reset() { impl->reset(); }
+Mat VideoFileSource::nextFrame() { return impl->nextFrame(); }
+
+int VideoFileSource::width() { return ((VideoFileSourceImpl*)impl.get())->width(); }
+int VideoFileSource::height() { return ((VideoFileSourceImpl*)impl.get())->height(); }
+int VideoFileSource::count() { return ((VideoFileSourceImpl*)impl.get())->count(); }
+double VideoFileSource::fps() { return ((VideoFileSourceImpl*)impl.get())->fps(); }
+
+} // namespace videostab
+} // namespace cv

modules/videostab/src/log.cpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#include "precomp.hpp"
+#include <cstdio>
+#include <cstdarg>
+#include "opencv2/videostab/log.hpp"
+
+namespace cv
+{
+namespace videostab
+{
+
+void LogToStdout::print(const char *format, ...)
+{
+    va_list args;
+    va_start(args, format);
+    vprintf(format, args);
+    fflush(stdout);
+    va_end(args);
+}
+
+} // namespace videostab
+} // namespace cv

modules/videostab/src/optical_flow.cpp

+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                           License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of the copyright holders may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#include "precomp.hpp"
+#include "opencv2/video.hpp"
+#include "opencv2/videostab/optical_flow.hpp"
+#include "opencv2/videostab/ring_buffer.hpp"
+
+#ifdef HAVE_OPENCV_CUDAARITHM
+  #include "opencv2/cudaarithm.hpp"
+#endif
+
+namespace cv
+{
+namespace videostab
+{
+
+void SparsePyrLkOptFlowEstimator::run(
+        InputArray frame0, InputArray frame1, InputArray points0, InputOutputArray points1,
+        OutputArray status, OutputArray errors)
+{
+    calcOpticalFlowPyrLK(frame0, frame1, points0, points1, status, errors, winSize_, maxLevel_);
+}
+
+
+#ifdef HAVE_OPENCV_CUDAOPTFLOW
+
+SparsePyrLkOptFlowEstimatorGpu::SparsePyrLkOptFlowEstimatorGpu()
+{
+    CV_Assert(cuda::getCudaEnabledDeviceCount() > 0);
+    optFlowEstimator_ = cuda::SparsePyrLKOpticalFlow::create();
+}
+
+
+void SparsePyrLkOptFlowEstimatorGpu::run(
+        InputArray frame0, InputArray frame1, InputArray points0, InputOutputArray points1,
+        OutputArray status, OutputArray errors)
+{
+    frame0_.upload(frame0.getMat());
+    frame1_.upload(frame1.getMat());
+    points0_.upload(points0.getMat());
+
+    if (errors.needed())
+    {
+        run(frame0_, frame1_, points0_, points1_, status_, errors_);
+        errors_.download(errors.getMatRef());
+    }
+    else
+        run(frame0_, frame1_, points0_, points1_, status_);
+
+    points1_.download(points1.getMatRef());
+    status_.download(status.getMatRef());
+}
+
+
+void SparsePyrLkOptFlowEstimatorGpu::run(
+        const cuda::GpuMat &frame0, const cuda::GpuMat &frame1, const cuda::GpuMat &points0,
+        cuda::GpuMat &points1, cuda::GpuMat &status, cuda::GpuMat &errors)
+{
+    optFlowEstimator_->setWinSize(winSize_);
+    optFlowEstimator_->setMaxLevel(maxLevel_);
+    optFlowEstimator_->calc(frame0, frame1, points0, points1, status, errors);
+}
+
+
+void SparsePyrLkOptFlowEstimatorGpu::run(
+        const cuda::GpuMat &frame0, const cuda::GpuMat &frame1, const cuda::GpuMat &points0,
+        cuda::GpuMat &points1, cuda::GpuMat &status)
+{
+    optFlowEstimator_->setWinSize(winSize_);
+    optFlowEstimator_->setMaxLevel(maxLevel_);
+    optFlowEstimator_->calc(frame0, frame1, points0, points1, status);
+}
+
+
+DensePyrLkOptFlowEstimatorGpu::DensePyrLkOptFlowEstimatorGpu()
+{
+    CV_Assert(cuda::getCudaEnabledDeviceCount() > 0);
+    optFlowEstimator_ = cuda::DensePyrLKOpticalFlow::create();
+}
+
+
+void DensePyrLkOptFlowEstimatorGpu::run(
+        InputArray frame0, InputArray frame1, InputOutputArray flowX, InputOutputArray flowY,
+        OutputArray errors)
+{
+    frame0_.upload(frame0.getMat());
+    frame1_.upload(frame1.getMat());
+
+    optFlowEstimator_->setWinSize(winSize_);
+    optFlowEstimator_->setMaxLevel(maxLevel_);
+
+    if (errors.needed())
+    {
+        CV_Error(Error::StsNotImplemented, "DensePyrLkOptFlowEstimatorGpu doesn't support errors calculation");
+    }
+    else
+    {
+        cuda::GpuMat flow;
+        optFlowEstimator_->calc(frame0_, frame1_, flow);
+
+        cuda::GpuMat flows[2];
+        cuda::split(flow, flows);
+
+        flowX_ = flows[0];
+        flowY_ = flows[1];
+    }
+
+    flowX_.download(flowX.getMatRef());
+    flowY_.download(flowY.getMatRef());
+}
+
+#endif // HAVE_OPENCV_CUDAOPTFLOW
+
+} // namespace videostab
+} // namespace cv

modules/videostab/test/test_main.cpp

+// This file is part of OpenCV project.
+// It is subject to the license terms in the LICENSE file found in the top-level directory
+// of this distribution and at http://opencv.org/license.html
+
+#include "test_precomp.hpp"
+
+#if defined(HAVE_HPX)
+    #include <hpx/hpx_main.hpp>
+#endif
+
+CV_TEST_MAIN("cv")

modules/videostab/test/test_precomp.hpp

+// This file is part of OpenCV project.
+// It is subject to the license terms in the LICENSE file found in the top-level directory
+// of this distribution and at http://opencv.org/license.html
+
+#ifndef __OPENCV_TEST_PRECOMP_HPP__
+#define __OPENCV_TEST_PRECOMP_HPP__
+
+#include "opencv2/ts.hpp"
+#include "opencv2/videostab.hpp"
+
+#endif