/* * 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 * (3 - clause BSD License) * * Redistribution and use in source and binary forms, with or without modification, * are permitted provided that the following conditions are met : * * * Redistributions of source code must retain the above copyright notice, * this list of conditions and the following disclaimer. * * * Redistributions 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. * * * Neither the names of the copyright holders nor the names of the contributors * may 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 copyright holders 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. */ #ifndef __OPENCV_SPARSEMATCHINTERPOLATOR_HPP__ #define __OPENCV_SPARSEMATCHINTERPOLATOR_HPP__ #ifdef __cplusplus #include namespace cv { namespace ximgproc { //! @addtogroup ximgproc_filters //! @{ /** @brief Main interface for all filters, that take sparse matches as an input and produce a dense per-pixel matching (optical flow) as an output. */ class CV_EXPORTS_W SparseMatchInterpolator : public Algorithm { public: /** @brief Interpolate input sparse matches. @param from_image first of the two matched images, 8-bit single-channel or three-channel. @param from_points points of the from_image for which there are correspondences in the to_image (Point2f vector, size shouldn't exceed 32767) @param to_image second of the two matched images, 8-bit single-channel or three-channel. @param to_points points in the to_image corresponding to from_points (Point2f vector, size shouldn't exceed 32767) @param dense_flow output dense matching (two-channel CV_32F image) */ CV_WRAP virtual void interpolate(InputArray from_image, InputArray from_points, InputArray to_image , InputArray to_points, OutputArray dense_flow) = 0; }; /** @brief Sparse match interpolation algorithm based on modified locally-weighted affine estimator from @cite Revaud2015 and Fast Global Smoother as post-processing filter. */ class CV_EXPORTS_W EdgeAwareInterpolator : public SparseMatchInterpolator { public: /** @brief K is a number of nearest-neighbor matches considered, when fitting a locally affine model. Usually it should be around 128. However, lower values would make the interpolation noticeably faster. */ CV_WRAP virtual void setK(int _k) = 0; /** @see setK */ CV_WRAP virtual int getK() = 0; /** @brief Sigma is a parameter defining how fast the weights decrease in the locally-weighted affine fitting. Higher values can help preserve fine details, lower values can help to get rid of noise in the output flow. */ CV_WRAP virtual void setSigma(float _sigma) = 0; /** @see setSigma */ CV_WRAP virtual float getSigma() = 0; /** @brief Lambda is a parameter defining the weight of the edge-aware term in geodesic distance, should be in the range of 0 to 1000. */ CV_WRAP virtual void setLambda(float _lambda) = 0; /** @see setLambda */ CV_WRAP virtual float getLambda() = 0; /** @brief Sets whether the fastGlobalSmootherFilter() post-processing is employed. It is turned on by default. */ CV_WRAP virtual void setUsePostProcessing(bool _use_post_proc) = 0; /** @see setUsePostProcessing */ CV_WRAP virtual bool getUsePostProcessing() = 0; /** @brief Sets the respective fastGlobalSmootherFilter() parameter. */ CV_WRAP virtual void setFGSLambda(float _lambda) = 0; /** @see setFGSLambda */ CV_WRAP virtual float getFGSLambda() = 0; /** @see setFGSLambda */ CV_WRAP virtual void setFGSSigma(float _sigma) = 0; /** @see setFGSLambda */ CV_WRAP virtual float getFGSSigma() = 0; }; /** @brief Factory method that creates an instance of the EdgeAwareInterpolator. */ CV_EXPORTS_W Ptr createEdgeAwareInterpolator(); //! @} } } #endif #endif