123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110 |
- /*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*/
- ////////////////////////////////////////////////////////////////////////////////
- //
- // NVIDIA CUDA implementation of Brox et al Optical Flow algorithm
- //
- // Algorithm is explained in the original paper:
- // T. Brox, A. Bruhn, N. Papenberg, J. Weickert:
- // High accuracy optical flow estimation based on a theory for warping.
- // ECCV 2004.
- //
- // Implementation by Mikhail Smirnov
- // email: msmirnov@nvidia.com, devsupport@nvidia.com
- //
- // Credits for help with the code to:
- // Alexey Mendelenko, Anton Obukhov, and Alexander Kharlamov.
- //
- ////////////////////////////////////////////////////////////////////////////////
- #ifndef _ncv_optical_flow_h_
- #define _ncv_optical_flow_h_
- #include "opencv2/cudalegacy/NCV.hpp"
- //! @addtogroup cudalegacy
- //! @{
- /// \brief Model and solver parameters
- struct NCVBroxOpticalFlowDescriptor
- {
- /// flow smoothness
- Ncv32f alpha;
- /// gradient constancy importance
- Ncv32f gamma;
- /// pyramid scale factor
- Ncv32f scale_factor;
- /// number of lagged non-linearity iterations (inner loop)
- Ncv32u number_of_inner_iterations;
- /// number of warping iterations (number of pyramid levels)
- Ncv32u number_of_outer_iterations;
- /// number of linear system solver iterations
- Ncv32u number_of_solver_iterations;
- };
- /////////////////////////////////////////////////////////////////////////////////////////
- /// \brief Compute optical flow
- ///
- /// Based on method by Brox et al [2004]
- /// \param [in] desc model and solver parameters
- /// \param [in] gpu_mem_allocator GPU memory allocator
- /// \param [in] frame0 source frame
- /// \param [in] frame1 frame to track
- /// \param [out] u flow horizontal component (along \b x axis)
- /// \param [out] v flow vertical component (along \b y axis)
- /// \param stream
- /// \return computation status
- /////////////////////////////////////////////////////////////////////////////////////////
- CV_EXPORTS
- NCVStatus NCVBroxOpticalFlow(const NCVBroxOpticalFlowDescriptor desc,
- INCVMemAllocator &gpu_mem_allocator,
- const NCVMatrix<Ncv32f> &frame0,
- const NCVMatrix<Ncv32f> &frame1,
- NCVMatrix<Ncv32f> &u,
- NCVMatrix<Ncv32f> &v,
- cudaStream_t stream);
- //! @}
- #endif
|