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Collection of different motion estimation algorithms
HendrikMuenster/motionEstimationGUI
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% MotionEstimation GUI % % Author Information: % Hendrik Dirks % Institute for Computational and Applied Mathematics % University of Muenster, Germany % % Contact: [email protected] % % % Version 2.0 % Date: 2016-09-27 % All Rights Reserved % % Permission to use, copy, modify, and distribute this software and its % documentation for any purpose other than its incorporation into a % commercial product is hereby granted without fee, provided that the % above copyright notice appear in all copies and that both that % copyright notice and this permission notice appear in supporting % documentation, and that the name of the author and University of Muenster not be used in % advertising or publicity pertaining to distribution of the software % without specific, written prior permission. If you use this framwork, please use the following citation @PhdThesis{Dir15, author = {Dirks, H.}, title = {Variational Methods for Joint Motion Estimation and Image Reconstruction}, school = {Institute for Computational and Applied Mathematics University of Muenster}, month = {june}, year = {2015}, keywords = {Image Processing, Image Reconstruction, Motion Estimation, Joint Image Reconstruction and Motion Estimation, Total Variation, Optical Flow, Microscopy Imaging, Biomedical Imaging, Temporal Inpainting, Variational Methods, Primal-Dual Methods}, url = \{/2015/Dir15}, } Install Instructions: Make sure you have downloaded a copy of flexBox from www.flexbox.im and this copy is in your MATALB path. Moreover, you should compile the C++-module for runtime reasons! Afterwards, run example.m Further copyright notes: - The files "computeColor.m", "writeFlowFile.m" and the original version of "flowToColorV2.m" have been developed by Deqing Sun, Department of Computer Science, Brown University ([email protected]) - The dataset in the "data" folder comes from the Middlebury optical flow database (http://vision.middlebury.edu/flow/) List of changes: ## Version 2.0 ## - Motion estimator completely rewritten: -- Based on flexBox -- CUDA and C++ support -- Large-scale motion estimation based on coarse-to-fine warping ## Version 1.4 ## - Bugfixes ## Version 1.3 ## - Bugfixes - Missing files added ## Version 1.2 ## - Bugfixes ## Version 1.1 ## - Add a coarse-to-fine warping for all algorithms and set the maxIterations to default number of 10. Coarse-to-fine warping can be turned off by setting the "Pyramid steps" to 1 and increasing the "Max Iterations" - Added a L1-TV optical flow method with nonlinear data attachment term (in fact it's still a linearization, but closer to the classical attachment term)
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Collection of different motion estimation algorithms
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