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Background subtraction robust to illumination changes
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jpilet/emvisi2
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This code illustrates the following paper: Making Background Subtraction Robust to Sudden Illumination Changes, Julien Pilet, Christoph Strecha and Pascal Fua, European Conference on Computer Vision, Marseille, France, October 2008. The package contains two programs: emvisi2 and learn. "emvisi2" segments foreground and background. "learn" takes a set of background/input/ground truth triplets to estimate the behavior of NCC on your data. The resulting histograms are saved in several files, including ncc_proba.cpp which emvisi2 uses. A default ncc_proba.cpp is provided. Expect performance improvement if one adapted to your own data. You can optionally smooth the result with a graphcut. Have a look at the Makefile. If you have trouble compiling fwncc.cpp, try with the -msse2 compiler flag. Please respect the GPL terms. Good luck ! Julien Pilet. November 2008.
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