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README
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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.