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Image region description using orthogonal combination of local binary patterns enhanced with color information
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ECL-LIRIS/OC-LBP
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--------------------------------------------------------------------------- AUTHOR Chao Zhu --------------------------------------------------------------------------- CONTACT email : [email protected] --------------------------------------------------------------------------- LICENCE Source code is available under the GNU General Public License. In short, if you distribute a software that uses OC-LBP, you have to distribute it under GPL with the source code. For a copy of the GPL: https://www.gnu.org/copyleft/gpl.html --------------------------------------------------------------------------- REFERENCE If you use the code of OC-LBP in your research, please give a reference to: C. Zhu, C.-E. Bichot and L. Chen, Image region description using orthogonal combination of local binary patterns enhanced with color information, Pattern Recognition (2013), https://dx.doi.org/10.1016/j.patcog.2013.01.003 --------------------------------------------------------------------------- USAGE 1. Compile the mex_computeLBPonKeypoints.cpp file if necessary (the pre- compiled versions for 64-bit Linux and 32/64-bit Windows are provided, and usually they will work): >> mex mex_computeLBPonKeypoints.cpp 2. Run extract_OCLBP_descriptor.m to compute gray/color OC-LBP descriptor (see the M-file for more detailed instruction of each input arguments): >> load 000019_kps.mat >> descs = extract_OCLBP_descriptor('000019.jpg',kps,8,1,'gray') --------------------------------------------------------------------------- ACKNOWLEDGMENT Great thanks to Machine Vision Group, University of Oulu for sharing their code of LBP, which is used in the OC-LBP function. ---------------------------------------------------------------------------
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