Local binary patterns: Difference between revisions

Revision as of 08:35, 8 May 2013

Revision as of 10:10, 17 August 2013

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* [[OpenCV]]'s Cascade Classifiers support LBPs as of version 2.

* [http://vlfeat.org/ VLFeat], a open source computer vision library in C (with bindings to multiple languages including MATLAB) has an [http://www.vlfeat.org/api/lbp_8h.html implementation].

* [http://code.google.com/p/bgslibrary/ bgslibrary] includes the original LBP implementation for motion detection<ref>M. Heikkilä, M. Pietikäinen, "A texture-based method for modeling the background and detecting moving objects", IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(4):657-662, 2006.</ref> as well as a new LBP operator variant combined with Markov Random Fields<ref>C., Kertész: Texture-Based Foreground Detection, International Journal of Signal Processing, Image Processing and Pattern Recognition (IJSIP), Vol. 4, No. 4, 2011.</ref> with improved recognition rates and robustness.

== See also ==