<<HTML(<meta http-equiv="refresh" content="0;URL=../../CMV/Downloads/LBPMatlab">)>>

Matlab code

New Matlab implementation

A general Local Binary Pattern (LBP) implementation for Matlab:

lbp.m (2009-01-14, ver 0.3.2)

getmapping.m (2008-06-13, ver 0.1.1)

cont.m MATLAB implementation of rotation invariant local variance (VAR)

If you encounter problems or find bugs in this implementation, please contact Timo Ahonen (tahonen at ee.oulu.fi).

Publications

[1] Ojala T, Pietikäinen M & Mäenpää T (2002) Multiresolution gray-scale and rotation invariant texture classification with Local Binary Patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence 24(7):971-987.

[2] Ojala T, Pietikäinen M & Mäenpää T (2001) A generalized Local Binary Pattern operator for multiresolution gray scale and rotation invariant texture classification. Second International Conference on Advances in Pattern Recognition, Rio de Janeiro, Brazil, 397-406. (Image data)

Local Binary Pattern Histogram Fourier Features

Implementation of Local Binary Pattern Histogram Fourier Features for Matlab:

getmaplbphf.m (2009-06-14)

constructhf.m (2009-06-14)

Publications

Ahonen T, Matas J, He C & Pietikäinen M (2009) Rotation invariant image description with local binary pattern histogram fourier features. Proc. 16th Scandinavian Conference on Image Analysis (SCIA 2009), Oslo, Norway.

Spatio-temporal LBP: VLBP and LBP-TOP

STLBP_Matlab.zip Spatio-temporal LBP features

Publications

Zhao G & Pietikäinen M (2007) Dynamic texture recognition using local binary patterns with an application to facial expressions. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(6):915-928.

MVG/Downloads/LBPMatlab (last edited 2011-11-22 12:19:56 by WebMaster)