Feedback and inquiries

Machine Vision Group
Department of Electrical and Information Engineering P.O.Box 4500
FIN-90014 University of Oulu
Finland
Tel. +358-8-553 1011
Fax. +358-8-553 2612

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)
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. (Full paper)

[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. (Abstract) (Full paper) (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.