A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf
.
Human detection using Discriminative and Robust Local Binary Pattern
2013
2013 IEEE International Conference on Acoustics, Speech and Signal Processing
Despite superior performance of Local Binary Pattern (LBP) in texture classification and face detection, its performance in human detection has been limited for two reasons. Firstly, LBP differentiates a bright human from a dark background and vice-versa. This increases the intra-class variation of humans. Secondly, LBP is contrast and illumination invariant. It does not discriminate between weak contrast local regions and similar strong contrast ones, resulting in a similar feature
doi:10.1109/icassp.2013.6638080
dblp:conf/icassp/SatpathyJE13
fatcat:dpg5xhhyajashngo2awtpu7zuy