Objects Tracking in Images Sequence using Local Binary Pattern (LBP)
Hanane. Rami, May Hamri, Lhoussaine Masmoudi · International Journal of Computer Applications · 2013
In this paper we present a method for objects tracking in images sequence.This approach is achieved into two main steps.In the first one, we constructed the Local Binary Pattern (LBP) histogram pattern of each image in the sequence and the reference pattern.In the second one, we perform the algorithm by the pattern selected based on a distance measures to find similarity between two histograms.The maximum LBP histogram distance gives best results than the chi-square one.The proposed approach has been tested on synthetic and real sequence images and the results are satisfactory.