This paper presents a novel and efficient texture-based method for modeling the background and detecting moving objects from a video sequence. Each pixel is modeled as a group of adaptive local binary pattern histograms that are calculated over a circular region around the pixel. The approach provides us with many advantages compared to the state-of-the-art. Experimental results clearly justify our model.
Published in:
Pattern Analysis and Machine Intelligence, IEEE Transactions on
(Volume:28
,
Issue:
4
)
Date of Publication: April 2006