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A texture-based method for modeling the background and detecting moving objects

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2 Author(s)
Heikkila, M. ; Dept. of Electr. & Inf. Eng., Oulu Univ., Finland ; Pietikainen, M.

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 )