VIDEO SEGMENTATION USING A NOVEL LBP DESCRIPTOR
Journal: ICTACT Journal on Image and Video Processing (IJIVP) (Vol.5, No. 1)Publication Date: 2014-08-01
Authors : Zhongkun He; Yongping Zhang; Dechun Zheng;
Page : 883-886
Keywords : Video Segmentation; Local Binary Patterns; Change Detections; Morphological Filters;
Abstract
Video segmentation is the basis for content-based video retrieval, object recognition, object tracking, and video compression. This paper proposes a kind of novel and easy spatial-temporal LBP coding method, using the spatial-temporal 2 × 2 × 2 neighborhood clique to encode the changes in a video. Based on the coding method, a scheme of video segmentation is developed. Compared to the traditional segmentation method, its distinguished advantage is that it does not need to construct the background model and is simple in computation. Experimental results indicate that this new algorithm can give satisfying segmentation results.
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Last modified: 2014-09-02 14:00:30