Detection of moving objects in video using a robust motion similarity measure.

Nguyen, H T; Worring, M; Dev, A · IEEE Trans Image Process · 2000

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Abstract

This correspondence deals with the segmentation of a video clip into independently moving visual objects. This is an important step in structuring video data for storage in digital libraries. The method follows a bottom-up approach. The major contribution is a new well-founded measure for motion similarity leading to a robust method for merging regions. The improvements with respect to existing methods have been confirmed by experimental results.