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Motion statistics based region merging in video sequences

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3 Author(s)
H. T. Nguyen ; Intelligent Sensory Inf. Syst., Amsterdam Univ. ; M. Worring ; A. Dev

An important step in most techniques for video segmentation is the merging of regions having similar motion. We propose a new motion based similarity measure between regions that explicitly incorporates uncertainty in the estimation of motion parameters. A new hierarchical merging algorithm using this measure is developed. The robustness of the proposed algorithm has been confirmed by experiments on both artificial and real data. A comparative analysis showed improved performance over other methods

Published in:

Multimedia Computing and Systems, 1999. IEEE International Conference on  (Volume:1 )

Date of Conference:

Jul 1999