A Robust Approach to Segment Desired Object Based on Salient Colors

作者:Da Rugna Jerome*; Konik Hubert
来源:EURASIP Journal on Image and Video Processing, 2008, 489202.
DOI:10.1155/2008/489202

摘要

This paper presents a clustering-based color segmentation method where the desired object is focused on. As classical methods suffer from a lack of robustness, salient colors appearing in the object are used to intuitively tune the algorithm. These salient colors are extracted according to a psychovisual scheme and a peak-finding step. Results on various test sequences, covering a representative set of outdoor real videos, show the improvement when compared to a simple implementation of the same K-means oriented segmentation algorithm with ad hoc parameter setting strategy and with the well-known mean-shift algorithm.

  • 出版日期2008

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