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Building Regionally Spatial Appearance Model by Topological Color Histogram

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3 Author(s)
Yi Zhou ; Inst. of Image Commun. & Inf. Process., Shanghai Jiao Tong Univ., Shanghai, China ; Shibao Zheng ; Snoussi, H.

Color histogram is widely used in the appearance modeling. However the lack of spatial information makes the features less distinctive. In this paper, we propose to detect local region relationship based on segmentation in the color space. After efficiently computing the region's spatial information, a novel topological color histograms is used to represent the spatial context. Through the experimental observation, we find the region based spatial appearance model make the object's feature more discriminative.

Published in:

Computational Science and Engineering (CSE), 2011 IEEE 14th International Conference on

Date of Conference:

24-26 Aug. 2011