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In tracking, one of the major challenges comes from handling appearance variations caused by changes in scale, pose, illumination and occlusion. In this paper, we propose a novel Bayesian Hierarchical Appearance Model (BHAM) for robust object tracking. Our idea is to model the appearance of a target as a combination of multiple appearance models, each covering the target appearance changes under a...
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