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Tracking object in low frame rate video or with abrupt motion poses two main difficulties which conventional tracking methods can barely handle: 1) poor motion continuity and increased search space; 2) fast appearance variation of target and more background clutter due to increased search space. In this paper, we address the problem from a view which integrates conventional tracking and detection, and present a temporal probabilistic combination of discriminative observers of differentdoi:10.1109/cvpr.2007.383199 dblp:conf/cvpr/LiAYLK07 fatcat:7rdteau5znhnvcy2lq2jotji3m