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Kernel-based method has been proved to be effective in solving single-target tracking problem. However, facing more complicated multitarget tracking task, most classic kernel-based multitarget trackers do not model the interaction among targets successfully and simply track each target independently. Thus, they usually could not deal with “singularity” problem and fail in tracking the target when...
Although kernel-based methods have been demonstrated effectively in solving single-target tracking problem, facing more complicated multi-target tracking task, most of them still suffer from `singularity' problem because they usually simply track each target independently ignoring their interactions and thus fail when occlusions occur or distracters appear. In this paper, we discuss a very common...
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