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In this paper, we propose a general object detection framework which combines the hidden Markov model with the discriminative random fields. Recent object detection algorithms have achieved impressive results by using graphical models, such as Markov random field. These models, however, have only been applied to two dimensional images. In many scenarios, video is the directly available source rather...
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