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We present a method for recognizing and localizing actions in video by the sequence of changing appearance and motion of the participants. Appearance is modeled by histogram of oriented gradients object detectors, while motion is modeled by optical-flow motion-pattern detectors. Sequencing is modeled by a hidden Markov model (HMM) whose output models are these appearance and motion detectors. The...
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