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This paper presents a completely unsupervised mechanism for learning micro-actions in continuous video streams. Unlike other works, our method requires no prior knowledge of an expected number of labels (classes), requires no silhouette extraction, is tolerant to minor tracking errors and jitter, and can operate at near real time speed. We show how to construct a set of training “tracklets,” how to...
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