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In this paper, we propose a systematic framework for action recognition in unconstrained amateur videos. Inspired by the success of local features used in object and pose recognition, we extract local static features from the sampled frames to capture local pose shape and appearance. In addition, we extract spatiotemporal features (ST features), which have been successfully used in action recognition,...
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