Recognizing Actions Through Action-Specific Person Detection

IEEE Transactions on Image Processing, pp. 4422-4432, 2015.

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DetectorsTrainingProposalsAdaptation modelsImage recognitionMore(2+)

Abstract:

Action recognition in still images is a challenging problem in computer vision. To facilitate comparative evaluation independently of person detection, the standard evaluation protocol for action recognition uses an oracle person detector to obtain perfect bounding box information at both training and test time. The assumption is that, in...More

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