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There are two important aspects in human action recognition. The first one is how to locate the area that better indicates what the subjects in the videos are doing. The second one is how we can utilize the appearance and motion information from the video data. In this paper, we propose a gaze-assisted deep neural network, which performs the action recognition task with the help of human visual attention...
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