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Depth sequences are useful for action recognition since they are insensitive to illumination variation and provide geometric information. Many current action recognition methods are limited by being computationally expensive and requiring large-scale training data. Here we propose an effective method for human action recognition using depth sequences captured by depth cameras. A multi-resolution operation,...
In this paper, a running person detection method is proposed for the community patrol robot. The challenges include the diversity of movement direction and the ego-motion of camera. The diversity of movement direction means that it is difficult to gain high accuracy detection by only using appearance information. The ego-motion of camera means that the motion information contains high noise. To address...
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