Combining Adaptive Hierarchical Depth Motion Maps With Skeletal Joints for Human Action Recognition
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DOI: 10.1109/access.2018.2886362
Abstract: This paper presents a new framework for human action recognition by fusing human motion with skeletal joints. First, adaptive hierarchical depth motion maps (AH-DMMs) are proposed to capture the shape and motion cues of action… read more here.
Keywords: action recognition; skeletal joints; adaptive hierarchical; human action ... See more keywords
Global Spatio-Temporal Attention for Action Recognition Based on 3D Human Skeleton Data
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DOI: 10.1109/access.2020.2992740
Abstract: The human skeleton joints captured by RGB-D camera are widely used in action recognition for its robust and comprehensive 3D information. Presently, most action recognition methods based on skeleton joints treat all skeletal joints with… read more here.
Keywords: skeletal joints; recognition; action recognition; human skeleton ... See more keywords