FP-GCN: Frequency Pyramid Graph Convolutional Network for Enhancing Pathological Gait Classification
Xiaoheng Zhao,
Jia Li,
Chunsheng Hua
Abstract:Gait, a manifestation of one’s walking pattern, intricately reflects the harmonious interplay of various bodily systems, offering valuable insights into an individual’s health status. However, the current study has shortcomings in the extraction of temporal and spatial dependencies in joint motion, resulting in inefficiencies in pathological gait classification. In this paper, we propose a Frequency Pyramid Graph Convolutional Network (FP-GCN), advocating to complement temporal analysis and further enhance spa… Show more
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