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Dynamic Spatial-Temporal Aggregation for Skeleton-Aware Sign Language Recognition
March 20, 2024, 4:45 a.m. | Lianyu Hu, Liqing Gao, Zekang Liu, Wei Feng
cs.CV updates on arXiv.org arxiv.org
Abstract: Skeleton-aware sign language recognition (SLR) has gained popularity due to its ability to remain unaffected by background information and its lower computational requirements. Current methods utilize spatial graph modules and temporal modules to capture spatial and temporal features, respectively. However, their spatial graph modules are typically built on fixed graph structures such as graph convolutional networks or a single learnable graph, which only partially explore joint relationships. Additionally, a simple temporal convolution kernel is used …
aggregation arxiv cs.cv dynamic language recognition spatial temporal type
More from arxiv.org / cs.CV updates on arXiv.org
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
1 day, 10 hours ago |
arxiv.org
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