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Author

Xiangyang Sun

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Open access Sep 2026

Multi-Scene Continuous Sign Language Recognition Based on Temporal–Frequency Enhancement and Discrete Cosine Transform Linear Attention

To address the adverse effects of complex acquisition conditions on continuous sign language recognition (CSLR) performance and the increasing computational cost of standard self-attention with increasing video sequence length, this paper proposes a continuous sign language recognition method based on temporal–frequenc...

Xiang-Yang Sun, Chu-Han Wang, Zi-Han Cai et al. · 0 citations
Open access Jul 2026

Eye-Movement-Assisted Time–Frequency EEG Decoding for Multimodal Robotic Arm Control

A multimodal human–computer interaction control scheme that integrates eye-movement command encoding with EEG motor imagery decoding, and preliminary evidence for the real-time feasibility of the multimodal control framework under controlled laboratory conditions is presented.

Xiangyang Sun, Wenjun Zhang, Jiahua Wu et al. · 0 citations

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