Preprint
Aug 2026
A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition
This paper proposes a lightweight reservoir computing (RC)-based approach for SLR that achieved Top-1, Top-5, and Top-10 accuracies on the Word-Level American Sign Language 100 video dataset, demonstrating competitive performance compared to deep learning-based approaches.
Nitin Kumar Singh, A. R. Syulistyo, Yuichiro Tanaka et al.
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