3 papers
cs.RO2026
A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition
Nitin Kumar Singh, Arie Rachmad Syulistyo, Yuichiro Tanaka +1
Sign language recognition (SLR) enhances communication between hearing and hearing-impaired individuals. Although deep learning (DL) has achieved promising performance in SLR, its…
cs.CV2025
Sign Language Recognition using Parallel Bidirectional Reservoir Computing
Nitin Kumar Singh, Arie Rachmad Syulistyo, Yuichiro Tanaka +1
Sign language recognition (SLR) facilitates communication between deaf and hearing communities. Deep learning based SLR models are commonly used but require extensive computational…
cs.RO2025
Sign Language Recognition using Bidirectional Reservoir Computing
Nitin Kumar Singh, Arie Rachmad Syulistyo, Yuichiro Tanaka +1
Sign language recognition (SLR) facilitates communication between deaf and hearing individuals. Deep learning is widely used to develop SLR-based systems; however, it is computatio…