2 papers
cs.CV2026
A HamNoSys-Guided Dataset and Baselines for Fine-Grained Isolated Handshape Recognition in Sign Language
Ushnish Sarkar, Suvajit Patra, Bhaswar Chattopadhyay +2
Purpose: Fine-grained handshape recognition supports computational sign-language transcription, recognition, and translation, but broad, phonetically defined visual inventories wit…
cs.CV2026
STARK: Spatio-Temporal Attention for Representation of Keypoints for Continuous Sign Language Recognition
Suvajit Patra, Soumitra Samanta
Continuous Sign Language Recognition (CSLR) is a crucial task for understanding the languages of deaf communities. Contemporary keypoint-based approaches typically rely on spatio-t…