2 papers
cs.CV2025
Sign Spotting Disambiguation using Large Language Models
JianHe Low, Ozge Mercanoglu Sincan, Richard Bowden
Sign spotting, the task of identifying and localizing individual signs within continuous sign language video, plays a pivotal role in scaling dataset annotations and addressing the…
cs.CV2025
Contrastive Pretraining with Dual Visual Encoders for Gloss-Free Sign Language Translation
Ozge Mercanoglu Sincan, Richard Bowden
Sign Language Translation (SLT) aims to convert sign language videos into spoken or written text. While early systems relied on gloss annotations as an intermediate supervision, su…