2 citations · 2 across the 5 of their papers we have counts for
5 papers · 1 filter
SignSeek: Learning Transferable Representations for Sign Dictionary Retrieval
Sobhan Asasi, Ozge Mercanoglu Sincan, Richard Bowden
Sign language dictionaries are essential resources for sign language learners, yet automatically retrieving a sign from a dictionary, given only a query video, remains a challengin…
SIGNET: Motion-Level Knowledge Transfer for Cross-Language Sign Language Translation
Sobhan Asasi, Ozge Mercanoglu Sincan, Richard Bowden
Sign language translation (SLT) remains challenging due to its high spatio-temporal complexity, long sequences, and the need to model multiple articulators without relying on gloss…
Gloss-Free Sign Language Translation: An Unbiased Evaluation of Progress in the Field
Ozge Mercanoglu Sincan, Jian He Low, Sobhan Asasi +1
Sign Language Translation (SLT) aims to automatically convert visual sign language videos into spoken language text and vice versa. While recent years have seen rapid progress, the…
Beyond Gloss: A Hand-Centric Framework for Gloss-Free Sign Language Translation
Sobhan Asasi, Mohamed Ilyas Lakhal, Ozge Mercanoglu Sincan +1
Sign Language Translation (SLT) is a challenging task that requires bridging the modality gap between visual and linguistic information while capturing subtle variations in hand sh…
Hierarchical Feature Alignment for Gloss-Free Sign Language Translation
Sobhan Asasi, Mohamed Ilyes Lakhal, Richard Bowden
Sign Language Translation (SLT) attempts to convert sign language videos into spoken sentences. However, many existing methods struggle with the disparity between visual and textua…