2 citations · 4 across the 7 of their papers we have counts for
8 papers · 1 filter
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…
SignAgent: Agentic LLMs for Linguistically-Grounded Sign Language Annotation and Dataset Curation
Oliver Cory, Ozge Mercanoglu Sincan, Richard Bowden
This paper introduces SignAgent, a novel agentic framework that utilises Large Language Models (LLMs) for scalable, linguistically-grounded Sign Language (SL) annotation and datase…
SignSparK: Efficient Multilingual Sign Language Production via Sparse Keyframe Learning
Jianhe Low, Alexandre Symeonidis-Herzig, Maksym Ivashechkin +2
Sign Language Production (SLP) faces a fundamental trade-off: direct text-to-pose models suffer from regression-to-the-mean effects, while dictionary-retrieval methods produce disj…
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…
SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work
Harry Walsh, Ed Fish, Ozge Mercanoglu Sincan +19
Sign Language Production (SLP) is the task of generating sign language video from spoken language inputs. The field has seen a range of innovations over the last few years, with th…
VisualSpeaker: Visually-Guided 3D Avatar Lip Synthesis
Alexandre Symeonidis-Herzig, Özge Mercanoğlu Sincan, Richard Bowden
Realistic, high-fidelity 3D facial animations are crucial for expressive avatar systems in human-computer interaction and accessibility. Although prior methods show promising quali…
Modelling the Distribution of Human Motion for Sign Language Assessment
Oliver Cory, Ozge Mercanoglu Sincan, Matthew Vowels +7
Sign Language Assessment (SLA) tools are useful to aid in language learning and are underdeveloped. Previous work has focused on isolated signs or comparison against a single refer…
Spotter+GPT: Turning Sign Spottings into Sentences with LLMs
Ozge Mercanoglu Sincan, Richard Bowden
Sign Language Translation (SLT) is a challenging task that aims to generate spoken language sentences from sign language videos. In this paper, we introduce a lightweight, modular…