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cs.CV2025
MHB: Multimodal Handshape-aware Boundary Detection for Continuous Sign Language Recognition
Mingyu Zhao, Zhanfu Yang, Yang Zhou +4
This paper employs a multimodal approach for continuous sign recognition by first using ML for detecting the start and end frames of signs in videos of American Sign Language (ASL)…
cs.CV2025
LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data Generation
Yang Zhou, Shiyu Zhao, Yuxiao Chen +3
Large foundation models trained on large-scale vision-language data can boost Open-Vocabulary Object Detection (OVD) via synthetic training data, yet the hand-crafted pipelines oft…
cs.CV2024
New Capability to Look Up an ASL Sign from a Video Example
Carol Neidle, Augustine Opoku, Carey Ballard +4
Looking up an unknown sign in an ASL dictionary can be difficult. Most ASL dictionaries are organized based on English glosses, despite the fact that (1) there is no convention for…