Search Results for author: Ronglai Zuo

Found 4 papers, 2 papers with code

Natural Language-Assisted Sign Language Recognition

1 code implementation CVPR 2023 Ronglai Zuo, Fangyun Wei, Brian Mak

Sign languages are visual languages which convey information by signers' handshape, facial expression, body movement, and so forth.

Sign Language Recognition

Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal

no code implementations26 Dec 2022 Ronglai Zuo, Brian Mak

We name the CSLR model trained with the above auxiliary tasks as consistency-enhanced CSLR, which performs well on signer-dependent datasets in which all signers appear during both training and testing.

Disentanglement Sentence Embedding +2

Two-Stream Network for Sign Language Recognition and Translation

1 code implementation2 Nov 2022 Yutong Chen, Ronglai Zuo, Fangyun Wei, Yu Wu, Shujie Liu, Brian Mak

RGB videos, however, are raw signals with substantial visual redundancy, leading the encoder to overlook the key information for sign language understanding.

Sign Language Recognition Sign Language Translation +2

C2SLR: Consistency-Enhanced Continuous Sign Language Recognition

no code implementations CVPR 2022 Ronglai Zuo, Brian Mak

The backbone of most deep-learning-based continuous sign language recognition (CSLR) models consists of a visual module, a sequential module, and an alignment module.

Sentence Embedding Sentence-Embedding +1

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