Benjia Zhou, Ph.D, Macau University of Science and Technology
Email: zhou.benjia0228@gmail.com
Goolge Scholar
ResearchGate
DBLP URL
Recent News
- 2024-03: One paper about Gloss-free Sign Language Translation (SLT) was accepted by COLING 2024
- 2023-07: One paper about RGB-D action recognition was accepted by ACM MM 2023
- 2023-07: One paper about Sign Language Translation (SLT) was accepted by ICCV 2023
Biography
I received the B.Eng. degree from the Minzu University of China, Beijing, China, in 2019, and I am currently pursuing a PhD degree at Macau University of Science and Technology, Macau, China.
My research interests focus on action/gesture recognition and sign language recognition/translation/generation and skeleton-based action generation.
Research Interests
Computer Vision · Deep Learning · Video Understanding · Motion Recognition · Sign Language Translation
Selected Awards and Honors
- Recipient of the second prize of the IEEE Finland Jt. Chapter SP/CAS Best Paper Award (2022)
- 2nd Place on Results of the HEART-MET Gesture Recognition and Activity Recognition Challenges.
- 4nd Place on ICIAP Multimodal Action Recognition Competition.
Publications
Conference Papers (selected papers, full paper list)
- Zhou, B., Chen, Z., Clapés, A., Wan, J., Liang, Y., Escalera, S., … & Zhang, D. “Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining”, ICCV 2023.
- Yujun Ma, Benjia Zhou, Ruili Wang, Pichao WANG, “Multi-stage Factorized Spatio-Temporal Representation for RGB-D Action and Gesture Recognition”, ACM MM 2023.
- Zhou, B., Wang, P., Wan, J., Liang, Y., Wang, F., Zhang, D., … & Jin, R. Decoupling and recoupling spatiotemporal representation for RGB-D-based motion recognition, CVPR 2022.
- Zhou, B., Li, Y., & Wan, J. Regional attention with architecture-rebuilt 3d network for rgb-d gesture recognition, AAAI 2021.
- Zhou, B., Wan, J., Liang, Y., & Guo, G. Adaptive cross-fusion learning for multi-modal gesture recognition, VRIH 2021.
- Chen, Z., Zhou, B., Li, J., Wan, J., Lei, Z., Jiang, N., … \& Zhao, G. Factorized Learning Assisted with Large Language Model for Gloss-free Sign Language Translation, COLING 2024.
Journal Articles (selected papers, full paper list)
- Benjia Zhou, Pichao Wang, Jun Wan, Liangliang Yan, and Fan Wang, “A Unified Multimodal De-and Re-coupling Framework for RGB-D Motion Recognition”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.
- Yu, Z., Zhou, B., Wan, J., Wang, P., Chen, H., Liu, X., … & Zhao, G. Searching multi-rate and multi-modal temporal enhanced networks for gesture recognition. IEEE Transactions on Image Processing (TIP), 2021.
Invited Conference Reviewer:
AAAI’23, AAAI’24, FG’24, IJCAI’24, ACM MM’24
Invited Journal Reviewer:
CIBM’24, JMIR’24, TCSVT’24