Research output per year
Research output per year
Personal profile
Biography
Dr Yi WANG received the BEng in Electronic and Information Engineering and MEng in Signal and Information Processing from Northwestern Polytechnical University, China, respectively, and earned PhD in the School of Electrical and Electronic Engineering from Nanyang Technological University, Singapore, in 2021. Before joining PolyU, he worked as a Research Fellow in the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, from 2021 to 2023. Dr Wang research expertise is in Image/Video Processing, Computer Vision, Machine Learning, Intelligent Transport Systems, and Digital Forensics.
Research interests
Image/Video Processing, Computer Vision, Intelligent Transport Systems, and Digital Forensics.
Teaching
EiE546 Video Technology
Education/Academic qualification
Doctor of Philosophy, Nanyang Technological University
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Collaborations and top research areas from the last five years
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Research output
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A three-stream fusion and self-differential attention network for multi-modal crowd counting
Tang, H., Wang, Y., Lin, Z., Chau, L. P. & Zhuang, H., Jul 2024, In: Pattern Recognition Letters. 183, p. 35-41 7 p.Research output: Journal article publication › Journal article › Academic research › peer-review
4 Citations (Scopus) -
Depth-powered Moving-obstacle Segmentation Under Bird-eye-view for Autonomous Driving
Meng, S., Wang, Y. & Chau, L. P., May 2024, ISCAS 2024 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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Few-shot Class-agnostic Counting with Occlusion Augmentation and Localization
Su, Y., Wang, Y., Yao, L. & Chau, L. P., May 2024, ISCAS 2024 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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Intra- and inter-sector contextual information fusion with joint self-attention for file fragment classification
Wang, Y., Liu, W., Wu, K., Yap, K. H. & Chau, L. P., 12 May 2024, In: Knowledge-Based Systems. 291, 111565.Research output: Journal article publication › Journal article › Academic research › peer-review
1 Citation (Scopus) -
Top-down framework for weakly-supervised grounded image captioning
Cai, C., Wang, S., Yap, K. H. & Wang, Y., 5 Mar 2024, In: Knowledge-Based Systems. 287, 111433.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access9 Citations (Scopus)