Yuezhou Li

Email / Google Scholar / Github / dblp / ORCID iD icon ORCID

I am a Ph.D candidate at Fujian Provincial Key Laboratory of Networking Computing and Intelligent Information Processing, College of Computer and Data Science, Fuzhou University. My research interests are visual tracking, low-light image/video enhancement, deep learning and computer vision.

Research Paper

	Perceptual Decoupling with Heterogeneous Auxiliary Tasks for Joint Low-Light Image Enhancement and Deblurring Yuezhou Li, Rui Xu, Yuzhen Niu✉, Wenzhong Guo, Tiesong Zhao. IEEE Transactions on Multimedia (TMM), vol.26, pp. 6663 - 6675, 2024. Solving multiple image degradations.
	Bilateral Interaction for Local-Global Collaborative Perception in Low-Light Image Enhancement Rui Xu, Yuezhou Li(co-first author), Yuzhen Niu✉, Huangbiao Xu, Yuzhong Chen, Tiesong Zhao. IEEE Transactions on Multimedia (TMM)**, DOI: 10.1109/TMM.2024.3413293, 2024.
	Vision-Language Action Knowledge Learning for Semantic-Aware Action Quality Assessment Huangbiao Xu, Xiao Ke✉, Yuezhou Li, Rui Xu, Huanqi Wu, Wenzhong Guo. In Proceedings of the European Conference on Computer Vision (ECCV), Accepted, 2024.
	MiNet: Weakly-Supervised Camouflaged Object Detection through Mutual Interaction between Region and Edge Cues Yuzhen Niu, Lifen Yang, Rui Xu✉, Yuezhou Li, Yuzhong Chen. In Proceedings of the ACM Multimedia (ACM MM), Poster, 2024.
	Zero-referenced Enlightening and Restoration for UAV Nighttime Vision Yuezhou Li, Yuzhen Niu✉, Rui Xu, Yuqi He. IEEE Geoscience and Remote Sensing Letters (GRSL), vol. 21, NO.8002105, 2024. [supplymental doc]
	Zero-referenced Low-light Image Enhancement with Adaptive Filter Network Yuezhou Li, Yuzhen Niu✉, Rui Xu, Yuzhong Chen. Engineering Applications of Artificial Intelligence, vol. 124, NO.106611 2023. A lightweight model for enlightening dark images with no GT training.
	Efficient Encoder-Decoder Network with Estimated Direction for SAR Ship Detection Yuzhen Niu, Yuezhou Li, Jiangyi Huang, Yuzhong Chen✉. IEEE Geoscience and Remote Sensing Letters (GRSL), vol. 19, NO.4504405, 2022. [supplymental doc]
	Learning Deep Convolutional Descriptor Aggregation for Efficient Visual Tracking Xiao Ke, Yuezhou Li(co-first author), Wenzhong Guo✉, Yanyan Huang. Neural Computing and Applications**, vol. 34, pp. 3745–3765, 2022. [project page] / [supplymental doc] / [raw results]
	Template Enhancement and Mask Generation for Siamese Tracking Xiao Ke, Yuezhou Li, Yu Ye, Wenzhong Guo✉. IEEE Signal Processing Letters (SPL). vol. 28, pp. 279-283, 2021. [raw results]

Contests

Visual Object Tracking VOT2020 Challenge

ECCV2020 Workshops. Glasgow, UK, Aug-8th, 2020.

SiamEM: Ranked 18/37 in baseline challenge.

Yuezhou Li✉, Yu Ye, Xiao Ke

Co-Authored: The Eighth Visual Object Tracking VOT2020 Challenge Results. in Proceedings of the European Conference on Computer Vision Workshops, 2020.

Visual Object Tracking VOT2021 Challenge

ICCV2021 Workshops. Montreal, Canada, Oct-16th, 2021.

SiamEM_R: Ranked 19/53 in real-time (RT) challenge.

Yuezhou Li✉, Yu Ye, Xiao Ke, Yanyan Huang, Yuzhen Niu

Co-Authored: The Ninth Visual Object Tracking VOT2021 Challenge Results. in Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021.

Academic Services

Reviewer

IEEE Transactions on Image Processing (TIP)

Pattern Recognition (PR)

Information Fusion

Neural Networks

IEEE Geoscience and Remote Sensing Letters (GRSL)

Journal of Real-Time Image Processing

Multimedia Systems

Cognitive Computation

Teaching

CS130FZU DATABASE

Maynooth International Engineering College, Fuzhou University.

2022-2023, Autumn Term. Assistant at labs and exams.