Vision and Learning Lab is led by Dr. Li Cheng at the Department of Electrical and Computer Engineering, University of Alberta. Our research centers around computer vision, machine learning, visual behavior analysis, biomedical image anlysis, and multimedia signal processing.

News

Welcome Hamid Mohammadi, who recently joined in our lab as a Ph.D. student.

Jingjing has been awarded the Andrew Stewart Memorial Graduate Prize. Congratulations!

Congratulates to Dr. Wei Ji for successfully defending his PhD thesis! We wish him continued success and innovation in his future endeavors.

Our paper "MoMask: Generative Masked Modeling of 3D Human Motions " is accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024!

Congratulates to Dr. Chuan Guo for successfully defending his PhD thesis! We wish him all the best in his future endeavors and are confident that his work will continue to inspire and lead to significant advancements.

Recent Publications

Chuan Guo, Yuxuan Mu, Muhammad Gohar Javed, Sen Wang, Li Cheng (2024). MoMask: Generative Masked Modeling of 3D Human Motions. Computer Vision and Pattern Recognition (CVPR).

Chuan Guo, Yuxuan Mu, Xinxin Zuo, Peng Dai, Youliang Yan, Juwei Lu, Li Cheng (2024). Generative Human Motion Stylization in Latent Space. International Conference on Learning Representations (ICLR).

Jingjing Li, Wei Ji, Size Wang, Wenbo Li, Li Cheng (2023). DVSOD: RGB-D Video Salient Object Detection. Neural Information Processing Systems (NeurIPS).

Dataset Project

Wei Ji, Jingjing Li, Cheng Bian, Zhicheng Zhang, Li Cheng (2023). SemanticRT: A Large-Scale Dataset and Method for Robust Semantic Segmentation in Multispectral Images. ACM International Conference on Multimedia.

Wei Ji, Jingjing Li, Qi Bi, Tingwei Liu, Wenbo Li, Li Cheng (2023). Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications. Workshop on Vision-based InduStrial InspectiON at CVPR 2023 (Best Paper), 1-11.

See all publications

Journal Club

Coming Talks:

WalkTheDog: Cross-Morphology Motion Alignment via Phase Manifolds
- By Yilin, July 22, 2024 - [Talk Slides] [Original Paper]
Improving Semantic Correspondence with Viewpoint Guided Spherical Maps
- By Siyuan, July 22, 2024 - [Talk Slides] [Original Paper]

Finished Talks:

Animate Anyone & MusePose
- By Yande, June 10, 2024 - [Talk Slides]
Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis
- By Ji, June 10, 2024 - [Talk Slides] [Original Paper]

Check Full List.