Publications
International journals and conferences
Wenyu Zhang, Li Shen and Chuan Sheng Foo, Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training, arXiv preprint arXiv:2405.02954, 2024
Wenyu Zhang, Li Shen and Chuan Sheng Foo, Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation, in International Conference on Computer Vision (ICCV), 2023.
Ruipeng Sun, Ziyuan Zhao, Li Shen, Zeng Zeng, Yuxin Li, Bharadwaj Veeravalli, Xulei Yang, An Efficient Deep Video Model for Deepfake Detection, International Conference on Image Processing, 2023
Wenyu Zhang, Li Shen and Chuan Sheng Foo, Few-Shot Adaptation of Pre-Trained Networks for Domain Shift, in International Joint Conference on Artificial Intelligence (IJCAI), 2022. (code)
Teck Wee Chua and Li Shen, Contour Detection from Deep Patch-level Boundary Prediction, in IEEE Conference on Signal and Image Processing , 2017
Li Shen, Teck Wee Chua, and Karianto Leman, Shadow Optimization from Structured Deep Edge Detection, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
Rakesh Shiradkar, Li Shen, George Landon, Ping Tan and Ong Sim Heng, A New Perspective on Material Classification and Ink Identification, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
Li Shen, Chuohao Yeo, and Binh-Son Hua, Intrinsic Image Decomposition Using a Sparse Representation of Reflectance, in IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), vol. 35, pp.1437 - 1444, 2013
Qi Zhao, Ping Tan, Qiang Dai, Li Shen, Enhua Wu, and Stephen Lin, A Closed-Form Solution to Retinex with Nonlocal Texture Constraints, in IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), vol. 34, pp 1437-1444, 2012
Li Shen, and Chuohao Yeo, Intrinsic Images Decomposition Using a Local and GlobalSparse Representation of Reflectance, in IEEE Conference on Computer Vision and Patten Recognition (CVPR), (Oral presentation, acceptance rate 3.5%), 2011
Li Shen, and Ping Tan, Photometric stereo and weather estimation using internet images, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2009
Li Shen, Ping Tan and Stephen Lin, Intrinsic Image Decomposition with Non-Local Texture Cues, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2008
Makoto Okabe, Yasuyuki Matsushita, Li Shen and Takeo Igarashi, Illumination Brush: Interactive Design of All-frequency Lighting, in Pacific Graphics (PG), (Oral presentation), 2007
Li Shen, and Haruo Takemura, Spatial Reflectance Recovery under Complex Illumination from Sparse Images, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2006
Li Shen, Takeshi Machida and Haruo Takemura, Efficient photometric stereo technique for three-dimensional surfaces with unknown BRDF, in Proceedings of International Conference on 3-Digital Imaging and Modeling (3DIM), (Oral presentation), 2005
Li Shen, Noboru Babagushi and Tadahiro Kitahashi, A quick method for synthesizing photorealistic color images under various illumination conditions, in Proceedings IEEE and ACM International Symposium on Augmented Reality (ISAR), 2001
Domestic publications
Li Shen and Haruo Takemura, "Inverse Reflectometry for Spatial Materials under General illumination", in Proceeding of Meeting on Image Recognition and Understanding (MIRU ), pp. 1000-1005, Jul. 2006, Japan.
Li Shen, Takashi Machida and Haruo Takemura, "Efficient Photometric Stereo Technique for Three-Dimensional Surfaces with Unknown BRDF", in Proceeding of Meeting on Image Recognition and Understanding (MIRU), pp. 1305-1312, Jul. 2005, Japan.
Li Shen, Takashi Machida and Haruo Takemura, "Object Shape and Reflectance Estimation from a Spare Set of Images", in Proceeding of Meeting on Image Recognition and Understanding (MIRU), pp. 185-187, Jul. 2004, Japan.
Li Shen, Takashi Machida and Haruo Takemura, "An IBR Method for Image Synthesis Using Fractal Image Coding", in Proceedings of the Virtual Reality Society of Japan (VRSJ), pp. 421-422, Sep. 2002, Japan.
Thesis
Li Shen, "Image-based Acquisition of Photorealistic Representation for Real Objects", Graduate School of Information Science and Technology, Osaka University, Jan. 2006.