Minshan Xie

谢敏珊

Postdoctoral Fellow

Centre for Perceptual and Interactive Intelligence
The Chinese University of Hong Kong

Email: msxie92@gmail.com


Biography

She is currently a Postdoctoral Fellow at the Centre for Perceptual and Interactive Intelligence and an Honorary Postdoctoral Fellow at The Chinese University of Hong Kong (CUHK), under the supervision of Prof. Liwei Wang. Previously, she held a Postdoctoral Fellowship at CUHK, supervised by Prof. Tien-Tsin Wong.
She earned her Ph.D. in Computer Science and Engineering from CUHK, also under the supervision of Prof. Tien-Tsin Wong. Prior to that, she received her M.Phil. degree in Computer Science and Technology from South China University of Technology (SCUT) in 2018, supervised by Prof. Xuemiao Xu, and her B.Eng. degree in Software Engineering from SCUT in 2015.
Her research interests cover Image Processing, Computer Vision and Deep Learning, with a particular focus on supporting manga and anime production through deep learning technologies. She is currently working on Generative AI for content creation and diffusion models for image and video processing.

News!!!

Publications [Google Scholar]


ColorDiffuser: Video Colorization with Pretrained Text-to-Image Diffusion Models.
Hanyuan Liu*, Minshan Xie*, Jinbo Xing, Chengze Li, Chi Sing Leung, & Tien-Tsin Wong.
Proceedings of the 33rd ACM International Conference on Multimedia (ACMMM), 2025



BlueNeg: A 35mm Negative Film Dataset for Restoring Channel-Heterogeneous Deterioration
Hanyuan Liu, Chengze Li, Minshan Xie, Zhenni Wang, Jiawen Liang, Chi Sing Leung, and Tien-Tsin Wong.
IEEE/CVF International Conference on Computer Vision (ICCV), 2025
[ Project ]



AppareKappore © Kanno Hirosh
Advancing Manga Analysis: Comprehensive Segmentation Annotations for Manga109 dataset
Minshan Xie, Jian Lin, Hanyuan Liu, Chengze Li, Tien-Tsin Wong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
[ Paper] [ Project ]



Screentone‐Preserved Manga Retargeting
Minshan Xie, Menghan Xia, Chengze Li, Xueting Liu, Tien-Tsin Wong
In Eurographics 2025: the 46nd Annual Conference of the European Association for Computer Graphics
Computer Graphics Forum, 2025
[ Paper]



Synchronized Multi‐Frame Diffusion for Temporally Consistent Video Stylization
Minshan Xie, Hanyuan Liu, Chengze Li, Tien-Tsin Wong
In Eurographics 2025: the 46nd Annual Conference of the European Association for Computer Graphics
Computer Graphics Forum, 2025
[ Paper]


Text-guided texturing by synchronized multi-view diffusion
Yuxin Liu, Minshan Xie, Hanyuan Liu, Tien-Tsin Wong
SIGGRAPH Asia, 2024
[ Paper] [ Code ]



© ini_pmh
Sketch2manga: Shaded manga screening from sketch with diffusion models
Jian Lin, Chengze Li, Xueting Liu, Minshan Xie, Tien-Tsin Wong
IEEE International Conference on Image Processing (ICIP), 2024
[ Paper] [ Code ]


A Learned Compact and Editable Light Field Representation
Menghan Xia, Jose Echevarria, Minshan Xie, Tien-Tsin Wong
IEEE transactions on visualization and computer graphics (TVCG), 2022
[ Paper] [ Code ]


Seamless Manga Inpainting with Semantics Awareness
Minshan Xie, Menghan Xia, Xueting Liu, Chengze Li, Tien-Tsin Wong
ACM Transactions on Graphics (ACM TOG), SIGGRAPH, 2021, 40(4), 1-11.
[ Project] [ Paper ] [ Code ]


Exploiting Aliasing for Manga Restoration
Minshan Xie*, Menghan Xia*, Tien-Tsin Wong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 13405-13414. 2021.
[ Project] [ Paper ] [ Code ]


Manga Filling Style Conversion with Screentone Variational Autoencoder
Minshan Xie*, Chengze Li*, Xueting Liu, Tien-Tsin Wong
ACM Transactions on Graphics (ACM TOG), SIGGRAPH Asia, 2020
[ Project] [ Paper] [ Code ]


Perceptual-Aware Sketch Simplification Based on Integrated VGG Layers
Xuemiao Xu, Minshan Xie, Peiqi Miao, Wei Qu, Wenpeng Xiao, Huaidong Zhang, Xueting Liu, Tien-Tsin Wong
IEEE transactions on visualization and computer graphics (TVCG), 2019, 27(1), 178-189.
[ Paper]


ASCII art synthesis from natural photographs
Xuemiao Xu, Linyuan Zhong, Minshan Xie, Xueting Liu, Jing Qin, Tien-Tsin Wong
IEEE transactions on visualization and computer graphics (TVCG), 2016, 23(8), 1910-1923.
[ Paper]


Texture-aware ASCII art synthesis with proportional fonts
Xuemiao Xu, Linyuan Zhong, Minshan Xie, Jing Qin, Yilan Chen, Qiang Jin, Tien-Tsin Wong, Guoqiang Han
Proceedings of the workshop on non-photorealistic animation and rendering (NPAR) 2015: 183-193.
[ Paper]