Xianhui Lin
Alibaba Group
10 Papers
Xianhui Lin is an academic researcher from Alibaba Group. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 3, co-authored 4 publications.
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Papers
•Proceedings Article
Blind Face Restoration via Deep Multi-scale Component Dictionaries
Xiaoming Li,Chaofeng Chen,Chaofeng Chen,Shangchen Zhou,Xianhui Lin,Wangmeng Zuo,Lei Zhang +6 more
- 01 Aug 2020
TL;DR: Zhang et al. as mentioned in this paper proposed a deep face dictionary network (DFDNet) to guide the restoration process of degraded observations, which used K-means to generate deep dictionaries for perceptually significant face components (left/right eyes, nose and mouth) from high-quality images.
146
Progressive Semantic-Aware Style Transformation for Blind Face Restoration
Chaofeng Chen,Xiaoming Li,Lingbo Yang,Xianhui Lin,Lei Zhang,Kwan-Yee K. Wong +5 more
- 01 Jun 2021
TL;DR: Zhang et al. as mentioned in this paper proposed a new progressive semantic-aware style transformation framework, named PSFR-GAN, which makes full use of the semantic (parsing maps) and pixel (LQ images) space information from different scales of input pairs.
•Posted Content
Progressive Semantic-Aware Style Transformation for Blind Face Restoration
TL;DR: A new progressive semantic-aware style transformation framework, named PSFR-GAN, for face restoration, which makes full use of the semantic and pixel space information from different scales of input pairs and pretrain a face parsing network which can generate decent parsing maps from real-world LQ face images.
106
NTIRE 2023 Video Colorization Challenge
Xiaoyang Kang,Xianhui Lin,Kai Zhang,Zheng Hui,Wangmeng Xiang,Ju He,Xiaoming Li,Peiran Ren,Xuansong Xie,Radu Timofte,Yixin Yang,Jinshan Pan,Zhong Zheng,Peng Qiyan,Jiangxin Zhang,Jinhui Dong,Jinjing Tang,Chichen Li,Lin Li,Qirong Liang,Ruipeng Gang,Xiaofeng Liu,Shuang Feng,Shuai Li,Hao Wang,Chaoyu Feng,Furui Bai,Yuqian Zhang,Guangqi Shao,Xiaotao Wang,Lei Lei,Si-Yu Chen,Yu Zhang,Hanning Xu,Zheyuan Liu,Zhao Zhang,Yan Luo,Zhichao Zuo +37 more
- 01 Jun 2023
TL;DR: This paper reviews the video colorization challenge on the New Trends in Image Restoration and Enhancement (NTIRE) workshop, held in conjunction with CVPR 2023, and uses DeOldify-video as the baseline method for two tracks.
29
Evaluation of tracer kinetic parameters in cervical cancer using dynamic contrast-enhanced MRI as biomarkers in terms of biological relevance, diagnostic performance and inter-center variability
Xue Wang,Shujian Li,Xianhui Lin,Yi Luo,Chuanwan Mao,Zhijun Ye,Xue-sheng Li,Tong San Koh,Jie Li,Jingjing Liu,Xiaoyue Ma,Jingliang Cheng,Gang Ning,Zhihan Yan,Zujun Hou +14 more
TL;DR: Parameter Ve was similar to the expression of Ki-67 in revealing the proliferation of tissue cells, attained good performance in diagnosis of cervical cancer, and demonstrated consistent findings on measured values across MRI scanners.