Wenqi Ren 任文琦



Assistant Professor

State Key Laboratory of Information Security, IIE, CAS.

Email: rwq.renwenqi@gmail.com

Biography

I am now an assistant professor with State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences. I received my Ph.D. degree in School of Computer Science and Technology, Tianjin University. My supervisor is Prof. Xiaochun CaoDuring 2015 to 2016, I was a visiting Ph.D. student in Vision and Learning Lab at Electrical Engineering and Computer Science, University of California at Merced, working with Prof. Ming-Hsuan Yang.


My research interest includes computer vision and image processing. 

News

Publications [My Google Scholar]

 Single Image Dehazing via Multi-Scale Convolutional Neural Networks with Holistic Edges
Wenqi Ren, Jinshan Pan, Hua Zhang, Xiaochun Cao, and Ming-Hsuan Yang
International Journal of Computer Vision (IJCV) 2019 

Single Image Dehazing via Multi-Scale Convolutional Neural Networks
Wenqi Ren, Si Liu, Hua Zhang, Jinshan Pan, Xiaochun Cao, and Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), Amsterdam, October 2016.
[Paper][Project Page][Matlab Code][Github-Tensorflow]
 
Semi-Supervised Image Dehazing 
Lerenhan Li, Yunlong Dong, Wenqi Ren, Jinshan Pan, Changxin Gao, Nong Sang, Ming-Hsuan Yang

IEEE Transactions on Image Processing (TIP), 2019
[Paper][Code]

  
Face Video Deblurring using 3D Facial Priors
Wenqi Ren#, Jiaolong Yang#, Senyou Deng, David Wipf, Xiaochun Cao, and Xin Tong  
IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 2019, (oral)
[Paper][Project Page]
  
Single Image Rain Removal via a Deep Decomposition-Composition Network Siyuan Li, Wenqi Ren, Jiawan Zhang, and Xiaojie Guo Computer Vision and Image Understanding (CVIU), 2019 [Paper][Code]
 

 
Low-Light Image Enhancement via a Deep Hybrid Network  
Wenqi Ren, Sifei Liu, Lin Ma, Qianqian Xu, Xiangyu Xu, Xiaochun Cao,
Junping Du, and Ming-Hsuan Yang
IEEE Transactions on Image Processing (TIP), Volume: 28 , Issue: 9, Page(s): 4364 - 4375, Sept. 2019
[Paper] [Code]
  
Single Image Deraining: A Comprehensive Benchmark Analysis
Siyuan Li
#, I. B. Araujo#, Wenqi Ren*, Zhangyang Wang*, E. K. Tokuda, R. Hirata, R. Cesar, Jiawan Zhang, Xiaojie Guo, and Xiaochun Cao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Long Beach, June 2019.
[Paper][Project]
 
Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation
  

Wenqi Ren, Jiawei Zhang, Lin Ma, Jinshan Pan, Xiaochun Cao, Wangmeng Zuo, Wei Liu, and Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), Montreal, Canada, Dec. 2018.
[Paper][Poster][Github]

  
Deep Video Dehazing with Semantic Segmentation
Wenqi Ren, Jingang Zhang, Xiangyu Xu, Lin Ma, Xiaochun Cao, Gaofeng Meng, and Wei Liu
IEEE Transactions on Image Processing (TIP), 28(4): 1895-1908, April 2019
[Paper]
 Benchmarking Single Image Dehazing and Beyond
Boyi Li, Wenqi Ren, Dengpan Fu, Dacheng Tao, Dan Feng, Wenjun Zeng, and Zhangyang Wang
IEEE Transactions on Image Processing (TIP), 
28 (1): 492-505, January 2019
[Paper][Project Page]
 
 Gated Fusion Network for Single Image Dehazing 
Wenqi Ren, Lin Ma, Jiawei Zhang, Jinshan Pan, XiaochunCao, Wei Liu and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Jun. 2018.
[Paper][Project Page][Code]
 
 
Rendering Portraitures from Monocular Camera and Beyond
Xiangyu Xu, Deqing Sun, Sifei Liu, Wenqi Ren, Yujin Zhang, Ming-Hsuan Yang, and Jian Sun

European Conference on Computer Vision (ECCV ), Munich, Germany, Sept. 2018.
[Paper]
  
Learning to Deblur Images with Exemplars
Jinshan Pan#Wenqi Ren#, Zhe Hu#, and Ming-Hsuan Yang

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018.
[Paper][Code]
  
FEED-Net: Fully End-To-End Dehazing
Shengdong Zhang, Wenqi Ren*, Jian Yao
IEEE International Conference on Multimedia and Expo (ICME), 2018
  
Recolored Image Detection via a Deep Discriminative Model 
Yanyang Yan, Wenqi Ren, and XiaochunCao
IEEE Transactions on Information Forensics and Security (TIFS), 2018.
[Paper][Project Page][Dataset]
  
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel 
Wenqi Ren, Jinshan Pan, XiaochunCao and Ming-Hsuan Yang
IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October 2017.
[Paper][Project Page]
  Image Deblurring via  Extreme Channels Prior 
Yanyang Yan, Wenqi Ren, Yuanfang Guo, Rui Wang, and Xiaochun Cao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, July 2017.
[Paper][Project Page][Matlab Code]
   
Image Deblurring via Enhanced Low-Rank Prior
Wenqi Ren, Xiaochun Cao, Jinshan Pan, Xiaojie Guo, Wangmeng Zuo, and Ming-Hsuan Yang
IEEE Trans. on Image Processing(TIP), 25(7), 3426-3437, 2016.
[Paper] [Project Page] [Matlab Code]
 
 
SketchNet: Sketch Classification with Web Images
Hua Zhang, Si Liu, Changqing Zhang, Wenqi Ren, Rui Wang, Xiaochun Cao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, June 2016.
[Paper]
 
Scene Text Deblurring Using Text-specific Multi-scale Dictionaries
Xiaochun Cao, Wenqi Ren, Wangmeng Zuo, Xiaojie Guo, and Hassan Foroosh
IEEE Transactions on Image Processing (TIP), 24(4), 1302-1314, 2015.
 
Anisotropic Second and Fourth Order Diffusion Models based on Convolutional Virtual Electric Field for Image Denoising
Yuanquan Wang, Wenqi Ren and Huaibin Wang
Computer & Mathematics with Applications, 66(10): 1729-1742 (2013)
               

GVC-based Fourth-order Anisotropic Diffusion for Image Denoising
Wenqi Ren and Yuanquan Wang
Optics and Precision Engineering, 21(10), 2713-2719 (2013)
 

Image Denoising using Anisotropic Second and Fourth Order Diffusions based on Gradient    Vector Convolution
Huaibin Wang, Yuanquan Wang, Wenqi Ren
Computer Science and Information Systems, 9(4): 1493-1511(2012)

Professional Service

    Reviewer
       IEEE Transactions on Pattern Analysis and Machine Intelligence
         IEEE Transactions on Image Processing
         IEEE Transactions on Neural Networks and Learning System
         IEEE Transactions on Circuits and Systems for Video Technology
         Computer Vision and Image Understanding
         Neurocomputing
         IEEE Signal Processing Letters
         IET Image Processing
         The Visual Computer
         ......

         CVPR 2017/2018, ICCV 2017, ECCV 2018, NIPS2018, ACCV2016/2018


Computer Vision Resources

 

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