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Single Image Super-Resolution via a Holistic Attention Network

Aug 20, 2020
Ben Niu, Weilei Wen, Wenqi Ren, Xiangde Zhang, Lianping Yang, Shuzhen Wang, Kaihao Zhang, Xiaochun Cao, Haifeng Shen

* 16 pages, 6 figures, IEEE International Conference on Computer Vision 

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Face Super-Resolution Guided by 3D Facial Priors

Jul 18, 2020
Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern Menze, Wei Liu

* Accepted as a spotlight paper, European Conference on Computer Vision 2020 (ECCV) 

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Feedback Graph Attention Convolutional Network for Medical Image Enhancement

Jun 24, 2020
Xiaobin Hu, Yanyang Yan, Wenqi Ren, Hongwei Li, Yu Zhao, Amirhossein Bayat, Bjoern Menze

* Magnetic resonance imaging and image enhancement and distortions degrading MRI and graph similarity branch and feedback mechanism 

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Domain Adaptation for Image Dehazing

May 10, 2020
Yuanjie Shao, Lerenhan Li, Wenqi Ren, Changxin Gao, Nong Sang

* Accepted by IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2020 

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DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation

Mar 26, 2020
Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Wenqi Ren


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Nearly Optimal Risk Bounds for Kernel K-Means

Mar 09, 2020
Yong Liu, Lizhong Ding, Hua Zhang, Wenqi Ren, Xiao Zhang, Shali Jiang, Xinwang Liu, Weiping Wang


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UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

Apr 09, 2019
Ye Yuan, Wenhan Yang, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang

* A summary paper on datasets, fact sheets and baseline results in UG$^{2+}$ Challenge (Track 2). More materials are provided in http://www.ug2challenge.org/index.html 

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Single Image Deraining: A Comprehensive Benchmark Analysis

Mar 20, 2019
Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Cesar-Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao


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An Underwater Image Enhancement Benchmark Dataset and Beyond

Jan 11, 2019
Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao

* 12 pages 

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Unsupervised Degradation Learning for Single Image Super-Resolution

Dec 13, 2018
Tianyu Zhao, Wenqi Ren, Changqing Zhang, Dongwei Ren, Qinghua Hu

* 9 pages, 9 figures 

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Benchmarking Single Image Dehazing and Beyond

Aug 27, 2018
Boyi Li, Wenqi Ren, Dengpan Fu, Dacheng Tao, Dan Feng, Wenjun Zeng, Zhangyang Wang

* IEEE Transactions on Image Processing(Accepted to TIP 2018) 

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Improved Techniques for Learning to Dehaze and Beyond: A Collective Study

Jul 30, 2018
Yu Liu, Guanlong Zhao, Boyuan Gong, Yang Li, Ritu Raj, Niraj Goel, Satya Kesav, Sandeep Gottimukkala, Zhangyang Wang, Wenqi Ren, Dacheng Tao

* updated: typo fixed and some other improvements on writing 

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Learning to Deblur Images with Exemplars

May 15, 2018
Jinshan Pan, Wenqi Ren, Zhe Hu, Ming-Hsuan Yang

* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence 2018 

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Fast Single Image Rain Removal via a Deep Decomposition-Composition Network

Apr 08, 2018
Siyuan LI, Wenqi Ren, Jiawan Zhang, Jinke Yu, Xiaojie Guo


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Gated Fusion Network for Single Image Dehazing

Mar 31, 2018
Wenqi Ren, Lin Ma, Jiawei Zhang, Jinshan Pan, Xiaochun Cao, Wei Liu, Ming-Hsuan Yang


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Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel

Aug 11, 2017
Wenqi Ren, Jinshan Pan, Xiaochun Cao, Ming-Hsuan Yang

* ICCV 2017 

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