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Learnable Reconstruction Methods from RGB Images to Hyperspectral Imaging: A Survey


Jun 30, 2021
Jingang Zhang, Runmu Su, Wenqi Ren, Qiang Fu, Yunfeng Nie


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A Comprehensive Survey on Image Dehazing Based on Deep Learning


Jun 07, 2021
Jie Gui, Xiaofeng Cong, Yuan Cao, Wenqi Ren, Jun Zhang, Jing Zhang, Dacheng Tao

* Paper accepted at IJCAI 2021 (Survey Track) 

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Reciprocal Feature Learning via Explicit and Implicit Tasks in Scene Text Recognition


May 13, 2021
Hui Jiang, Yunlu Xu, Zhanzhan Cheng, Shiliang Pu, Yi Niu, Wenqi Ren, Fei Wu, Wenming Tan

* Accepted by ICDAR 2021 

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LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment


May 13, 2021
Liang Qiao, Zaisheng Li, Zhanzhan Cheng, Peng Zhang, Shiliang Pu, Yi Niu, Wenqi Ren, Wenming Tan, Fei Wu

* Accepted by ICDAR2021 

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Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior


May 09, 2021
Kaihao Zhang, Wenhan Luo, Yanjiang Yu, Wenqi Ren, Fang Zhao, Changsheng Li, Lin Ma, Wei Liu, Hongdong Li


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Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding


Apr 27, 2021
Chongyi Li, Saeed Anwar, Junhui Hou, Runmin Cong, Chunle Guo, Wenqi Ren

* Accepted by IEEE Transactions on Image Processing 

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Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework


Mar 23, 2021
Kaihao Zhang, Dongxu Li, Wenhan Luo, Wen-Yan Lin, Fang Zhao, Wenqi Ren, Wei Liu, Hongdong Li


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Progressive residual learning for single image dehazing


Mar 14, 2021
Yudong Liang, Bin Wang, Jiaying Liu, Deyu Li, Yuhua Qian, Wenqi Ren


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Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal


Mar 12, 2021
Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Lin Ma, Hongdong Li


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ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring


Mar 07, 2021
Dongxu Li, Chenchen Xu, Kaihao Zhang, Xin Yu, Yiran Zhong, Wenqi Ren, Hanna Suominen, Hongdong Li

* Preprint for CVPR 2021 Poster 

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Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation


Feb 23, 2021
Weijie Chen, Luojun Lin, Shicai Yang, Di Xie, Shiliang Pu, Yueting Zhuang, Wenqi Ren


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Progressive Depth Learning for Single Image Dehazing


Feb 21, 2021
Yudong Liang, Bin Wang, Jiaying Liu, Deyu Li, Sanping Zhou, Wenqi Ren


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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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