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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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Lighting the Darkness in the Deep Learning Era


Apr 21, 2021
Chongyi Li, Chunle Guo, Linghao Han, Jun Jiang, Ming-Ming Cheng, Jinwei Gu, Chen Change Loy

* 19 pages 

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Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network


Apr 19, 2021
Ruicheng Feng, Chongyi Li, Huaijin Chen, Shuai Li, Chen Change Loy, Jinwei Gu

* CVPR 2021 camera-ready version 

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Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation


Mar 01, 2021
Chongyi Li, Chunle Guo, Chen Change Loy

* This work is an extension of our earlier conference version arXiv:2001.06826 (Zero-DCE) that has appeared in CVRP2020. This paper was accepted by TPAMI 

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The Orientation Estimation of Elongated Underground Objects via Multi-Polarization Aggregation and Selection Neural Network


Jan 29, 2021
Hai-Han Sun, Yee Hui Lee, Chongyi Li, Genevieve Ow, Mohamed Lokman Mohd Yusof, Abdulkadir C. Yucel


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Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images


Nov 26, 2020
Qijian Zhang, Runmin Cong, Chongyi Li, Ming-Ming Cheng, Yuming Fang, Xiaochun Cao, Yao Zhao, Sam Kwong

* Accepted by IEEE Transactions on Image Processing, EORSSD dataset: https://github.com/rmcong/EORSSD-dataset 

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CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection


Nov 10, 2020
Qijian Zhang, Runmin Cong, Junhui Hou, Chongyi Li, Yao Zhao

* Accepted by NeurIPS 2020 

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Flexible Piecewise Curves Estimation for Photo Enhancement


Oct 26, 2020
Chongyi Li, Chunle Guo, Qiming Ai, Shangchen Zhou, Chen Change Loy

* 16 pages 

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A Parallel Down-Up Fusion Network for Salient Object Detection in Optical Remote Sensing Images


Oct 02, 2020
Chongyi Li, Runmin Cong, Chunle Guo, Hua Li, Chunjie Zhang, Feng Zheng, Yao Zhao

* Neurocomputing, 415, pp. 411-420, 2020 

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Image Colorization: A Survey and Dataset


Aug 25, 2020
Saeed Anwar, Muhammad Tahir, Chongyi Li, Ajmal Mian, Fahad Shahbaz Khan, Abdul Wahab Muzaffar


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NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal


Aug 07, 2020
Chongyi Li, Huazhu Fu, Runmin Cong, Zechao Li, Qianqian Xu

* ACM MM2020 

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RGB-D Salient Object Detection with Cross-Modality Modulation and Selection


Jul 14, 2020
Chongyi Li, Runmin Cong, Yongri Piao, Qianqian Xu, Chen Change Loy

* ECCV2020 

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Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement


Jan 19, 2020
Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou, Sam Kwong, Runmin Cong


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Diving Deeper into Underwater Image Enhancement: A Survey


Jul 17, 2019
Saeed Anwar, Chongyi Li


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Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images


Jun 20, 2019
Chongyi Li, Runmin Cong, Junhui Hou, Sanyi Zhang, Yue Qian, Sam Kwong

* 11 pages, 8 figures, has been accepted by TGRS 

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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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Deep Underwater Image Enhancement


Jul 10, 2018
Saeed Anwar, Chongyi Li, Fatih Porikli

* 12 pages, 11 figures 

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A Cascaded Convolutional Neural Network for Single Image Dehazing


Mar 21, 2018
Chongyi Li, Jichang Guo, Fatih Porikli, Huazhu Fu, Yanwei Pang

* This manuscript is accepted by IEEE ACCESS 

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Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer


Jan 03, 2018
Chongyi Li, Jichang Guo, Chunle Guo

* IEEE Signal Processing Letters 2018 
* Submitted to IEEE Signal Processing Letters 

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DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement


Dec 02, 2017
Chongyi Li, Jichang Guo, Fatih Porikli, Chunle Guo, Huzhu Fu, Xi Li

* 8 pages, 8 figures, submitted to CVPR 2018 

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