📍 ABN-02b-11, NTU, SG
đź“§lichongyi25 at gmail.com
đź“§chongyi.li at ntu.edu.sg
[GitHub]
[DBLP]
[Google Scholar]
2021/10 - , I am a Research Assistant Professor with the School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore.
2020/01 - 2021/10, I was a research fellow at the MMLab@NTU and worked with Dr. Chen Change Loy, School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore.
2018/10 - 2020/01, I was a postdoctoral fellow and worked with Chair Prof. Sam Kwong (IEEE Fellow), Department of Computer Science, City University of Hong Kong (CityU), Kowloon, Hong Kong.
2016/12 - 2017/12, I was a joint Ph.D. student at Research School of Engineering, Australian National University (ANU), Canberra, Australia, under the supervision of Prof. Fatih Porikli (IEEE Fellow).
2014/09 - 2018/07, I was a Ph.D. student at School of Electrical and Information Engineering, Tianjin University (TJU), Tianjin, China, under the supervision of Prof. Jichang Guo.
We are looking for Research Fellow, Research Assistant, and Project Officer who want to conduct research and develop advanced deep learning algorithms for image and video enhancement and restoration, computational imaging, and image signal processor. [Join Us]
My primary reseach interests include artificial intelligence, machine learning, computer vision, and image processing, particularly in the domains of
CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment
2022
Chongyi Li, Chunle Guo, Ruicheng Feng, Shangchen Zhou, and Chen Change Loy.
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BeautyREC: Robust, Efficient, and Content-preserving Makeup Transfer
2022
Qixin Yan, Chunle Guo, Chen Change Loy, and Chongyi Li.
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Code
Revisiting RAW Data for Seeing in the Dark
2022
Linghao Han, Xin Jin, Zhen Li, Chunle Guo, Zhi Chai, and Chongyi Li.
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LEDNet: Joint Low-light Enhancement and Deblurring in the Dark
2022
Shangchen Zhou, Chongyi Li, Chen Change Loy.
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Dataset
Flare7K: A Phenomenological Nighttime Flare Removal Dataset
2022
Yuekun Dai, Chongyi Li, Shangchen Zhou, Ruicheng Feng, and Chen Change Loy.
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Dataset
Video
Towards Robust Blind Face Restoration with Codebook Lookup TransFormer
2022
Shangchen Zhou, Kelvin C. K. Chan, Chongyi Li, and Chen Change Loy.
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Video
Low-Light Image Enhancement Online Platform
Different algorithms demand various configurations, GPU versions, and hardware specifications that are prohibitive to beginners who are new to this area and may not even have GPU resources. We contribute an online plateform.
Website
Mobile Intelligent Photography & Imaging
1st MIPI workshop @ ECCV 2022
Chongyi Li, Shangchen Zhou, Ruicheng Feng, Jun Jiang, Wenxiu Sun, Qingyu Yang, Qingpeng Zhu, Chen Change Loy, and Jinwei Gu.
Website
Image Dehazing Transformer with Transmission-Aware 3D Position Embedding
CVPR, 2022
Chunle Guo, Qixin Yan, Saeed Anwar, Runmin Cong, Wenqi Ren, and Chongyi Li+.
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Code
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement
TIP, 2022
Weidong Zhang, Peixian Zhuang, Haihan Sun, Guohou Li, Sam Kwong, and Chongyi Li+.
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Code
Global-and-Local Collaborative Learning for Co-Salient Object Detection
TCYB, 2022
Runmin Cong, Ning Yang, and Chongyi Li+, Huazhu Fu, Yao Zhao, Qingming Huang, and Sam Kwong.
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Code
Underwater Image Enhancement Quality Evaluation: Benchmark Dataset and Objective Metric
TCSVT, 2022
Qiuping Jiang, Yuses Gu, Chongyi Li, Runmin Cong, and Feng Shao.
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Dataset
Under-Display Camera Image Enhancement via Cascaded Curve Estimationc
TIP, 2022
Jun Luo, Wenqi Ren, Tao Wang, Chongyi Li, and Xiaochun Cao.
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Low-Light Image and Video Enhancement Using Deep Learning: A Survey
TPAMI, 2021
Chongyi Li, Chunle Guo, Linghao Han, Jun Jiang, Ming-Ming Cheng, Jinwei Gu, Chen Change Loy.
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Dataset
Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network
CVPR, 2021
Ruicheng Feng, Chongyi Li, Huaijin Chen, Shuai Li, Chen Change Loy, Jinwei Gu.
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Code
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation
TPAMI, 2021
Chongyi Li, Chunle Guo, Chen Change Loy.
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Code
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding
TIP, 2021
Chongyi Li, Saeed Anwar, Junhui Hou, Runmin Cong, Chunle Guo, Wenqi Ren.
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Code
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
CVPR, 2020
Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou, Sam Kwong, Runmin Cong.
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Code
RGB-D Salient Object Detection with Cross-Modality Modulation and Selection
ECCV, 2020
Chongyi Li, Runmin Cong, Yongri Piao, Qianqian Xu, Chen Change Loy.
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Code
NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal
ACM MM, 2020
Chongyi Li, Huazhu Fu, Runmin Cong, Zechao Li, Qianqian Xu.
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Code
An Underwater Image Enhancement Benchmark Dataset and Beyond
TIP, 2020
Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao.
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Benchmark|
Code
Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images
TGRS, 2020
Chongyi Li, Runmin Cong, Junhui Hou, Sanyi Zhang, Yue Qian, Sam Kwong.
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Benchmark|
Results
Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement
PR, 2020
Chongyi Li, Saeed Anwar, Fatih Porikli.
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Code
ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection
TCYB, 2020
Chongyi Li, Runmin Cong, Sam Kwong, Junhui Hou, Huazhu Fu, Guopu Zhu, Dingwen Zhang, Qiangming Huang.
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Code and Results
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection
NeurIPS, 2020
Qijian Zhang, Runmin Cong, Junhui Hou, Chongyi Li, and Yao Zhao.
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Code
Dense attention fluid network for salient object detection in optical remote sensing images
TIP, 2020
Qijian Zhang, Runmin Cong, Chongyi Li, Ming-Ming Cheng, Yuming Fang, Xiaochun Cao, Yao Zhao, and Sam Kwong.
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Benchmark|
Code
Hierarchical Features Driven Residual Learning for Depth Map Super-Resolution
TIP, 2019
Chunle Guo, Chongyi Li+, Jichang Guo, Runmin Cong, Huazhu Fu, Ping Han.
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Code
PDR-Net: Perception-Inspired Single Image Dehazing Network With Refinement
TMM, 2019
Chongyi Li, Chunle Guo, Jichang Guo, Ping Han, Huazhu Fu, Runmin Cong.
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Code
Underwater Image Enhancement by Dehazing with Minimum Information Loss and Histogram Distribution Prior
TIP, 2016
Chongyi Li, Jichang Guo, Runmin Cong, Yanwei Pang, Bo Wang.
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Code