Hui Zeng

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I am interested in Image Processing, Computational Photography and Computer Vision. Much of my research is about deep learning based image restoration and enhancement.

1. Efficient Long-Range Attention Network for Image Super-resolution
   Xindong Zhang*, Hui Zeng*, Shi Guo, Lei Zhang (* Equal Contribution)
   ECCV, 2022
   [Supp] [Code]
   

2. Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution
   Jie Liang, Hui Zeng, Lei Zhang
   ECCV, 2022
   [Supp] [Code]
   

3. CLUT-Net: Learning adaptive compressed representations of 3DLUTs for lightweight image enhancement
   Fengyi Zhang, Hui Zeng, Tianjun Zhang, Lin Zhang
   ACM Multimedia, 2022
   [Code]
   

4. Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution
   Jie Liang*, Hui Zeng*, Lei Zhang (* Equal Contribution)
   CVPR, 2022(Oral Presentation)
   [Code]
   

5. Real-world Video Super-resolution: A Benchmark Dataset and A Decomposition based Learning Scheme
   Xi Yang, Wangmeng Xiang, Hui Zeng, Lei Zhang
   ICCV, 2021
   [Code & Dataset]
   

6. Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices
   Xindong Zhang*, Hui Zeng*, Lei Zhang (* Equal Contribution)
   ACM Multimedia, 2021 (Oral Presentation)
   [Code]
   

7. High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network
   Jie Liang*, Hui Zeng*, Lei Zhang (* Equal Contribution)
   CVPR, 2021
   [Supp] [Code]
   

8. PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency
   Jie Liang*, Hui Zeng*, Miaomiao Cui, Xuansong Xie, Lei Zhang (* Equal Contribution)
   CVPR, 2021
   [Supp] [Code & Dataset]
   

9. Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time
   Hui Zeng, Jianrui Cai, Lida Li, Zisheng Cao, Lei Zhang
   IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2020
   [Supp] [Code]
   

10. Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model
    Hui Zeng, Lida Li, Zisheng Cao, Lei Zhang
    IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2020
    [Code]
    

11. Structure Aware Single-stage 3D Object Detection from Point Cloud
    Chenhang He, Hui Zeng, Lei Zhang
    CVPR, 2020
    [Code]
    

12. Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model
    Jianrui Cai*, Hui Zeng*, Hongwei Yong, Zisheng Cao, Lei Zhang (* Equal Contribution)
    ICCV, 2019 (Oral Presentation)
    [Supp] [Code & Dataset]
    

13. Reliable and Efficient Image Cropping: A Grid Anchor based Approach
    Hui Zeng, Lida Li, Zisheng Cao, Lei Zhang
    CVPR, 2019
    [Supp] [Code & Dataset]
    

14. A Unified Probabilistic Formulation of Image Aesthetic Assessment
    Hui Zeng, Zisheng Cao, Lei Zhang, Alan Bovik
    IEEE Transactions on Image Processing. (TIP), 2019
    [Code]
    

15. Deep Convolutional Neural Models for Picture Quality Prediction: Challenges and Solutions to Data-driven Image Quality Assessment
    Jongyoo Kim, Hui Zeng, Deepti Ghadiyaram, Sanghoon Lee, Lei Zhang, Alan Bovik
    IEEE Signal Processing Magazine, 2017
    [Code]
    

16. Local Log-Euclidean Multivariate Gaussian Descriptor and Its Application to Image Classification
    Peihua Li, Qilong Wang, Hui Zeng, Lei Zhang
    IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2017
    [Code]
    

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