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Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution


Mar 27, 2022
Jie Liang, Hui Zeng, Lei Zhang


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Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution


Mar 17, 2022
Jie Liang, Hui Zeng, Lei Zhang

* To appear at CVPR 2022 

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Efficient Long-Range Attention Network for Image Super-resolution


Mar 13, 2022
Xindong Zhang, Hui Zeng, Shi Guo, Lei Zhang


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A comparison study of CNN denoisers on PRNU extraction


Dec 06, 2021
Hui Zeng, Morteza Darvish Morshedi Hosseini, Kang Deng, Anjie Peng, Miroslav Goljan

* 12 pages, 6 figures, 4 tables 

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High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network


May 19, 2021
Jie Liang, Hui Zeng, Lei Zhang

* To appear at CVPR 2021 

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PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency


May 19, 2021
Jie Liang, Hui Zeng, Miaomiao Cui, Xuansong Xie, Lei Zhang

* To appear at CVPR 2021 

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Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Radu Timofte, Maurizio Denna, Abdel Younes, Andrew Lek, Mustafa Ayazoglu, Jie Liu, Zongcai Du, Jiaming Guo, Xueyi Zhou, Hao Jia, Youliang Yan, Zexin Zhang, Yixin Chen, Yunbo Peng, Yue Lin, Xindong Zhang, Hui Zeng, Kun Zeng, Peirong Li, Zhihuang Liu, Shiqi Xue, Shengpeng Wang

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/ 

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Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time


Sep 30, 2020
Hui Zeng, Jianrui Cai, Lida Li, Zisheng Cao, Lei Zhang

* High quality adaptive photo enhancement in real-time (<2ms for 4K resolution images)! Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence 

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Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model


Sep 18, 2019
Hui Zeng, Lida Li, Zisheng Cao, Lei Zhang

* Extension of a CVPR 2019 paper. Dataset and PyTorch Code are released. arXiv admin note: substantial text overlap with arXiv:1904.04441 

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Reliable and Efficient Image Cropping: A Grid Anchor based Approach


Apr 09, 2019
Hui Zeng, Lida Li, Zisheng Cao, Lei Zhang

* To appear in CVPR 2019. Code and dataset are released 

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