The 2018 PIRM Challenge on Perceptual Image Super-resolution

20 September 2018

Radu Timofte

Papers citing "The 2018 PIRM Challenge on Perceptual Image Super-resolution"

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Title
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Yang Zhang Sina Farsiu 31 0 0 10 May 2025
Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs Yu Mao Jingzong Li Jun Wang Hong Xu Tei-Wei Kuo Nan Guan Chun Jason Xue 29 0 0 03 May 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 72 0 0 25 Apr 2025
Structure-guided Diffusion Transformer for Low-Light Image Enhancement Xiangchen Yin Zhenda Yu Longtao Jiang Xin Gao Xiao Sun Zhi Liu Xun Yang DiffM 47 0 0 21 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study Xin Li Xijun Wang Bingchen Li Kun Yuan Yizhen Shao Suhang Yao Ming-Ting Sun Chao Zhou Radu Timofte Zhibo Chen 45 4 0 21 Apr 2025
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution Bingwen Hu Heng Liu Zhedong Zheng Ping Liu SupR 86 0 0 16 Dec 2024
Infrared-Assisted Single-Stage Framework for Joint Restoration and Fusion of Visible and Infrared Images under Hazy Conditions Huafeng Li Jiaqi Fang Yafei Zhang Yu Liu 71 0 0 16 Nov 2024
HSIGene: A Foundation Model For Hyperspectral Image Generation Li Pang Datao Tang Shuang Xu Deyu Meng Xiangyong Cao DiffM 39 13 0 19 Sep 2024
Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution Long Peng Yang Cao Renjing Pei Wenbo Li Jiaming Guo Xueyang Fu Yang Wang Zheng-Jun Zha 41 12 0 11 May 2024
Dual-Camera Smooth Zoom on Mobile Phones Ren-Rong Wu Zhilu Zhang Yu Yang Wangmeng Zuo 3DGS 28 2 0 07 Apr 2024
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model Junghun Cha Ali Haider Seoyun Yang Hoeyeong Jin Subin Yang A. Uddin Jaehyoung Kim Soo Ye Kim Sung-Ho Bae DiffM 33 2 0 08 Feb 2024
Learn From Orientation Prior for Radiograph Super-Resolution: Orientation Operator Transformer Y. Huang Tomo Miyazaki Xiaofeng Liu Kaiyuan Jiang Zhengmi Tang S. Omachi MedIm 33 1 0 27 Dec 2023
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective Lingchen Sun Jiejing Liang Shuai Liu Hongwei Yong Lei Zhang 35 6 0 24 Dec 2023
Iterative Token Evaluation and Refinement for Real-World Super-Resolution Chaofeng Chen Shangchen Zhou Liang Liao Haoning Wu Wenxiu Sun Qiong Yan Weisi Lin 20 6 0 09 Dec 2023
CNN Injected Transformer for Image Exposure Correction Shuning Xu Xiangyu Chen Binbin Song Jiantao Zhou ViT 19 6 0 08 Sep 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 27 14 0 17 Aug 2023
RestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value Pairs Zhouxia Wang Jiawei Zhang Tianshui Chen Wenping Wang Ping Luo 41 16 0 14 Aug 2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment Chaofeng Chen Jiadi Mo Jingwen Hou Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 55 112 0 06 Aug 2023
Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention Hassan Khalid Nisar Ahmed 29 1 0 19 Jul 2023
Forest Parameter Prediction by Multiobjective Deep Learning of Regression Models Trained with Pseudo-Target Imputation Sara Björk S. N. Anfinsen Michael C. Kampffmeyer E. Næsset T. Gobakken Lennart Noordermeer 18 1 0 19 Jun 2023
Deep learning techniques for blind image super-resolution: A high-scale multi-domain perspective evaluation Valdivino Alexandre de Santiago Júnior 37 0 0 15 Jun 2023
Multi-Modality Deep Network for JPEG Artifacts Reduction Xuhao Jiang Weimin Tan Qing Lin Chenxi Ma Bo Yan Liquan Shen 46 2 0 04 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 56 6 0 01 May 2023
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images Yuki Kondo Norimichi Ukita SupR 24 8 0 24 Feb 2023
ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention Tzu-Hao Chiang Hao-Chien Hsueh Ching-Chun Hsiao Ching-Chun Huang 27 1 0 14 Dec 2022
DifFace: Blind Face Restoration with Diffused Error Contraction Zongsheng Yue Chen Change Loy DiffM 37 70 0 13 Dec 2022
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation Seungcheol Park Young-Su Moon N. Cho 17 33 0 24 Nov 2022
Edge2Vec: A High Quality Embedding for the Jigsaw Puzzle Problem Daniel Rika Dror Sholomon E. David N. Netanyahu 26 0 0 14 Nov 2022
Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang Rongjian Xu Ming-Yu Liu Zifei Yan W. Zuo 40 12 0 14 Nov 2022
Invertible Rescaling Network and Its Extensions Mingqing Xiao Shuxin Zheng Chang-Shu Liu Zhouchen Lin Tie-Yan Liu 32 27 0 09 Oct 2022
AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos Yanze Wu Xintao Wang Gengyan Li Ying Shan SupR 24 21 0 14 Jun 2022
Real-World Image Super-Resolution by Exclusionary Dual-Learning Hao Li Jinghui Qin Zhi Yang Pengxu Wei Jin-shan Pan Liang Lin Yukai Shi 33 19 0 06 Jun 2022
Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior Kaigeng Hu Yu Liu Renhe Liu Wei Lu Gang Yu Bin-Bin Fu CVBM 28 3 0 28 May 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey Chunwei Tian Xuanyu Zhang Chun-Wei Lin W. Zuo Yanning Zhang Chia-Wen Lin GAN 39 45 0 28 Apr 2022
Conformer and Blind Noisy Students for Improved Image Quality Assessment Marcos V. Conde Maxime Burchi Radu Timofte DiffM 46 14 0 27 Apr 2022
TEN: Twin Embedding Networks for the Jigsaw Puzzle Problem with Eroded Boundaries Daniel Rika Dror Sholomon E. David N. Netanyahu 23 2 0 12 Mar 2022
Learning to Adapt to Light Kai-Fu Yang Cheng Cheng Shixuan Zhao Xian-Shi Zhang Yongjie Li 27 31 0 16 Feb 2022
Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model V. Kannan Sameer Malik R. Soundararajan OffRL 29 3 0 04 Feb 2022
Image Superresolution using Scale-Recurrent Dense Network Kuldeep Purohit Srimanta Mandal A. N. Rajagopalan SupR 18 0 0 28 Jan 2022
Dual Perceptual Loss for Single Image Super-Resolution Using ESRGAN Mingli Song Huawei Yi Wenqiang Xu Xiaohui Li Bo-wen Li Yuanyuan Liu SupR 27 6 0 17 Jan 2022
RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs Zhouxia Wang Jiawei Zhang Runjian Chen Wenping Wang Ping Luo CVBM 20 109 0 17 Jan 2022
A Practical Contrastive Learning Framework for Single-Image Super-Resolution Gang Wu Junjun Jiang Xianming Liu 44 50 0 27 Nov 2021
Investigating Tradeoffs in Real-World Video Super-Resolution Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy SupR 28 94 0 24 Nov 2021
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-resolution Andreas Lugmayr Martin Danelljan Feng Yu Luc Van Gool Radu Timofte 20 14 0 05 Nov 2021
Structure-Preserving Deraining with Residue Channel Prior Guidance Qiaosi Yi Juncheng Li Qi Dai Faming Fang Guixu Zhang T. Zeng 33 101 0 20 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 39 1,106 0 22 Jul 2021
RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to Rank Wenlong Zhang Yihao Liu Chao Dong Yulin Qiao GAN 30 37 0 20 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich T. Michaeli Ron Meir 27 40 0 06 Jul 2021
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests Sara Björk S. N. Anfinsen E. Næsset T. Gobakken Eliakimu Zahabu 27 7 0 21 Jun 2021
SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks Kuan Zhang Haoji Hu Kenneth A. Philbrick G. Conte Joseph D. Sobek Pouria Rouzrokh Bradley J. Erickson GAN MedIm 23 76 0 04 Jun 2021