Papers citing 'Efficient Image Super-Resolution Using Pixel Attention'

Title
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future ProspectsProceedings of the IEEE (Proc. IEEE), 2025 Le Zhang Ao Li Qibin Hou Ce Zhu Yonina C. Eldar SupR 184 1 0 19 Sep 2025
Large Kernel Modulation Network for Efficient Image Super-Resolution Quanwei Hu Yinggan Tang Xuguang Zhang SupR 145 0 0 16 Aug 2025
LKFMixer: Exploring Large Kernel Feature For Efficient Image Super-Resolution Yinggan Tang Quanwei Hu SupR 258 0 0 15 Aug 2025
DiMoSR: Feature Modulation via Multi-Branch Dilated Convolutions for Efficient Image Super-Resolution M. Yilmaz Ahmet Bilican A. Murat Tekalp SupR 162 0 0 27 May 2025
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report Bin Ren Hang Guo Lei-huan Sun Zhikai Wu Radu Timofte ... Dong-Hyeop Son Ui-Jin Choi Tiancheng Shao Yu Zhang Mengcheng Ma SupR 345 25 0 14 Apr 2025
Involution and BSConv Multi-Depth Distillation Network for Lightweight Image Super-Resolution Akram Khatami-Rizi Ahmad Mahmoudi-Aznaveh 149 0 0 18 Mar 2025
QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution Siddhant Dutta Nouhaila Innan Khadijeh Najafi Sadok Ben Yahia Muhammad Shafique 191 4 0 11 Mar 2025
Deep learning based infrared small object segmentation: Challenges and future directionsInformation Fusion (Inf. Fusion), 2025 Zhengeng Yang Hongshan Yu Jianjun Zhang Qiang Tang Lin Wang 320 10 0 21 Feb 2025
How to Re-enable PDE Loss for Physical Systems Modeling Under Partial ObservationAAAI Conference on Artificial Intelligence (AAAI), 2024 Haodong Feng Yue Wang Dixia Fan AI4CE 402 1 0 12 Dec 2024
HASN: Hybrid Attention Separable Network for Efficient Image Super-resolutionThe Visual Computer (VC), 2024 Weifeng Cao Xiaoyan Lei Jun Shi Wanyong Liang Jie Liu Zongfei Bai SupR 215 4 0 13 Oct 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather ConditionsIEEE Transactions on Image Processing (TIP), 2024 Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 503 2 0 27 Sep 2024
LMLT: Low-to-high Multi-Level Vision Transformer for Image Super-Resolution Jeongsoo Kim Jongho Nang Junsuk Choe ViT 275 6 0 05 Sep 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 204 4 0 27 Aug 2024
Efficient Single Image Super-Resolution with Entropy Attention and Receptive Field AugmentationACM Multimedia (MM), 2024 Xiaole Zhao Linze Li Chengxing Xie Xiaoming Zhang Ting Jiang Wenjie Lin Shuaicheng Liu Tianrui Li 119 4 0 08 Aug 2024
Accelerating Image Super-Resolution Networks with Pixel-Level Classification Jinho Jeong Jinwoo Kim Younghyun Jo Seon Joo Kim SupR 184 6 0 31 Jul 2024
Interpreting Low-level Vision Models with Causal Effect MapsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Jinfan Hu Jinjin Gu Shiyao Yu Fanghua Yu Zheyuan Li Zhiyuan You Chaochao Lu Chao Dong CML 424 9 0 29 Jul 2024
Large Kernel Distillation Network for Efficient Single Image Super-Resolution Chengxing Xie Xiaoming Zhang Linze Li Haiteng Meng Tianlin Zhang Tian-Ping Li Xiaole Zhao SupR 176 45 0 19 Jul 2024
SSP-IR: Semantic and Structure Priors for Diffusion-based Realistic Image Restoration Yuhong Zhang Hengsheng Zhang Xinning Chai Rong Xie Li Song Wenjun Zhang 92 7 0 04 Jul 2024
Real HSI-MSI-PAN image dataset for the hyperspectral/multi-spectral/panchromatic image fusion and super-resolution fields Shuangliang Li 124 1 0 02 Jul 2024
Infrared Image Super-Resolution via Lightweight Information Split NetworkInternational Conference on Intelligent Computing (ICIC), 2024 Shijie Liu Kang Yan Feiwei Qin Changmiao Wang Ruiquan Ge Kai Zhang Jie Huang Yong Peng Jin Cao SupR 168 24 0 17 May 2024
Large coordinate kernel attention network for lightweight image super-resolution Fangwei Hao Jiesheng Wu Haotian Lu Ji Du Jing Xu SupR 170 5 0 15 May 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 267 25 0 11 May 2024
Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey Marcos V. Conde Zhijun Lei Wen Li Cosmin Stejerean Ioannis Katsavounidis ... Tae-hyun Jeong Yoonmo Yang Jae-Gon Kim Jinwoo Jeong Sunjei Kim 147 18 0 25 Apr 2024
Partial Large Kernel CNNs for Efficient Super-Resolution Dongheon Lee Seokju Yun Youngmin Ro SupR 162 5 0 18 Apr 2024
Activating Wider Areas in Image Super-Resolution Cheng Cheng Hang Wang Hongbin Sun 186 15 0 13 Mar 2024
CAMixerSR: Only Details Need More "Attention" Yan Wang Yi Liu Shijie Zhao Junlin Li Li Zhang SupR 184 47 0 29 Feb 2024
LoLiSRFlow: Joint Single Image Low-light Enhancement and Super-resolution via Cross-scale Transformer-based Conditional Flow Ziyu Yue Jiaxin Gao Sihan Xie Yang Liu Zhixun Su 113 2 0 29 Feb 2024
See More Details: Efficient Image Super-Resolution by Experts MiningInternational Conference on Machine Learning (ICML), 2024 Eduard Zamfir Zongwei Wu Nancy Mehta Yulun Zhang Radu Timofte SupR 323 28 0 05 Feb 2024
LIR: A Lightweight Baseline for Image Restoration Dongqi Fan Ting Yue Xin Zhao Renjing Xu Liang Chang 187 2 0 02 Feb 2024
LKFormer: Large Kernel Transformer for Infrared Image Super-Resolution Feiwei Qin Kang Yan Changmiao Wang Ruiquan Ge Yong Peng Kai Zhang ViT 191 13 0 22 Jan 2024
The Devil is in the Details: Boosting Guided Depth Super-Resolution via Rethinking Cross-Modal Alignment and Aggregation Xinni Jiang Zengsheng Kuang Chunle Guo Ruixun Zhang Lei Cai Xiao Fan Chongyi Li 206 0 0 16 Jan 2024
Transforming Image Super-Resolution: A ConvFormer-based Efficient ApproachIEEE Transactions on Image Processing (TIP), 2024 Gang Wu Junjun Jiang Junpeng Jiang Xianming Liu SupR 175 26 0 11 Jan 2024
IQNet: Image Quality Assessment Guided Just Noticeable Difference Prefiltering For Versatile Video CodingIEEE Open Journal of Circuits and Systems (JOCS), 2023 Yu-Han Sun Chiang Lo-Hsuan Lee T. Chang 45 2 0 15 Dec 2023
CompenHR: Efficient Full Compensation for High-resolution ProjectorIEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2023 Yuxi Wang H. Ling Bingyao Huang 3DV 141 6 0 22 Nov 2023
DSR-Diff: Depth Map Super-Resolution with Diffusion Model Yuan Shi Bin Xia Rui Zhu Qingmin Liao Wenming Yang DiffM 151 1 0 16 Nov 2023
Multi-Depth Branch Network for Efficient Image Super-ResolutionImage and Vision Computing (IVC), 2023 Huiyuan Tian Li Zhang Shijian Li Min Yao Gang Pan SupR 272 23 0 29 Sep 2023
Attentive VQ-VAE A. Hoyos Mariano Rivera 122 0 0 20 Sep 2023
Diving into Darkness: A Dual-Modulated Framework for High-Fidelity Super-Resolution in Ultra-Dark Environments Jiaxin Gao Ziyu Yue Yaohua Liu Sihan Xie Xin-Yue Fan Risheng Liu 224 3 0 11 Sep 2023
MaxSR: Image Super-Resolution Using Improved MaxViT B. Yang Gangshan Wu SupR 180 4 0 14 Jul 2023
SAWU-Net: Spatial Attention Weighted Unmixing Network for Hyperspectral ImagesIEEE Geoscience and Remote Sensing Letters (GRSL), 2023 Lin Qi Xu Qin Feng Gao Junyu Dong Xinbo Gao 3DPC 104 17 0 22 Apr 2023
Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2023 Xuhai Chen Jiangning Zhang Chao Xu Yabiao Wang Chengjie Wang Wenshu Fan SupR 103 12 0 07 Apr 2023
A High-Frequency Focused Network for Lightweight Single Image Super-Resolution Xiaotian Weng Yi Chen Zhichao Zheng Yanhui Gu Junsheng Zhou Yudong Zhang 107 1 0 21 Mar 2023
Parameter-Free Channel Attention for Image Classification and Super-Resolution Yuxuan Shi Lingxiao Yang Wangpeng An Xiantong Zhen Liuqing Wang SupR 81 3 0 20 Mar 2023
Depth Super-Resolution from Explicit and Implicit High-Frequency FeaturesComputer Vision and Image Understanding (CVIU), 2023 Xin Qiao Chenyang Ge Youming Zhang Yanhui Zhou Fabio Tosi Matteo Poggi S. Mattoccia SupR MDE 193 8 0 16 Mar 2023
Online Streaming Video Super-Resolution with Convolutional Look-Up TableIEEE Transactions on Image Processing (IEEE TIP), 2023 Guanghao Yin Zefan Qu Xinyang Jiang Shan Jiang Zhen-Hai Han ... Xiaohong Liu Hua Yang Yuqing Yang Dongsheng Li Lili Qiu SupR 234 9 0 01 Mar 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023 Long Sun Jiangxin Dong Jinhui Tang Jin-shan Pan SupR 225 159 0 27 Feb 2023
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-ResolutionAAAI Conference on Artificial Intelligence (AAAI), 2022 Jie Liu Chaoqian Chen Jie Tang Gangshan Wu SupR 123 19 0 30 Nov 2022
SRTGAN: Triplet Loss based Generative Adversarial Network for Real-World Super-ResolutionInternational Conference on Computer Vision and Image Processing (ICCVIP), 2022 Dhruv V. Patel Abhinav Jain S. Bawkar Manav Khorasiya Kalpesh P. Prajapati K. Upla Kiran Raja Raghavendra Ramachandra Christoph Busch GAN 85 0 0 22 Nov 2022
Lightweight Stepless Super-Resolution of Remote Sensing Images via Saliency-Aware Dynamic Routing StrategyIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Hanlin Wu Ning Ni Li-bao Zhang 149 16 0 14 Oct 2022
Efficient Image Super-Resolution using Vast-Receptive-Field Attention Ling Zhou Haoming Cai Jinjin Gu Zheyu Li Yingqi Liu Xiangyu Chen Yu Qiao Chao Dong SupR 170 84 0 12 Oct 2022