Transformer for Single Image Super-Resolution

25 August 2021

Papers citing "Transformer for Single Image Super-Resolution"

50 / 108 papers shown

Title
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 33 0 0 08 May 2025
Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model Pengfei Guo Can Zhao Dong Yang Yufan He V. Nath ... Zongwei Zhou Benjamin D. Simon Stephanie Harmon B. Turkbey Daguang Xu DiffM MedIm 40 0 0 07 May 2025
ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling Xiao Wang Jong Youl Choi Takuya Kurihaya Isaac Lyngaas Hong-Jun Yoon ... Dali Wang Peter Thornton Prasanna Balaprakash M. Ashfaq Dan Lu 28 0 0 07 May 2025
RepNet-VSR: Reparameterizable Architecture for High-Fidelity Video Super-Resolution Biao Wu Diankai Zhang Shaoli Liu Si-feng Gao Chengjian Zheng Ning Wang SupR 27 0 0 22 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 43 4 0 21 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results Xin Li Kun Yuan B. Li Fengbin Guan Yizhen Shao ... Guohua Zhang Z. Huang Y. Deng Qingmiao Jiang Lu Chen 55 8 0 17 Apr 2025
TTRD3: Texture Transfer Residual Denoising Dual Diffusion Model for Remote Sensing Image Super-Resolution Yide Liu Haijiang Sun Xiaowen Zhang Qiaoyuan Liu Zhouchang Chen Chongzhuo Xiao DiffM 37 0 0 17 Apr 2025
Enhanced Semantic Extraction and Guidance for UGC Image Super Resolution Yiwen Wang Ying Liang Yuxuan Zhang Xinning Chai Zhengxue Cheng Yingsheng Qin Yucai Yang Rong Xie Li-Na Song 27 1 0 14 Apr 2025
FANeRV: Frequency Separation and Augmentation based Neural Representation for Video Li Yu Zhihui Li Chao Yao Jimin Xiao Moncef Gabbouj 35 0 0 09 Apr 2025
InstructRestore: Region-Customized Image Restoration with Human Instructions S. Liu Jianqi Ma Lingchen Sun Xiangtao Kong Lei Zhang DiffM 44 0 0 31 Mar 2025
Progressive Focused Transformer for Single Image Super-Resolution Wei Long Xingyu Zhou Leheng Zhang Shuhang Gu ViT 78 0 0 26 Mar 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment Guanglu Dong Xiangyu Liao Mingyang Li Guihuan Guo Chao Ren 42 0 0 25 Mar 2025
Burst Image Super-Resolution with Mamba Ozan Unal Steven Marty Dengxin Dai Mamba 48 0 0 25 Mar 2025
Semantic-Guided Global-Local Collaborative Networks for Lightweight Image Super-Resolution Wanshu Fan Yue Wang Cong Wang Yunzhe Zhang Wei Wang Dongsheng Zhou 49 0 0 20 Mar 2025
Involution and BSConv Multi-Depth Distillation Network for Lightweight Image Super-Resolution Akram Khatami-Rizi Ahmad Mahmoudi-Aznaveh 52 0 0 18 Mar 2025
C2D-ISR: Optimizing Attention-based Image Super-resolution from Continuous to Discrete Scales Yuxuan Jiang Chengxi Zeng Siyue Teng Fan Zhang Xiaoqing Zhu Joel Sole David Bull 59 2 0 17 Mar 2025
ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement Samuel W. Remedios Shuwen Wei Shuo Han Jinwei Zhang A. Carass K. Schilling D. L. Pham Jerry L. Prince Blake E Dewey 48 0 0 14 Mar 2025
FourierSR: A Fourier Token-based Plugin for Efficient Image Super-Resolution Wenjie Li Heng Guo Yuefeng Hou Zhanyu Ma 34 0 0 13 Mar 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution Xin Liu Jie Liu J. Tang Gangshan Wu SupR ViT 54 0 0 10 Mar 2025
A Transformer-in-Transformer Network Utilizing Knowledge Distillation for Image Recognition Dewan Tauhid Rahman Yeahia Sarker Antar Mazumder Md. Shamim Anower ViT 53 0 0 24 Feb 2025
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual Inference Zhengyang Lu Bingjie Lu Feng Wang 37 3 0 28 Jan 2025
Modeling Continuous Spatial-temporal Dynamics of Turbulent Flow with Test-time Refinement Shengyu Chen P. Givi Can Zheng X. Jia AI4CE 32 0 0 31 Dec 2024
CubeFormer: A Simple yet Effective Baseline for Lightweight Image Super-Resolution Jikai Wang Huan Zheng Jianbing Shen SupR 86 0 0 03 Dec 2024
HF-Diff: High-Frequency Perceptual Loss and Distribution Matching for One-Step Diffusion-Based Image Super-Resolution S. Sami Md Golam Moula Mehedi Hasan J. Dawson Nasser M. Nasrabadi DiffM 71 0 0 20 Nov 2024
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal Xiujin Zhu Chee-Onn Chow Joon Huang Chuah Mamba 45 0 0 05 Nov 2024
Enhanced Super-Resolution Training via Mimicked Alignment for Real-World Scenes Omar Elezabi Zongwei Wu Radu Timofte CVBM SupR 21 0 0 07 Oct 2024
Unifying Dimensions: A Linear Adaptive Approach to Lightweight Image Super-Resolution Zhenyu Hu Wanjie Sun 33 0 0 26 Sep 2024
NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Juncheng Li Hongda Liu Yang Zhao Yingqian Wang Zhi Jin Shuhang Gu Radu Timofte SupR 87 17 0 25 Sep 2024
Thinking in Granularity: Dynamic Quantization for Image Super-Resolution by Intriguing Multi-Granularity Clues Mingshen Wang Zhao Zhang Feng Li Ke Xu Kang Miao Meng Wang MQ SupR 38 1 0 22 Sep 2024
CWT-Net: Super-resolution of Histopathology Images Using a Cross-scale Wavelet-based Transformer Feiyang Jia Z. Chen Ziying Song Lin Liu Caiyan Jia SupR ViT MedIm 34 0 0 11 Sep 2024
MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs Yulin Ren Xin Li Mengxi Guo Bingchen Li Shijie Zhao Zhibo Chen Mamba 34 6 0 21 Aug 2024
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer Alik Pramanick Utsav Bheda Arijit Sur SupR ViT 56 0 0 19 Aug 2024
QMambaBSR: Burst Image Super-Resolution with Query State Space Model Xin Di Long Peng Peizhe Xia Wenbo Li Renjing Pei Yang Cao Yang Wang Zheng-Jun Zha 56 6 0 16 Aug 2024
DIffSteISR: Harnessing Diffusion Prior for Superior Real-world Stereo Image Super-Resolution Yuanbo Zhou Xinlin Zhang Wei Deng Tao Wang Tao Tan Qinquan Gao Tong Tong 40 0 0 14 Aug 2024
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement Eashan Adhikarla Kai Zhang Rosaura G. VidalMata Manjushree B. Aithal Nikhil Ambha Madhusudhana John Nicholson Lichao Sun Brian D. Davison 45 2 0 18 Jul 2024
Task-driven single-image super-resolution reconstruction of document scans Maciej Zyrek M. Kawulok SupR 46 1 0 12 Jul 2024
Spatially-Variant Degradation Model for Dataset-free Super-resolution Shaojie Guo Haofei Song Qingli Li Yan Wang 19 1 0 11 Jul 2024
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation Guoan Xu Wenjing Jia Tao Wu Ligeng Chen Guangwei Gao ViT 38 9 0 10 Jul 2024
ASSR-NeRF: Arbitrary-Scale Super-Resolution on Voxel Grid for High-Quality Radiance Fields Reconstruction Ding-Jiun Huang Zi-Ting Chou Yu-Chiang Frank Wang Cheng Sun 39 0 0 28 Jun 2024
A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis Leonardo F. S. Scabini Andre Sacilotti Kallil M. C. Zielinski L. C. Ribas B. De Baets Odemir M. Bruno ViT 46 3 0 10 Jun 2024
W-Net: A Facial Feature-Guided Face Super-Resolution Network Hao Liu Yang Yang Yunxia Liu 51 1 0 02 Jun 2024
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution S. Chu Zhi-chao Dou Jeng-Shyang Pan Shaowei Weng Junbao Li ViT 36 4 0 08 May 2024
CRNet: A Detail-Preserving Network for Unified Image Restoration and Enhancement Task Kangzhen Yang Tao Hu Kexin Dai Genggeng Chen Yu Cao Wei Dong Peng Wu Yanning Zhang Qingsen Yan 41 2 0 22 Apr 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters Hao-Wei Chen Yu-Syuan Xu Kelvin C. K. Chan Hsien-Kai Kuo Chun-Yi Lee Ming-Hsuan Yang 31 1 0 17 Apr 2024
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution Yuxuan Jiang Chen Feng Fan Zhang David Bull SupR 51 11 0 15 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 42 12 0 13 Apr 2024
Generating Content for HDR Deghosting from Frequency View Tao Hu Qingsen Yan Yuankai Qi Yanning Zhang 37 7 0 01 Apr 2024
CFAT: Unleashing TriangularWindows for Image Super-resolution Abhisek Ray Gaurav Kumar M. Kolekar SupR 35 8 0 24 Mar 2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution Stephanie Fu Mark Hamilton Laura E. Brandt Axel Feldmann Zhoutong Zhang William T. Freeman MDE 35 49 0 15 Mar 2024
SeD: Semantic-Aware Discriminator for Image Super-Resolution Bingchen Li Xin Li Hanxin Zhu Yeying Jin Ruoyu Feng Zhizheng Zhang Zhibo Chen SupR 45 22 0 29 Feb 2024