Transformer for Single Image Super-Resolution

25 August 2021

Papers citing "Transformer for Single Image Super-Resolution"

50 / 109 papers shown

Title
SeD: Semantic-Aware Discriminator for Image Super-Resolution Bingchen Li Xin Li Hanxin Zhu Yeying Jin Ruoyu Feng Zhizheng Zhang Zhibo Chen SupR 48 22 0 29 Feb 2024
CAMixerSR: Only Details Need More "Attention" Yan Wang Yi Liu Shijie Zhao Junlin Li Li Zhang SupR 52 17 0 29 Feb 2024
See More Details: Efficient Image Super-Resolution by Experts Mining Eduard Zamfir Zongwei Wu Nancy Mehta Yulun Zhang Radu Timofte SupR 46 9 0 05 Feb 2024
Wind speed super-resolution and validation: from ERA5 to CERRA via diffusion models Fabio Merizzi Andrea Asperti Stefano Colamonaco 28 7 0 27 Jan 2024
Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method Zili Liu Hao Chen Lei Bai Wenyuan Li Keyan Chen Zhengyi Wang Wanli Ouyang Zhengxia Zou Z. Shi 49 4 0 22 Jan 2024
No-Clean-Reference Image Super-Resolution: Application to Electron Microscopy Mohammad Khateri Morteza Ghahremani Alejandra Sierra Jussi Tohka SupR 27 1 0 16 Jan 2024
Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-resolution Zeke Zexi Hu Xiaoming Chen Yuk Ying Chung Yiran Shen 37 1 0 01 Jan 2024
Image Super-resolution Reconstruction Network based on Enhanced Swin Transformer via Alternating Aggregation of Local-Global Features Yuming Huang Yingpin Chen Changhui Wu Hanrong Xie Binhui Song Hui Wang SupR ViT 39 0 0 30 Dec 2023
Learn From Orientation Prior for Radiograph Super-Resolution: Orientation Operator Transformer Y. Huang Tomo Miyazaki Xiaofeng Liu Kaiyuan Jiang Zhengmi Tang S. Omachi MedIm 31 1 0 27 Dec 2023
Toward Real World Stereo Image Super-Resolution via Hybrid Degradation Model and Discriminator for Implied Stereo Image Information Yuanbo Zhou Yuyang Xue Jiang Bi Wenlin He Xinlin Zhang ... Wei Deng Ruofeng Nie Junlin Lan Qinquan Gao Tong Tong 45 1 0 13 Dec 2023
TULIP: Transformer for Upsampling of LiDAR Point Clouds Bin Yang Patrick Pfreundschuh Roland Siegwart Marco Hutter Peyman Moghadam Vaishakh Patil 3DPC 26 6 0 11 Dec 2023
DifAugGAN: A Practical Diffusion-style Data Augmentation for GAN-based Single Image Super-resolution Axi Niu Kang Zhang Joshua Tian Jin Tee T. Pham Jinqiu Sun Chang D. Yoo In So Kweon Yanning Zhang DiffM 38 1 0 30 Nov 2023
Improved TokenPose with Sparsity Anning Li ViT 34 0 0 16 Nov 2023
LDM3D-VR: Latent Diffusion Model for 3D VR Gabriela Ben-Melech Stan Diana Wofk Estelle Aflalo Shao-Yen Tseng Z. Cai Michael Paulitsch Vasudev Lal 59 6 0 06 Nov 2023
Super resolution of histopathological frozen sections via deep learning preserving tissue structure Elad Yoshai Gil Goldinger M. Haifler N. Shaked MedIm SupR 16 1 0 17 Oct 2023
Multi-Depth Branch Network for Efficient Image Super-Resolution Huiyuan Tian Li Zhang Shijian Li Min Yao Gang Pan SupR 42 12 0 29 Sep 2023
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu VLM 16 12 0 12 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao Shuaiwen Leon Song EGVM 33 18 0 02 Sep 2023
DISGAN: Wavelet-informed Discriminator Guides GAN to MRI Super-resolution with Noise Cleaning Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann DiffM MedIm 25 4 0 23 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 43 86 0 18 Aug 2023
SRMAE: Masked Image Modeling for Scale-Invariant Deep Representations Zhiming Wang Lin Gu Feng Lu 28 0 0 17 Aug 2023
Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution Ao Li Le Zhang Yun-Hai Liu Ce Zhu 33 11 0 09 Aug 2023
Cross-Spatial Pixel Integration and Cross-Stage Feature Fusion Based Transformer Network for Remote Sensing Image Super-Resolution Yuting Lu Lingtong Min Binglu Wang Le Zheng Xiaoxu Wang Yongqiang Zhao Teng Long 19 6 0 06 Jul 2023
ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution Axi Niu T. Pham Kang Zhang Jinqiu Sun Yu Zhu Inso Kweon Yanning Zhang DiffM 22 19 0 03 Jul 2023
Convolutional neural network based on sparse graph attention mechanism for MRI super-resolution X. Hua Z. Du Hongfeng Yu Jixin Maa SupR MedIm 23 0 0 29 May 2023
High-Similarity-Pass Attention for Single Image Super-Resolution Jianmei Su Min Gan Ieee Guang-Yong Chen Senior Member Wenzhong Guo F. I. C. L. Philip Chen 29 16 0 25 May 2023
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration Haram Choi Cheolwoong Na Jihyeon Oh Seungjae Lee Jinseop S. Kim Subeen Choe Jeongmin Lee Taehoon Kim Jihoon Yang 51 5 0 19 May 2023
Efficient Mixed Transformer for Single Image Super-Resolution Ling Zheng Jinchen Zhu Jinpeng Shi Shizhuang Weng 35 19 0 19 May 2023
Reconstructing Turbulent Flows Using Physics-Aware Spatio-Temporal Dynamics and Test-Time Refinement Shengyu Chen Tianshu Bao P. Givi Can Zheng Xiaowei Jia AI4CE 21 0 0 24 Apr 2023
NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results Yingqian Wang Longguang Wang Zhengyu Liang Jung-Mo Yang Radu Timofte Y. Guo 36 39 0 20 Apr 2023
Omni Aggregation Networks for Lightweight Image Super-Resolution Hang Wang Xuanhong Chen Bingbing Ni Yutian Liu Jinfan Liu SupR 24 77 0 20 Apr 2023
Cross-View Hierarchy Network for Stereo Image Super-Resolution Wenbin Zou Hong-xia Gao Liang Chen Yunchen Zhang Mingchao Jiang Zhongxin Yu Ming Tan SupR 39 11 0 13 Apr 2023
A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement Q. H. Cap Atsushi Fukuda Hitoshi Iyatomi MedIm 14 3 0 04 Apr 2023
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann MedIm 43 4 0 24 Mar 2023
PFT-SSR: Parallax Fusion Transformer for Stereo Image Super-Resolution Hansheng Guo Juncheng Li Guangwei Gao Zhi Li T. Zeng ViT 29 12 0 24 Mar 2023
Learning Spatial-Temporal Implicit Neural Representations for Event-Guided Video Super-Resolution Yunfan Lu Zipeng Wang Minjie Liu Hongjian Wang Lin Wang SupR 23 31 0 24 Mar 2023
A High-Frequency Focused Network for Lightweight Single Image Super-Resolution Xiaotian Weng Yi Chen Zhichao Zheng Yanhui Gu Junsheng Zhou Yudong Zhang 23 0 0 21 Mar 2023
LSwinSR: UAV Imagery Super-Resolution based on Linear Swin Transformer Rui Li Xiaowei Zhao 23 3 0 17 Mar 2023
Ins-ATP: Deep Estimation of ATP for Organoid Based on High Throughput Microscopic Images Xuesheng Bian Cheng-Yu Wang Shuting Chen Weiquan Liu Senmin Xu Jin Zhu Rugang Wang Zexin Chen Min Huang Gang Li MedIm LM&MA 19 1 0 13 Mar 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution Long Sun Jiangxin Dong Jinhui Tang Jin-shan Pan SupR 41 79 0 27 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio' ViT MedIm 32 5 0 22 Feb 2023
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN Guoan Xu Juncheng Li Guangwei Gao Huimin Lu Jian Yang Dong Yue ViT 40 59 0 21 Feb 2023
Continuous Remote Sensing Image Super-Resolution based on Context Interaction in Implicit Function Space Ke-Jia Chen Wenyuan Li Sen Lei Jianqi Chen Xiaolong Jiang Zhengxia Zou Z. Shi SupR 30 45 0 16 Feb 2023
Multitemporal and multispectral data fusion for super-resolution of Sentinel-2 images Tomasz Tarasiewicz J. Nalepa R. Farrugia G. Valentino Mang Chen J. A. Briffa M. Kawulok 33 15 0 26 Jan 2023
Image Super-Resolution using Efficient Striped Window Transformer Jinpeng Shi Hui Li Tian Yu Liu Yulong Liu M. Zhang Jinchen Zhu Ling Zheng Shizhuang Weng 34 10 0 24 Jan 2023
Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network Wenjie Li Juncheng Li Guangwei Gao Weihong Deng Jian Yang Guo-Jun Qi Chia-Wen Lin SupR 32 8 0 29 Dec 2022
FREDSR: Fourier Residual Efficient Diffusive GAN for Single Image Super Resolution Kyoungwan Woo Achyuta Rajaram DiffM 24 1 0 30 Nov 2022
A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction Dule Shu Zijie Li A. Farimani DiffM AI4CE 35 125 0 26 Nov 2022
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images Bing Xu Yong Guo Luo Jiang Mianjie Yu Jian Chen 28 13 0 19 Nov 2022
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks Matthew Aquilina Keith George Ciantar Christian Galea K. Camilleri R. Farrugia J. Abela 23 0 0 09 Nov 2022