RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark

3 January 2022

Zhuo Deng

Papers citing "RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark"

21 / 21 papers shown

Title
Versatile Cataract Fundus Image Restoration Model Utilizing Unpaired Cataract and High-quality Images Zheng Gong Zhuo Deng Weihao Gao Wenda Zhou Yuhang Yang Hanqing Zhao Zhiyuan Niu Lei Shao Wenbin Wei Lan Ma 62 0 0 19 Nov 2024
360U-Former: HDR Illumination Estimation with Panoramic Adapted Vision Transformers Jack Hilliard A. Hilton Jean-Yves Guillemaut ViT MDE 14 0 0 17 Oct 2024
Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Heng Li Ziqin Lin Zhongxi Qiu Zinan Li Huazhu Fu Yan Hu Jiang-Dong Liu MedIm 25 9 0 03 Dec 2023
Full-resolution MLPs Empower Medical Dense Prediction Mingyuan Meng Yuxin Xue Da-wei Feng Lei Bi Jinman Kim MedIm 15 4 0 28 Nov 2023
A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning Heng Li Haofeng Liu H. Fu Yanwu Xu Hui Shu Ke Niu Yan Hu Jiang-Dong Liu 17 14 0 02 Sep 2023
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising Haijin Zeng Jiezhang Cao Kai Feng Shaoguang Huang Hongyan Zhang H. Luong Wilfried Philips ViT 27 6 0 06 May 2023
MAF-Net: Multiple attention-guided fusion network for fundus vascular image segmentation Yuanyuan Peng Pengpeng Luan Zixu Zhang MedIm 17 0 0 05 May 2023
Image Quality-aware Diagnosis via Meta-knowledge Co-embedding Haoxuan Che Si Chen Haoxing Chen 22 16 0 27 Mar 2023
Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset Thanh-Dung Le P. Jouvet R. Noumeir MoE MedIm 54 5 0 22 Mar 2023
Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement Framework Erjian Guo H. Fu Luping Zhou Dong Xu MedIm 21 11 0 23 Feb 2023
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey S. Dubey Satish Kumar Singh ViT 18 32 0 17 Feb 2023
Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition Chendong Zhao Jianzong Wang Wentao Wei Xiaoyang Qu Haoqian Wang Jing Xiao 19 2 0 30 Sep 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Yuanhao Cai Jing Lin Haoqian Wang Xin Yuan Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool 70 115 0 20 May 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 11 169 0 17 Apr 2022
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang T. Tan 10 51 0 09 Mar 2022
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging Xiaowan Hu Yuanhao Cai Jing Lin Haoqian Wang X. Yuan Yulun Zhang Radu Timofte Luc Van Gool 12 129 0 04 Mar 2022
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction Yuanhao Cai Jing Lin Xiaowan Hu Haoqian Wang X. Yuan Yulun Zhang Radu Timofte Luc Van Gool 18 240 0 15 Nov 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 119 1,420 0 04 Feb 2021
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 135 252 0 28 Dec 2020
Learning Delicate Local Representations for Multi-Person Pose Estimation Yuanhao Cai Zhicheng Wang Zhengxiong Luo Binyi Yin Angang Du Haoqian Wang X. Zhang Xinyu Zhou Erjin Zhou Jian-jun Sun 103 169 0 09 Mar 2020
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016