Accurate Image Super-Resolution Using Very Deep Convolutional Networks

14 November 2015

Kyoung Mu Lee

Papers citing "Accurate Image Super-Resolution Using Very Deep Convolutional Networks"

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Title
CAMixerSR: Only Details Need More "Attention" Yan Wang Yi Liu Shijie Zhao Junlin Li Li Zhang SupR 44 17 0 29 Feb 2024
Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts Cansu Korkmaz A. Murat Tekalp Zafer Doğan 29 11 0 29 Feb 2024
Unsupervised Learning of High-resolution Light Field Imaging via Beam Splitter-based Hybrid Lenses Jianxin Lei Chengcai Xu Langqing Shi Junhui Hou Ping Zhou 28 1 0 29 Feb 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 33 2 0 29 Feb 2024
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution Chengcheng Wang Zhiwei Hao Yehui Tang Jianyuan Guo Yujie Yang Kai Han Yunhe Wang 38 6 0 27 Feb 2024
A Heterogeneous Dynamic Convolutional Neural Network for Image Super-resolution Chunwei Tian Xuanyu Zhang Jia Ren Wangmeng Zuo Yanning Zhang Chia-Wen Lin SupR 24 1 0 24 Feb 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 50 199 0 23 Feb 2024
Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview Alexander Auras Kanchana Vaishnavi Gandikota Hannah Droege Michael Moeller AAML 27 0 0 19 Feb 2024
Trustworthy SR: Resolving Ambiguity in Image Super-resolution via Diffusion Models and Human Feedback Cansu Korkmaz Ege Çirakman A. Murat Tekalp Zafer Do˘gan 21 0 0 12 Feb 2024
Rethinking RGB Color Representation for Image Restoration Models Jaerin Lee J. Park Sungyong Baik Kyoung Mu Lee 14 1 0 05 Feb 2024
A Medical Data-Effective Learning Benchmark for Highly Efficient Pre-training of Foundation Models Wenxuan Yang Weimin Tan Yuqi Sun Bo Yan 21 1 0 31 Jan 2024
Wind speed super-resolution and validation: from ERA5 to CERRA via diffusion models Fabio Merizzi Andrea Asperti Stefano Colamonaco 20 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 33 4 0 22 Jan 2024
LKFormer: Large Kernel Transformer for Infrared Image Super-Resolution Feiwei Qin Kang Yan Changmiao Wang Ruiquan Ge Yong Peng Kai Zhang ViT 24 9 0 22 Jan 2024
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary Leheng Zhang Yawei Li Xingyu Zhou Xiaorui Zhao Shuhang Gu SupR 16 27 0 16 Jan 2024
City Scene Super-Resolution via Geometric Error Minimization Zhengyang Lu Feng Wang 24 2 0 14 Jan 2024
Deep Blind Super-Resolution for Satellite Video Yi Xiao Qiangqiang Yuan Qiang Zhang L. Zhang 27 32 0 13 Jan 2024
Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach Gang Wu Junjun Jiang Junpeng Jiang Xianming Liu SupR 35 7 0 11 Jan 2024
Self Supervised Vision for Climate Downscaling Karandeep Singh Chaeyoon Jeong Naufal Shidqi Sungwon Park A. Nellikkattil Elke Zeller Meeyoung Cha AI4Cl 23 0 0 09 Jan 2024
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring Geunhyuk Youk Jihyong Oh Munchurl Kim 22 9 0 08 Jan 2024
Lightweight Adaptive Feature De-drifting for Compressed Image Classification Long Peng Yang Cao Yuejin Sun Yang Wang 42 16 0 03 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 20 1 0 01 Jan 2024
Compressing Deep Image Super-resolution Models Yuxuan Jiang Jakub Nawala Fan Zhang David Bull 42 6 0 31 Dec 2023
UGPNet: Universal Generative Prior for Image Restoration Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 20 2 0 31 Dec 2023
Noise-free Optimization in Early Training Steps for Image Super-Resolution MinKyu Lee Jae-Pil Heo 11 4 0 29 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 24 1 0 27 Dec 2023
EPNet: An Efficient Pyramid Network for Enhanced Single-Image Super-Resolution with Reduced Computational Requirements Xin Xu Jin-Hui Park Paul Fieguth SupR 19 0 0 20 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 32 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 16 5 0 11 Dec 2023
Precipitation Downscaling with Spatiotemporal Video Diffusion Prakhar Srivastava Ruihan Yang Gavin Kerrigan Gideon Dresdner Jeremy McGibbon Christopher S. Bretherton Stephan Mandt DiffM 29 3 0 11 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 18 6 0 09 Dec 2023
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network Neeraj Baghel S. Dubey Satish Kumar Singh ViT 22 2 0 04 Dec 2023
TMSR: Tiny Multi-path CNNs for Super Resolution Chia-Hung Liu Tzu-Hsin Hsieh Kuan-Yu Huang Pei-Yin Chen SupR 6 0 0 04 Dec 2023
J-Net: Improved U-Net for Terahertz Image Super-Resolution Woon-Ha Yeo Seung-Hwan Jung Seung Jae Oh I. Maeng Eui Su Lee Han-Cheol Ryu SupR 21 3 0 04 Dec 2023
LFSRDiff: Light Field Image Super-Resolution via Diffusion Models Wentao Chao Fuqing Duan Xuechun Wang Yingqian Wang Guanghui Wang DiffM 37 6 0 27 Nov 2023
SinSR: Diffusion-Based Image Super-Resolution in a Single Step Yufei Wang Wenhan Yang Xinyuan Chen Yaohui Wang Lanqing Guo Lap-Pui Chau Ziwei Liu Yu Qiao Alex C. Kot Bihan Wen DiffM 73 97 0 23 Nov 2023
Swift Parameter-free Attention Network for Efficient Super-Resolution Cheng Wan Hongyuan Yu Zhiqi Li Yihang Chen Yajun Zou Yuqing Liu Xuanwu Yin Kunlong Zuo 13 19 0 21 Nov 2023
Deep Equilibrium Diffusion Restoration with Parallel Sampling Jiezhang Cao Yue Shi Kai Zhang Yulun Zhang Radu Timofte Luc Van Gool DiffM 27 9 0 20 Nov 2023
LATIS: Lambda Abstraction-based Thermal Image Super-resolution Gargi Panda Soumitra Kundu Saumik Bhattacharya Aurobinda Routray 15 0 0 18 Nov 2023
Scene Text Image Super-resolution based on Text-conditional Diffusion Models Chihiro Noguchi Shun Fukuda Masao Yamanaka DiffM 25 10 0 16 Nov 2023
Convolve and Conquer: Data Comparison with Wiener Filters Deborah Pelacani Cruz G. Strong Oscar Bates Carlos Cueto Jiashun Yao Lluis Guasch 12 0 0 11 Nov 2023
OW-SLR: Overlapping Windows on Semi-Local Region for Image Super-Resolution Rishav Bhardwaj J. Balaji Vasudevan Lakshminarayanan SupR 19 0 0 09 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 49 6 0 06 Nov 2023
An Operator Learning Framework for Spatiotemporal Super-resolution of Scientific Simulations Valentin Duruisseaux Amit Chakraborty AI4CE 16 1 0 04 Nov 2023
Patch-based Selection and Refinement for Early Object Detection Tianyi Zhang Kishore Kasichainula Yaoxin Zhuo Baoxin Li Jae-sun Seo Yu Cao 31 5 0 03 Nov 2023
EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution Yi Xiao Qiangqiang Yuan Kui Jiang Jiang He Xianyu Jin Liangpei Zhang DiffM 43 112 0 30 Oct 2023
$Deep Learning Enables Large Depth-of-Field Images for Sub-Diffraction-Limit Scanning Superlens Microscopy$ Deep Learning Enables Large Depth-of-Field Images for Sub-Diffraction-Limit Scanning Superlens Microscopy Hui Sun Hao Luo Feifei Wang Qingjiu Chen Meng Chen ... Guanglie Zhang Lianqing Liu Jianping Wang Dapeng Wu W. J. Li 13 0 0 27 Oct 2023
Blind Image Super-resolution with Rich Texture-Aware Codebooks Rui Qin Ming-hui Sun Fangyuan Zhang Xingsen Wen Bin Wang 18 6 0 26 Oct 2023
PTSR: Patch Translator for Image Super-Resolution Neeraj Baghel S. Dubey Satish Kumar Singh ViT SupR 28 0 0 20 Oct 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 24 3 0 20 Oct 2023