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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
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolutionIEEE Transactions on Image Processing (IEEE TIP), 2022 Jinhui Hou Zhiyu Zhu Xianqiang Lyu Huanqiang Zeng Jinjian Wu Jiantao Zhou SupR 209 22 0 30 May 2022
Image Super-resolution with An Enhanced Group Convolutional Neural NetworkNeural Networks (NN), 2022 Chunwei Tian Yixuan Yuan Shichao Zhang Chia-Wen Lin W. Zuo David C. Zhang SupR 149 128 0 29 May 2022
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer AttentionRemote Sensing (RS), 2022 Yuxi Cai Huicheng Lai SupR 130 7 0 27 May 2022
Real-Time Video Deblurring via Lightweight Motion Compensation Hyeongseok Son Junyong Lee Sunghyun Cho Seungyong Lee 200 8 0 25 May 2022
Spatial Attention-based Implicit Neural Representation for Arbitrary Reduction of MRI Slice Spacing Xin Wang Sheng Wang Honglin Xiong Kai Xuan Zixu Zhuang Mengjun Liu Zhenrong Shen Xiangyu Zhao Lichi Zhang Qian Wang 184 6 0 23 May 2022
Semantically Accurate Super-Resolution Generative Adversarial NetworksComputer Vision and Image Understanding (CVIU), 2022 Tristan Frizza D. Dansereau Nagita Mehr Seresht M. Bewley GAN 130 10 0 17 May 2022
Residual Local Feature Network for Efficient Super-Resolution Fang Kong Mingxi Li Songwei Liu Ding Liu Jingwen He Yang Bai Fangmin Chen Xing Mei SupR 154 216 0 16 May 2022
Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers Robin Kips R. Jiang Silèye O. Ba Brendan Duke M. Perrot Pietro Gori Isabelle Bloch 3DH DiffM 300 4 0 12 May 2022
Blueprint Separable Residual Network for Efficient Image Super-Resolution Zheyu Li Yingqi Liu Xiangyu Chen Haoming Cai Jinjin Gu Yu Qiao Chao Dong 153 191 0 12 May 2022
CSI-fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural NetworkIEEE Transactions on Wireless Communications (TWC), 2022 Bowen Zhang Houssem Sifaou Geoffrey Ye Li HAI 102 49 0 11 May 2022
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results Yawei Li Lucas Beerens Radu Timofte Luc Van Gool Fang Kong ... Deng-Guang Zhou Kun Zeng Han-Yuan Lin Xinyu Chen Jin-Tao Fang SupR 178 85 0 11 May 2022
RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch NormalizationACM Multimedia (ACM MM), 2022 Xintao Wang Chao Dong Ying Shan 218 54 0 11 May 2022
Accelerating the Training of Video Super-Resolution ModelsAAAI Conference on Artificial Intelligence (AAAI), 2022 Lijian Lin Xintao Wang Chen Ma Ying Shan 186 4 0 10 May 2022
MM-RealSR: Metric Learning based Interactive Modulation for Real-World Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2022 Chong Mou Yanze Wu Xintao Wang Chao Dong Jian Zhang Ying Shan SupR 139 54 0 10 May 2022
A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds Wenlong Zhang Guangyuan Shi Yihao Liu Chao Dong Xiao-Ming Wu 199 32 0 10 May 2022
Self-supervised regression learning using domain knowledge: Applications to improving self-supervised denoising in imaging Il Yong Chun Dongwon Park Xuehang Zheng S. Chun Y. Long 104 1 0 10 May 2022
Activating More Pixels in Image Super-Resolution TransformerComputer Vision and Pattern Recognition (CVPR), 2022 Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 476 874 0 09 May 2022
Exploiting Digital Surface Models for Inferring Super-Resolution for Remotely Sensed ImagesIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 S. Karatsiolis C. Padubidri A. Kamilaris 147 6 0 09 May 2022
A Real Time Super Resolution Accelerator with Tilted Layer FusionInternational Symposium on Circuits and Systems (ISCAS), 2022 Andrew Huang Kai-Chieh Hsu Tian-Sheuan Chang SupR 107 6 0 09 May 2022
VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution Liangbin Xie Honglun Zhang Chao Dong Ying Shan CVBM 146 147 0 06 May 2022
Pik-Fix: Restoring and Colorizing Old PhotosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma A. Bovik Hongkai Yu 193 18 0 04 May 2022
Lightweight Image Enhancement Network for Mobile Devices Using Self-Feature Extraction and Dense Modulation Sang Y. Baek Yongsup Park Youngo Park Jungmin Lee Kwang-sun Choi SupR 101 0 0 02 May 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey Chunwei Tian Xuanyu Zhang Chun-Wei Lin W. Zuo Yanning Zhang Chia-Wen Lin GAN 198 63 0 28 Apr 2022
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive TransformerInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Guangwei Gao Liang Luo Juncheng Li Wenjie Li Yi Yu T. Zeng SupR 158 125 0 28 Apr 2022
A Multi-Head Convolutional Neural Network With Multi-path Attention improves Image DenoisingPacific Rim International Conference on Artificial Intelligence (PRICAI), 2022 Jiahong Zhang Meijun Qu Ye Wang Lihong Cao 160 9 0 27 Apr 2022
Attentive Fine-Grained Structured Sparsity for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2022 Junghun Oh Heewon Kim Seungjun Nah Chee Hong Jonghyun Choi Kyoung Mu Lee 200 24 0 26 Apr 2022
IMDeception: Grouped Information Distilling Super-Resolution Network Mustafa Ayazoglu 121 6 0 25 Apr 2022
Deep Model-Based Super-Resolution with Non-uniform BlurIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Charles Laroche Andrés Almansa Matias Tassano SupR 289 14 0 21 Apr 2022
Denoising of Three-Dimensional Fast Spin Echo Magnetic Resonance Images of Knee Joints using Spatial-Variant Noise-Relevant Residual Learning of Convolution Neural Network Shutian Zhao Donal G. Cahill Siyue Li Fan Xiao T. Blu James F. Griffith Weitian Chen MedIm 65 8 0 21 Apr 2022
FS-NCSR: Increasing Diversity of the Super-Resolution Space via Frequency Separation and Noise-Conditioned Normalizing Flow Ki-Ung Song D. Shim Kang-Wook Kim Jae-young Lee Young-Gon Kim SupR 121 10 0 20 Apr 2022
NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Yingqian Wang Juncheng Li Shuhang Gu Radu Timofte SupR 128 34 0 20 Apr 2022
Learning Enriched Features for Fast Image Restoration and EnhancementIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 200 523 0 19 Apr 2022
Self-Calibrated Efficient Transformer for Lightweight Super-Resolution Wenbin Zou Tian-Chun Ye Weixin Zheng Yunchen Zhang Liang Chen Yi Wu ViT 121 52 0 19 Apr 2022
Edge-enhanced Feature Distillation Network for Efficient Super-Resolution Yan Wang SupR 138 52 0 19 Apr 2022
NAFSSR: Stereo Image Super-Resolution Using NAFNet Xiaojie Chu Liangyu Chen Wenqing Yu SupR 209 150 0 19 Apr 2022
Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution Zongcai Du Ding Liu Jie Liu Jie Tang Gangshan Wu Xing Mei SupR 164 67 0 18 Apr 2022
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment Ziwei Luo Youwei Li Shuyang Cheng Lei Yu Qi Wu Zhihong Wen Haoqiang Fan Jian Sun Shuaicheng Liu ViT 145 58 0 18 Apr 2022
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial LearningItalian National Conference on Sensors (INS), 2022 Chang-Hwan Son Da-Hee Jeong CVBM 115 5 0 18 Apr 2022
Semi-Supervised Super-Resolution Ashutosh Kumar Singh Piyush Rai SupR 121 2 0 18 Apr 2022
GHM Wavelet Transform for Deep Image Super Resolution Benjamin Lowe Hadi Salman J. Zhan 93 1 0 16 Apr 2022
Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference ModelingComputer Vision and Pattern Recognition (CVPR), 2022 Takashi Isobe Xu Jia Xin Tao Changlin Li Ruihuang Li Yongjie Shi Jing Mu Huchuan Lu Yu-Wing Tai SupR 142 50 0 14 Apr 2022
Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-ResolutionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Mariana-Iuliana Georgescu Radu Tudor Ionescu A. Miron O. Savencu Nicolae-Cătălin Ristea N. Verga Fahad Shahbaz Khan SupR 147 75 0 08 Apr 2022
Single Image Internal Distribution Measurement Using Non-Local Variational Autoencoder Yeahia Sarker A. Imran M. H. Ahamed R. Chakrabortty Mike J. Ryan Sajal Das SupR 130 0 0 02 Apr 2022
Bayesian Image Super-Resolution with Deep Modeling of Image StatisticsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yuxin Li Xiahai Zhuang 70 27 0 31 Mar 2022
Bringing Old Films Back to LifeComputer Vision and Pattern Recognition (CVPR), 2022 Bo Liu Bo Zhang Dongdong Chen Jing Liao ViT VGen 127 48 0 31 Mar 2022
InstaFormer: Instance-Aware Image-to-Image Translation with TransformerComputer Vision and Pattern Recognition (CVPR), 2022 Soohyun Kim Jongbeom Baek Jihye Park Gyeongnyeon Kim Seung Wook Kim ViT 273 55 0 30 Mar 2022
Learning Graph Regularisation for Guided Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2022 Riccardo de Lutio Alexander Becker Stefano Dáronco S. Russo Jan Dirk Wegner Konrad Schindler SupR 210 52 0 27 Mar 2022
A Survey of Super-Resolution in Iris Biometrics with Evaluation of Dictionary-LearningIEEE Access (IEEE Access), 2022 F. Alonso-Fernandez R. Farrugia J. Bigün J. Fierrez E. González-Sosa CVBM 80 25 0 27 Mar 2022
Adaptive Patch Exiting for Scalable Single Image Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2022 Shizun Wang Ming Lu Kaixin Chen Xiaoqi Li Jiaming Liu Yandong Guo SupR 256 28 0 22 Mar 2022
ARM: Any-Time Super-Resolution MethodEuropean Conference on Computer Vision (ECCV), 2022 Bohong Chen Mingbao Lin Kekai Sheng Mengdan Zhang Peixian Chen Ke Li Liujuan Cao Rongrong Ji SupR 173 35 0 21 Mar 2022