Image Super-Resolution Using Deep Convolutional Networks

31 December 2014

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

50 / 638 papers shown

Title
Probabilistic Autoencoder Vanessa Böhm U. Seljak UQCV BDL DRL 24 32 0 09 Jun 2020
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection Fan Yang X. Xiao 13 14 0 05 Jun 2020
Nested Scale Editing for Conditional Image Synthesis Lingzhi Zhang Jiancong Wang Yinshuang Xu Jie Min Tarmily Wen J. Gee Jianbo Shi DiffM 24 3 0 03 Jun 2020
Efficient and Phase-aware Video Super-resolution for Cardiac MRI Jhih-Yuan Lin Yu-Cheng Chang Winston H. Hsu SupR MedIm 27 10 0 21 May 2020
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network J. Leinonen D. Nerini A. Berne 29 139 0 20 May 2020
Structural Residual Learning for Single Image Rain Removal Hong Wang Yichen Wu Qi Xie Qian Zhao Yong Liang Deyu Meng 25 25 0 19 May 2020
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery Junjun Jiang He Sun Xianming Liu Jiayi Ma SupR 26 203 0 18 May 2020
Enhancing Perceptual Loss with Adversarial Feature Matching for Super-Resolution Ravi Tej Akella Shirsendu Sukanta Halder Arunav Shandeelya Vinod Pankajakshan GAN SupR 23 13 0 15 May 2020
Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss Marcel Santana Santos Ing Ren Tsang N. Kalantari 40 146 0 15 May 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 13 520 0 12 May 2020
Invertible Image Rescaling Mingqing Xiao Shuxin Zheng Chang-Shu Liu Yaolong Wang Di He Guolin Ke Jiang Bian Zhouchen Lin Tie-Yan Liu SupR 33 234 0 12 May 2020
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Lingbo Yang Chang-rui Liu Pan Wang Shanshe Wang Peiran Ren Siwei Ma Wen Gao CVBM 52 124 0 11 May 2020
Text Recognition in the Wild: A Survey Xiaoxue Chen Lianwen Jin Yuanzhi Zhu Canjie Luo Tianwei Wang 3DV 27 102 0 07 May 2020
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement Ho Kei Cheng Jihoon Chung Yu-Wing Tai Chi-Keung Tang SSeg 8 206 0 06 May 2020
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Namhyuk Ahn Dongwoon Bai ... Tongtong Zhao Yuanbo Zhou Haijie Zhuo Ziyao Zong Xueyi Zou SupR 94 170 0 05 May 2020
Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network Moktari Mostofa Syeda Nyma Ferdous B. Riggan Nasser M. Nasrabadi SupR 16 38 0 03 May 2020
AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing Zhonghao Zhang Yipeng Liu Jiani Liu Fei Wen Ce Zhu 25 206 0 21 Apr 2020
4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics E. Ferdian Avan Suinesiaputra D. Dubowitz Debbie Zhao Alan Q. Wang B. Cowan Alistair Young AI4CE 13 91 0 15 Apr 2020
DeepEDN: A Deep Learning-based Image Encryption and Decryption Network for Internet of Medical Things Yi Ding Guozheng Wu Dajiang Chen Ning Zhang Linpeng Gong Mingsheng Cao Zhiguang Qin MedIm 19 148 0 12 Apr 2020
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution Marcel C. Bühler Andrés Romero Radu Timofte SupR 38 32 0 09 Apr 2020
Multi-feature super-resolution network for cloth wrinkle synthesis Lan Chen Juntao Ye Xiaopeng Zhang AI4CE 22 14 0 09 Apr 2020
Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization Jing Jin Junhui Hou Jie Chen Sam Kwong SupR 17 126 0 05 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 25 123 0 02 Apr 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 55 359 0 30 Mar 2020
BVI-DVC: A Training Database for Deep Video Compression Di Ma Fan Zhang David R. Bull 15 149 0 30 Mar 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 33 20 0 29 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 38 120 0 26 Mar 2020
Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset Yiwen Hua Puneet Kohli Pritish Uplavikar Anand Ravi Saravanan Gunaseelan Jason Orozco Edward Li 3DV MDE 23 41 0 25 Mar 2020
Deep Unfolding Network for Image Super-Resolution Kaicheng Zhang Luc Van Gool Radu Timofte SupR 118 539 0 23 Mar 2020
BP-DIP: A Backprojection based Deep Image Prior Jenny Zukerman Tom Tirer Raja Giryes SupR 11 18 0 11 Mar 2020
Unpaired Image-to-Image Translation using Adversarial Consistency Loss Yihao Zhao Ruihai Wu Hao Dong 51 117 0 10 Mar 2020
Deep Blind Video Super-resolution Jin-shan Pan Song-Yang Cheng Jiawei Zhang Jinhui Tang SupR 30 46 0 10 Mar 2020
Gated Fusion Network for Degraded Image Super Resolution Xinyi Zhang Hang Dong Zhe Hu Wei-Sheng Lai Fei Wang Ming-Hsuan Yang SupR 43 37 0 02 Mar 2020
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation Takehiko Ohkawa Naoto Inoue Hirokatsu Kataoka Nakamasa Inoue 27 6 0 29 Feb 2020
Multi-wavelet residual dense convolutional neural network for image denoising Shuo-Fei Wang Wen-Kai Yu Ya-Xin Li 39 10 0 19 Feb 2020
Fine-Grained Urban Flow Inference Kun Ouyang Keli Zhang Ye Liu Zekun Tong Sijie Ruan Yu Zheng David S. Rosenblum 26 48 0 05 Feb 2020
SuperDTI: Ultrafast diffusion tensor imaging and fiber tractography with deep learning Hongyu Li Zifei Liang Chaoyi Zhang Ruiying Liu Jing Li ... B. Shen Xiaoliang Zhang Y. Ge Jiangyang Zhang L. Ying MedIm 9 45 0 03 Feb 2020
Learning Deep Analysis Dictionaries -- Part II: Convolutional Dictionaries Jun-Jie Huang Pier Luigi Dragotti 28 1 0 31 Jan 2020
Learned Multi-View Texture Super-Resolution Audrey Richard Ian Cherabier Martin R. Oswald Vagia Tsiminaki Marc Pollefeys Konrad Schindler SupR 21 16 0 14 Jan 2020
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior Bo Zhou S. Kevin Zhou 34 153 0 11 Jan 2020
Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation Dong Gong Wei Sun Javen Qinfeng Shi Anton van den Hengel Yanning Zhang SupR 26 27 0 08 Jan 2020
Convolutional Neural Networks with Intermediate Loss for 3D Super-Resolution of CT and MRI Scans Mariana-Iuliana Georgescu Radu Tudor Ionescu N. Verga SupR MedIm 22 46 0 05 Jan 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 46 999 0 22 Dec 2019
An Application of Generative Adversarial Networks for Super Resolution Medical Imaging Rewa Sood Binit Topiwala Karthik Choutagunta R. Sood M. Rusu MedIm GAN 9 33 0 19 Dec 2019
HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks Ryan Szeto Mostafa El-Khamy Jungwon Lee Jason J. Corso DiffM 31 7 0 10 Dec 2019
Semantic Bottleneck Scene Generation S. Azadi Michael Tschannen Eric Tzeng Sylvain Gelly Trevor Darrell Mario Lucic 21 29 0 26 Nov 2019
Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution Yitong Yan Chuangchuang Liu Changyou Chen Xianfang Sun Longcun Jin Xiang Zhou GAN 33 51 0 25 Nov 2019
Cascaded Detail-Preserving Networks for Super-Resolution of Document Images Zhichao Fu Yu Kong Yingbin Zheng Hao Ye Wenxin Hu Jing Yang Liang He SupR 25 9 0 25 Nov 2019
AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Manuel Fritsche Shuhang Gu ... Xiaopeng Sun Wen Lu Jie Li Xinbo Gao Sefi Bell-Kligler SupR 32 94 0 18 Nov 2019
Frequency Separation for Real-World Super-Resolution Manuel Fritsche Shuhang Gu Radu Timofte 33 222 0 18 Nov 2019