Image Super-Resolution Using Deep Convolutional Networks

31 December 2014

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

50 / 636 papers shown

Title
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Yunjin Chen W. Zuo MDE SupR 22 21 0 02 Mar 2022
Spatio-temporal Vision Transformer for Super-resolution Microscopy Charles N Christensen M. Lu Edward N. Ward Pietro Lio C. Kaminski 27 8 0 28 Feb 2022
Convolutional Neural Network Modelling for MODIS Land Surface Temperature Super-Resolution B. Nguyen Ganglin Tian Minh-Triet Vo A. Michel Thomas Corpetti C. Granero-Belinchón SupR 10 9 0 22 Feb 2022
Autoencoding Low-Resolution MRI for Semantically Smooth Interpolation of Anisotropic MRI Jörg Sander B. D. de Vos Ivana Ivsgum DiffM MedIm 13 15 0 18 Feb 2022
Single Image Super-Resolution Methods: A Survey Bahattin Can Maral SupR 22 12 0 17 Feb 2022
DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI S. Chatterjee Chompunuch Sarasaen G. Rose A. Nürnberger Oliver Speck SupR 33 5 0 10 Feb 2022
HALS: A Height-Aware Lidar Super-Resolution Framework for Autonomous Driving George Eskandar Sanjeev Sudarsan Karim Guirguis Janaranjani Palaniswamy Bharath Somashekar Bin Yang 13 6 0 08 Feb 2022
Image Superresolution using Scale-Recurrent Dense Network Kuldeep Purohit Srimanta Mandal A. N. Rajagopalan SupR 16 0 0 28 Jan 2022
Deep Networks for Image and Video Super-Resolution Kuldeep Purohit Srimanta Mandal A. N. Rajagopalan SupR 24 0 0 28 Jan 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution Sangyun Lee Sewoong Ahn Kwangjin Yoon 81 5 0 26 Jan 2022
Perceptual cGAN for MRI Super-resolution Sahar Almahfouz Nasser Saqib Nizam Shamsi Valay Bundele Bhavesh Garg A. Sethi GAN MedIm 30 10 0 23 Jan 2022
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution Fabian Altekrüger J. Hertrich 27 15 0 20 Jan 2022
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution Jiangning Zhang Chao Xu Jian Li Yue Han Yabiao Wang Ying Tai Yong Liu DiffM 32 16 0 12 Jan 2022
Cross-SRN: Structure-Preserving Super-Resolution Network with Cross Convolution Yuqing Liu Qi Jia Xin Fan Shanshe Wang Siwei Ma Wen Gao SupR 29 60 0 05 Jan 2022
A Multi-channel Training Method Boost the Performance Yingdong Hu 19 1 0 27 Dec 2021
Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis Chaowei Fang Liang Wang Dingwen Zhang Jun Xu Yixuan Yuan Junwei Han OOD 32 13 0 20 Dec 2021
A-ESRGAN: Training Real-World Blind Super-Resolution with Attention U-Net Discriminators Zihao Wei Yidong Huang Yuang Chen Chenhao Zheng Jinnan Gao GAN 21 19 0 19 Dec 2021
Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution Guangwei Gao Wenjie Li Juncheng Li Fei Wu Huimin Lu Yi Yu 15 79 0 16 Dec 2021
Kernel-aware Burst Blind Super-Resolution Wenyi Lian Shanglian Peng SupR 19 7 0 14 Dec 2021
Hformer: Hybrid CNN-Transformer for Fringe Order Prediction in Phase Unwrapping of Fringe Projection Xinjun Zhu Zhiqiang Han Mengkai Yuan Qinghua Guo Hongyi Wang 22 4 0 13 Dec 2021
Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information Jiahao Huang Weiping Ding Jun Lv Jingwen Yang Hao Dong Javier Del Ser Jun Xia Tiaojuan Ren Stephen Wong Guang Yang MedIm 18 18 0 10 Dec 2021
A Dynamic Residual Self-Attention Network for Lightweight Single Image Super-Resolution Karam Park Jae Woong Soh N. Cho 27 68 0 08 Dec 2021
A Survey on Deep learning based Document Image Enhancement Zahra Anvari V. Athitsos 27 7 0 06 Dec 2021
Feature-based Recognition Framework for Super-resolution Images Jing Hu Meiqi Zhang Rui Zhang SupR 27 0 0 04 Dec 2021
Highly accelerated MR parametric mapping by undersampling the k-space and reducing the contrast number simultaneously with deep learning Shaonan Liu Haoxiang Li Yuanyuan Liu Hairong Zheng Guanxun Cheng Gang Yang Haifeng Wang Dong Liang MedIm 22 9 0 01 Dec 2021
SwiftSRGAN -- Rethinking Super-Resolution for Efficient and Real-time Inference Koushik Sivarama Krishnan Karthik Sivarama Krishnan 20 8 0 29 Nov 2021
A Practical Contrastive Learning Framework for Single-Image Super-Resolution Gang Wu Junjun Jiang Xianming Liu 44 50 0 27 Nov 2021
ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior Metin Ersin Arican Ozgur Kara G. Bredell E. Konukoglu 33 17 0 27 Nov 2021
Investigating Tradeoffs in Real-World Video Super-Resolution Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy SupR 28 94 0 24 Nov 2021
LDP-Net: An Unsupervised Pansharpening Network Based on Learnable Degradation Processes Jiahui Ni Zhimin Shao Zhongzhou Zhang Mingzheng Hou Jiliu Zhou Leyuan Fang Yi Zhang 16 28 0 24 Nov 2021
PU-Transformer: Point Cloud Upsampling Transformer Shi Qiu Saeed Anwar Nick Barnes 3DPC ViT 32 51 0 24 Nov 2021
Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao Yiming Liu Fengze Liu Qingli Li Wei Shen Yan Wang 34 147 0 23 Nov 2021
Local-Selective Feature Distillation for Single Image Super-Resolution Seonguk Park Nojun Kwak 21 9 0 22 Nov 2021
Global and Local Alignment Networks for Unpaired Image-to-Image Translation Guanglei Yang H. Tang Humphrey Shi M. Ding N. Sebe Radu Timofte Luc Van Gool Elisa Ricci 18 1 0 19 Nov 2021
Image-specific Convolutional Kernel Modulation for Single Image Super-resolution Yuanfei Huang Jie Li Yanting Hu Xinbo Gao Huan Huang SupR 24 0 0 16 Nov 2021
Pansharpening by convolutional neural networks in the full resolution framework Matteo Ciotola S. Vitale Antonio Mazza Giovanni Poggi G. Scarpa 27 71 0 16 Nov 2021
Single image dehazing via combining the prior knowledge and CNNs Yuwen Li Chaobing Zheng Shiqian Wu Wangming Xu 19 1 0 10 Nov 2021
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-resolution Andreas Lugmayr Martin Danelljan Feng Yu Luc Van Gool Radu Timofte 20 14 0 05 Nov 2021
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder A. Papachristodoulou C. Kyrkou T. Theocharides 33 2 0 05 Nov 2021
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation Muhammed Razzak Gonzalo Mateo-García L. Gómez-Chova Y. Gal F. Kalaitzis 26 39 0 05 Nov 2021
Dense Dual-Attention Network for Light Field Image Super-Resolution Byunggook Na Yingqian Wang Chao Xiao Kwang Choon Kim Yoon-Ji Kim SupR 20 28 0 23 Oct 2021
Multimodal-Boost: Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform Fayaz Ali Dharejo Muhammad Zawish Yuanchun Zhou K. Dev Sunder Ali Khowaja N. Qureshi MedIm 39 24 0 22 Oct 2021
Toward Real-world Image Super-resolution via Hardware-based Adaptive Degradation Models Rui Ma Johnathan Czernik Xian Du 31 0 0 20 Oct 2021
Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover Wei Pu Chao Zhou Yonina C. Eldar M. Rodrigues OOD 18 1 0 20 Oct 2021
Exploratory Lagrangian-Based Particle Tracing Using Deep Learning Mengjiao Han Sudhanshu Sane Chris R. Johnson 19 18 0 15 Oct 2021
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution Yunshi Huang Émilie Chouzenoux J. Pesquet BDL 24 12 0 14 Oct 2021
Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming using Adaptive Super-Resolution Minseok Choi Won Joon Yun Joongheon Kim SupR 17 5 0 12 Oct 2021
EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset Kaihao Zhang Dongxu Li Wenhan Luo Jingyun Liu Jiankang Deng Wei Liu S. Zafeiriou CVBM 48 15 0 11 Oct 2021
Enhancement of Anime Imaging Enlargement using Modified Super-Resolution CNN Tanakit Intaniyom Warinthorn Thananporn K. Woraratpanya 23 1 0 05 Oct 2021
$AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction Imaging$ AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction Imaging Yudong Yao Henry Chan S. Sankaranarayanan Prasanna Balaprakash R. Harder Mathew J. Cherukara 18 46 0 28 Sep 2021