Deep Learning for Single Image Super-Resolution: A Brief Review

9 August 2018

Papers citing "Deep Learning for Single Image Super-Resolution: A Brief Review"

50 / 70 papers shown

Title
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling Fadeel Sher Khan Joshua Ebenezer Hamid Sheikh Seok-Jun Lee 67 0 0 28 Feb 2025
ViSIR: Vision Transformer Single Image Reconstruction Method for Earth System Models Ehsan Zeraatkar Salah Faroughi Jelena Tešić 120 0 0 10 Feb 2025
Exploring Linear Attention Alternative for Single Image Super-Resolution Rongchang Lu Changyu Li Donghang Li Guojing Zhang Jianqiang Huang Xiaomeng Li 49 0 0 01 Feb 2025
Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas Segmentation Xinya Wang T. Mathai Boah Kim Ronald M. Summers 47 0 0 23 Jan 2025
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution Bingwen Hu Heng Liu Zhedong Zheng Ping Liu SupR 86 0 0 16 Dec 2024
Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial Harshith Bachimanchi Giovanni Volpe 31 1 0 24 Sep 2024
Deep Learning based Optical Image Super-Resolution via Generative Diffusion Models for Layerwise in-situ LPBF Monitoring Francis Ogoke Sumesh Kalambettu Suresh Jesse Adamczyk D. Bolintineanu Anthony Garland Michael J. Heiden A. Farimani 35 0 0 20 Sep 2024
Task-driven single-image super-resolution reconstruction of document scans Maciej Zyrek M. Kawulok SupR 46 1 0 12 Jul 2024
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network Zongkai Zhang Zidong Xu Wenming Yang Qingmin Liao Jing-Hao Xue MQ 3DV 46 1 0 27 May 2024
Reducing Spatial Discretization Error on Coarse CFD Simulations Using an OpenFOAM-Embedded Deep Learning Framework Jesus Gonzalez-Sieiro David Pardo Vincenzo Nava V. M. Calo Markus Towara AI4CE 32 1 0 13 May 2024
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution S. Chu Zhi-chao Dou Jeng-Shyang Pan Shaowei Weng Junbao Li ViT 44 4 0 08 May 2024
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series Aimi Okabayashi Nicolas Audebert Simon Donike Charlotte Pelletier 30 2 0 25 Apr 2024
EPNet: An Efficient Pyramid Network for Enhanced Single-Image Super-Resolution with Reduced Computational Requirements Xin Xu Jin-Hui Park Paul Fieguth SupR 21 0 0 20 Dec 2023
Neural Network Methods for Radiation Detectors and Imaging S. Lin S. Ning H. Zhu T. Zhou C. L. Morris S. Clayton M. Cherukara R. T. Chen Z. Wang AI4CE 32 5 0 09 Nov 2023
Forest Parameter Prediction by Multiobjective Deep Learning of Regression Models Trained with Pseudo-Target Imputation Sara Björk S. N. Anfinsen Michael C. Kampffmeyer E. Næsset T. Gobakken Lennart Noordermeer 18 1 0 19 Jun 2023
Pink-Eggs Dataset V1: A Step Toward Invasive Species Management Using Deep Learning Embedded Solutions Di Xu Yang Zhao Xiang Hao Xin Meng 47 2 0 16 May 2023
Low-field magnetic resonance image enhancement via stochastic image quality transfer Hongxiang Lin Matteo Figini F. D’Arco G. Ogbole Ryutaro Tanno ... D. Carmichael I. Lagunju J. Cross D. Fernández-Reyes Daniel C. Alexander 37 20 0 26 Apr 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio ViT MedIm 32 5 0 22 Feb 2023
Super-Resolution Analysis via Machine Learning: A Survey for Fluid Flows Kai Fukami K. Fukagata Kunihiko Taira AI4CE 19 104 0 26 Jan 2023
Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning Colorado Reed Ritwik Gupta Shufan Li S. Brockman Christopher Funk Brian Clipp Kurt Keutzer Salvatore Candido M. Uyttendaele Trevor Darrell 121 169 0 30 Dec 2022
A Scale-Arbitrary Image Super-Resolution Network Using Frequency-domain Information Jing Fang Yinbo Yu Zhongyuan Wang Xin Ding R. Hu 32 1 0 08 Dec 2022
Physics-Informed CNNs for Super-Resolution of Sparse Observations on Dynamical Systems Daniel Kelshaw Georgios Rigas Luca Magri AI4CE 37 17 0 31 Oct 2022
Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows Hanlin Wu Ning Ni Shan Wang Li-bao Zhang 38 8 0 14 Oct 2022
Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation Jookyung Song Yeonjin Chang Seonguk Park Nojun Kwak CVBM 35 1 0 29 Sep 2022
A heterogeneous group CNN for image super-resolution Chunwei Tian Yanning Zhang W. Zuo Chia-Wen Lin David C. Zhang Yixuan Yuan SupR 48 59 0 26 Sep 2022
QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise Egor Shvetsov Dmitry Osin Alexey Zaytsev Ivan Koryakovskiy Valentin Buchnev I. Trofimov Evgeny Burnaev MQ 23 2 0 31 Aug 2022
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems Giannis Daras Y. Dagan A. Dimakis C. Daskalakis BDL 31 15 0 18 Jun 2022
Improving trajectory calculations using deep learning inspired single image superresolution Rudiger Brecht L. Bakels Alexander Bihlo A. Stohl 13 0 0 07 Jun 2022
Image Super-resolution with An Enhanced Group Convolutional Neural Network Chunwei Tian Yixuan Yuan Shichao Zhang Chia-Wen Lin W. Zuo David C. Zhang SupR 20 97 0 29 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 39 45 0 28 Apr 2022
Accurate super-resolution low-field brain MRI Juan Eugenio Iglesias Riana L. Schleicher Sean Laguna Benjamin Billot P. Schaefer Brenna N. Mckaig J. Goldstein Kevin N. Sheth M. Rosen W. T. Kimberly 19 6 0 07 Feb 2022
Perceptual cGAN for MRI Super-resolution Sahar Almahfouz Nasser Saqib Nizam Shamsi Valay Bundele Bhavesh Garg A. Sethi GAN MedIm 27 10 0 23 Jan 2022
Problem-dependent attention and effort in neural networks with applications to image resolution and model selection Chris Rohlfs 24 4 0 05 Jan 2022
Super-resolution reconstruction of cytoskeleton image based on A-net deep learning network Qian Chen Hao Bai Bingchen Che Tianyun Zhao Ce Zhang Kaige Wang Jintao Bai Wei Zhao 30 3 0 17 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
Local-Selective Feature Distillation for Single Image Super-Resolution Seonguk Park Nojun Kwak 18 9 0 22 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
Image scaling by de la Vallée-Poussin filtered interpolation D. Occorsio G. Ramella W. Themistoclakis 23 10 0 28 Sep 2021
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 43 23 0 18 Sep 2021
SURFNet: Super-resolution of Turbulent Flows with Transfer Learning using Small Datasets Octavi Obiols-Sales Abhinav Vishnu Nicholas Malaya Aparna Chandramowlishwaran AI4CE 37 24 0 17 Aug 2021
Demystifying the Draft EU Artificial Intelligence Act Michael Veale Frederik J. Zuiderveen Borgesius 35 334 0 08 Jul 2021
Impact of deep learning-based image super-resolution on binary signal detection Xiaohui Zhang Varun A. Kelkar Jason L. Granstedt Hua Li M. Anastasio MedIm 18 23 0 06 Jul 2021
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests Sara Björk S. N. Anfinsen E. Næsset T. Gobakken Eliakimu Zahabu 21 7 0 21 Jun 2021
Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration Prasen Kumar Sharma Ira Bisht Arijit Sur 29 103 0 15 Jun 2021
COMISR: Compression-Informed Video Super-Resolution Yinxiao Li Pengchong Jin Feng Yang Ce Liu Ming-Hsuan Yang P. Milanfar SupR 34 38 0 04 May 2021
Asymmetric CNN for image super-resolution Chunwei Tian Yong-mei Xu W. Zuo Chia-Wen Lin David C. Zhang SupR 17 94 0 25 Mar 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 40 112 0 18 Feb 2021
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices Xin Liu Yuang Li Josh Fromm Yuntao wang Ziheng Jiang Alex Mariakakis Shwetak N. Patel SupR 34 10 0 20 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 35 2 0 04 Jan 2021
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020