Keyword

super-resolution

Description: Super-resolution refers to methods for recovering or representing details beyond conventional resolution limits in imaging, signal processing, and inverse problems.

Primary topic: Advanced Image Processing Techniques (27%)

OpenAlex ID: keywords/super-resolution

High-Resolution Image Synthesis with Latent Diffusion Models

2022 · Robin Rombach, Andreas Blattmann, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 16,658

Atomic Decomposition by Basis Pursuit

1998 · Scott Shaobing Chen, David L. Donoho, et al. · SIAM Journal on Scientific Computing · 6,845

Atomic Decomposition by Basis Pursuit

2001 · Scott Shaobing Chen, David L. Donoho, et al. · SIAM Review · 5,087

A Wavelet Tour of Signal Processing : The Sparse Way

2008 · Stéphane Mallat, Gabriel Peyré · 2,718

A sparse signal reconstruction perspective for source localization with sensor arrays

2005 · D. Malioutov, M. Cetin, et al. · IEEE Transactions on Signal Processing · 2,639

Example-based super-resolution

2002 · W.T. Freeman, T.R. Jones, et al. · IEEE Computer Graphics and Applications · 2,508

Pre-Trained Image Processing Transformer

2021 · Hanting Chen, Yunhe Wang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,302

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Nonlinear structured-illumination microscopy: Wide-field fluorescence imaging with theoretically unlimited resolution

2005 · Mats G. L. Gustafsson · Proceedings of the National Academy of Sciences · 2,237

Robust determination of the fibre orientation distribution in diffusion MRI: Non-negativity constrained super-resolved spherical deconvolution

2007 · J-Donald Tournier, Fernando Calamante, et al. · NeuroImage · 2,192

Deep Image Prior

2018 · Victor Lempitsky, Andrea Vedaldi, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,960

MemNet: A Persistent Memory Network for Image Restoration

2017 · Ying Tai, Jian Yang, et al. · IEEE International Conference on Computer Vision (ICCV) · 1,954

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Deep Image Prior

2020 · Dmitry Ulyanov, Andrea Vedaldi, et al. · International Journal of Computer Vision · 1,617

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Image analogies

2001 · Aaron Hertzmann, Charles E. Jacobs, et al. · ACM SIGGRAPH Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH) · 1,581

Learning Low-Level Vision

2000 · William T. Freeman, Egon C. Pasztor, et al. · International Journal of Computer Vision · 1,504

Nonlocally Centralized Sparse Representation for Image Restoration

2012 · Weisheng Dong, Lei Zhang, et al. · IEEE Transactions on Image Processing · 1,495

Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections

2016 · Mao, Xiao-Jiao, Shen, Chunhua, et al. · arXiv (Cornell University) · 1,437

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Limits on super-resolution and how to break them

2002 · S. Baker, T. Kanade · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,261

Content-aware image restoration: pushing the limits of fluorescence microscopy

2018 · Martin Weigert, Uwe Schmidt, et al. · Nature Methods · 1,208

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Limits on super-resolution and how to break them

2002 · S. Baker, T. Kanade · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,184

SpotFi

2015 · Manikanta Kotaru, Kiran Joshi, et al. · 1,175

Towards a Mathematical Theory of Super‐resolution

2013 · Emmanuel J. Candès, Carlos Fernandez‐Granda · Communications on Pure and Applied Mathematics · 1,169

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Pansharpening by Convolutional Neural Networks

2016 · Giuseppe Masi, Davide Cozzolino, et al. · Remote Sensing · 1,160

Plug-and-Play Image Restoration With Deep Denoiser Prior

2021 · Kai Zhang, Yawei Li, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,134

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Learning Enriched Features for Real Image Restoration and Enhancement

2020 · Syed Waqas Zamir, Aditya Arora, et al. · Lecture notes in computer science · 1,050

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An edge-guided image interpolation algorithm via directional filtering and data fusion

2006 · Lei Zhang, Xiaolin Wu · IEEE Transactions on Image Processing · 1,020

Works count: 17,360

Citation count: 258,700