Concepedia

Image Super-resolution

Image Super-Resolution is an image enhancement and reconstruction technique that belongs to the class of methods aimed at recovering high-resolution images from low-resolution inputs, distinguished by its specific focus on restoring fine-scale details and textures through pixel-level refinement guided by prior knowledge or learned representations.

4.1K

Publications

371.1K

Citations

11.2K

Authors

2.2K

Institutions

Publications per year

2017–2026

2.7K

Variants

Sr

Parents

Publications

4.1K

High-Resolution Image Synthesis with Latent Diffusion Models

Robin Rombach, Andreas Blattmann, Dominik Lorenz et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 13.7K citations

, , +15

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszár et al. · 2017 · 12.3K citations

, , +14

Image Super-Resolution Using Deep Convolutional Networks

Chao Dong, Chen Change Loy, Kaiming He et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 9.9K citations

, , +16

Accurate Image Super-Resolution Using Very Deep Convolutional Networks

Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee · 2016 · 7.6K citations

, , +14

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Wenzhe Shi, José Caballero, Ferenc Huszár et al. · 2016 · 7.1K citations

, , +13

1–5 of 4.1K

Authors

11.2K

  1. RT
    Radu Timofte

    ETH Zurich, Switzerland

    65 publications · 15.4K citations

    35

    h-index

  2. CD
    Chao Dong

    Shenzhen Institutes of Advanced Technology, China

    47 publications · 21.6K citations

    34

    h-index

  3. JJ
    Junjun Jiang

    Harbin Institute of Technology, China

    45 publications · 3.2K citations

    29

    h-index

  4. XG
    Xinbo Gao

    Xidian University, China

    46 publications · 4.4K citations

    28

    h-index

  5. LV
    Luc Van Gool

    ETH Zurich, Switzerland

    35 publications · 9.8K citations

    26

    h-index

1–5 of 11.2K

Institutions

2.2K

  1. Wuhan University

    Wuhan, China

    53 h-index

    363 publications

    32.4K citations

  2. Chinese Academy of Sciences

    Beijing, China

    52 h-index

    480 publications

    32.2K citations

  3. Xidian University

    Xi'an, China

    49 h-index

    459 publications

    40K citations

  4. Harbin Institute of Technology

    Harbin, China

    46 h-index

    200 publications

    22.5K citations

  5. Northwestern Polytechnical University

    Xi'an, China

    44 h-index

    226 publications

    17.8K citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    43 h-index

    192 publications

    17.5K citations

  7. Tsinghua University

    Beijing, China

    38 h-index

    305 publications

    30.2K citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    37 h-index

    248 publications

    32.6K citations

1–8 of 2.2K

Venues

  1. IEEE Transactions on Image Processing

    197 publications · 31.9K citations

    88

    h-index

  2. IEEE Transactions on Geoscience and Remote Sensing

    131 publications · 10.1K citations

    60

    h-index

  3. arXiv (Cornell University)

    Repository · 210 publications · 14.2K citations

    49

    h-index

  4. 40

    h-index

  5. Remote Sensing

    86 publications · 5.5K citations

    38

    h-index

1–5