Concepedia

Super-resolution

Super-Resolution is a raster data processing technique that enhances the spatial resolution of geospatial imagery by inferring and reconstructing fine-grained details from coarse-grained input through learned or algorithmic models.

6.9K

Publications

563.9K

Citations

21.7K

Authors

3.5K

Institutions

Publications per year

2017–2026

4.5K

Variants

Sr

Parents

Publications

6.9K

Generative adversarial networks

Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. · Communications of the ACM · 2020 · 13.6K citations · Full text

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

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

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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

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Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Kai Zhang, Wangmeng Zuo, Yunjin Chen et al. · IEEE Transactions on Image Processing · 2017 · 8.8K citations · Full text

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Accurate Image Super-Resolution Using Very Deep Convolutional Networks

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

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1–5 of 6.9K

Authors

21.7K

  1. RT
    Radu Timofte

    ETH Zurich, Switzerland

    71 publications · 16.2K citations

    37

    h-index

  2. CD
    Chao Dong

    Shenzhen Institutes of Advanced Technology, China

    46 publications · 21.5K citations

    34

    h-index

  3. TS
    Thomas S. Huang

    University of Illinois Urbana-Champaign, United States

    39 publications · 14.2K citations

    31

    h-index

  4. JJ
    Junjun Jiang

    Harbin Institute of Technology, China

    45 publications · 3K citations

    29

    h-index

  5. YZ
    Yulun Zhang

    Northeastern University, United States

    36 publications · 9.1K citations

    28

    h-index

1–5 of 21.7K

Institutions

3.5K

  1. Chinese Academy of Sciences

    Beijing, China

    67 h-index

    959 publications

    55.4K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    67 h-index

    596 publications

    50K citations

  3. Wuhan University

    Wuhan, China

    58 h-index

    489 publications

    38.5K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    53 h-index

    374 publications

    27K citations

  5. Xidian University

    Xi'an, China

    53 h-index

    515 publications

    44.3K citations

  6. Tsinghua University

    Beijing, China

    51 h-index

    456 publications

    37.2K citations

  7. Harvard University

    Cambridge, United States

    50 h-index

    273 publications

    67.1K citations

  8. Nanyang Technological University

    Singapore, Singapore

    47 h-index

    211 publications

    19.6K citations

1–8 of 3.5K

Venues

  1. IEEE Transactions on Image Processing

    212 publications · 39.6K citations

    88

    h-index

  2. Nature Communications

    131 publications · 14.5K citations

    67

    h-index

  3. IEEE Transactions on Geoscience and Remote Sensing

    169 publications · 13.6K citations

    66

    h-index

  4. arXiv (Cornell University)

    Repository · 263 publications · 21.2K citations

    58

    h-index

  5. Scientific Reports

    142 publications · 7.6K citations

    52

    h-index

1–5