Concepedia

Pixel-wise Classification

Pixel-Wise Classification is a pixel-level semantic labeling task in computer vision that assigns a categorical class label to each individual pixel in an image, distinguishing it from other image-level or region-level interpretation methods by operating at the finest granular spatial resolution.

1.1K

Publications

84.2K

Citations

4.1K

Authors

1.3K

Institutions

Publications per year

2017–2026

607

Parents

Publications

1.1K

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Sebastian Bach, Alexander Binder, Grégoire Montavon et al. · PLoS ONE · 2015 · 4.6K citations · Full text

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Learning Deconvolution Network for Semantic Segmentation

Hyeonwoo Noh, Seunghoon Hong, Bohyung Han · 2015 · 4K citations

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Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

Liangpei Zhang, Lefei Zhang, Bo Du · IEEE Geoscience and Remote Sensing Magazine · 2016 · 2.2K citations

, , +17

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

Vijay Badrinarayanan, Roberto Cipolla · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 1.5K citations · Full text

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More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification

Danfeng Hong, Lianru Gao, Naoto Yokoya et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 1.3K citations · Full text

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1–5 of 1.1K

Authors

4.1K

  1. JC
    Jocelyn Chanussot

    Institut polytechnique de Grenoble, France

    10 publications · 2.7K citations

    10

    h-index

  2. JA
    Jón Atli Benediktsson

    University of Iceland, Iceland

    6 publications · 1.7K citations

    6

    h-index

  3. CP
    Claudio Persello

    University of Twente, Netherlands

    6 publications · 394 citations

    6

    h-index

  4. YT
    Yuliya Tarabalka

    Institut national de recherche en sciences et technologies du numérique, France

    6 publications · 1.6K citations

    6

    h-index

  5. UM
    Ujjwal Maulik

    Jadavpur University, India

    6 publications · 353 citations

    6

    h-index

1–5 of 4.1K

Institutions

1.3K

  1. Chinese Academy of Sciences

    Beijing, China

    30 h-index

    152 publications

    11.5K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    20 h-index

    62 publications

    4.7K citations

  3. Wuhan University

    Wuhan, China

    16 h-index

    63 publications

    10K citations

  4. Zhejiang University

    Hangzhou, China

    14 h-index

    49 publications

    3.2K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    14 h-index

    39 publications

    4.2K citations

  6. Institut polytechnique de Grenoble

    Grenoble, France

    13 h-index

    24 publications

    8.5K citations

  7. Institute of Remote Sensing and Digital Earth

    Beijing, China

    12 h-index

    41 publications

    1.8K citations

  8. Beihang University

    Beijing, China

    12 h-index

    26 publications

    701 citations

1–8 of 1.3K

Venues

  1. Remote Sensing

    74 publications · 3.6K citations

    34

    h-index

  2. arXiv (Cornell University)

    Repository · 50 publications · 5.5K citations

    31

    h-index

  3. 29

    h-index

  4. International Journal of Remote Sensing

    34 publications · 2.3K citations

    23

    h-index

  5. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 22 publications · 4.1K citations

    20

    h-index

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