Concepedia

Semantic Segmentation

Semantic Segmentation is a computer vision and robot perception task of image segmentation in which each pixel of an image is assigned a semantic class label, yielding a dense per-pixel classification of the scene without distinguishing between different instances of the same class.

10.8K

Publications

1M

Citations

27.3K

Authors

4K

Institutions

Publications per year

2017–2026

8.4K

Parents

Children

Publications

10.8K

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations

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Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell et al. · 2014 · 31.8K citations

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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 30.1K citations

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MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu et al. · 2018 · 25.4K citations

, , +11

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

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1–5 of 10.8K

Authors

27.3K

  1. CS
    Chunhua Shen

    The University of Adelaide, Australia

    71 publications · 21.8K citations

    45

    h-index

  2. YW
    Yunchao Wei

    Beijing Jiaotong University, China

    63 publications · 11.6K citations

    39

    h-index

  3. LV
    Luc Van Gool

    ETH Zurich, Switzerland

    63 publications · 8.4K citations

    37

    h-index

  4. AY
    Alan Yuille

    Johns Hopkins University, United States

    46 publications · 38.6K citations

    34

    h-index

  5. JJ
    Jiaya Jia

    Chinese University of Hong Kong, Hong Kong SAR China

    46 publications · 18.7K citations

    34

    h-index

1–5 of 27.3K

Institutions

4K

  1. Chinese Academy of Sciences

    Beijing, China

    78 h-index

    1.1K publications

    117.9K citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    72 h-index

    341 publications

    93.6K citations

  3. Wuhan University

    Wuhan, China

    70 h-index

    684 publications

    53.9K citations

  4. ETH Zurich

    Zurich, Switzerland

    67 h-index

    409 publications

    49K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    63 h-index

    636 publications

    55.8K citations

  6. Tsinghua University

    Beijing, China

    61 h-index

    422 publications

    73.9K citations

  7. Zhejiang University

    Hangzhou, China

    59 h-index

    542 publications

    38.5K citations

  8. University of Oxford

    Oxford, United Kingdom

    56 h-index

    234 publications

    61.9K citations

1–8 of 4K

Venues

  1. arXiv (Cornell University)

    Repository · 936 publications · 88.7K citations

    115

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 177 publications · 62.1K citations

    77

    h-index

  3. Remote Sensing

    339 publications · 18.9K citations

    69

    h-index

  4. IEEE Transactions on Geoscience and Remote Sensing

    216 publications · 14.6K citations

    67

    h-index

  5. Pattern Recognition

    226 publications · 17.8K citations

    66

    h-index

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