Concepedia

Instance Segmentation

Instance Segmentation is a computer vision task that belongs to the category of image segmentation methods, distinguished by its identification and delineation of each distinct object instance in an image at the pixel level, assigning unique labels to individual objects of the same class.

5K

Publications

492.6K

Citations

15.8K

Authors

3K

Institutions

Publications per year

2017–2026

3.7K

Parents

Children

Publications

5K

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár et al. · 2017 · 28.8K citations

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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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Momentum Contrast for Unsupervised Visual Representation Learning

Kaiming He, Haoqi Fan, Yuxin Wu et al. · 2020 · 12K citations

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Segment Anything

Alexander M. Kirillov, Eric Mintun, Nikhila Ravi et al. · 2023 · 9.1K citations

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UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh et al. · Lecture notes in computer science · 2018 · 9K citations · Full text

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1–5 of 5K

Authors

15.8K

  1. CS
    Chunhua Shen

    The University of Adelaide, Australia

    37 publications · 6.4K citations

    30

    h-index

  2. JJ
    Jiaya Jia

    Chinese University of Hong Kong, Hong Kong SAR China

    32 publications · 12.3K citations

    26

    h-index

  3. LV
    Luc Van Gool

    ETH Zurich, Switzerland

    27 publications · 10.8K citations

    24

    h-index

  4. RG
    Ross Girshick

    Meta (Israel), Israel

    23 publications · 62.2K citations

    22

    h-index

  5. LS
    Ling Shao

    Inception Institute of Artificial Intelligence, United Arab Emirates

    24 publications · 2.4K citations

    21

    h-index

1–5 of 15.8K

Institutions

3K

  1. Chinese Academy of Sciences

    Beijing, China

    45 h-index

    431 publications

    24.6K citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    45 h-index

    218 publications

    66.5K citations

  3. Tsinghua University

    Beijing, China

    42 h-index

    201 publications

    15.7K citations

  4. University of Oxford

    Oxford, United Kingdom

    41 h-index

    108 publications

    22.4K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    40 h-index

    272 publications

    15.4K citations

  6. Zhejiang University

    Hangzhou, China

    40 h-index

    242 publications

    15.8K citations

  7. Huazhong University of Science and Technology

    Wuhan, China

    35 h-index

    204 publications

    29.6K citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    34 h-index

    237 publications

    15.9K citations

1–8 of 3K

Venues

  1. arXiv (Cornell University)

    Repository · 497 publications · 38.1K citations

    73

    h-index

  2. Pattern Recognition

    183 publications · 14.5K citations

    54

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 91 publications · 37.8K citations

    51

    h-index

  4. Medical Image Analysis

    82 publications · 8.2K citations

    45

    h-index

  5. Computers and Electronics in Agriculture

    74 publications · 4.8K citations

    42

    h-index

1–5