Concepedia

Proposal-based Segmentation

Proposal-Based Segmentation is a method in instance segmentation that generates region proposals to localize individual object instances before performing pixel-level segmentation, distinguishing itself from proposal-free approaches by its reliance on candidate regions to guide the segmentation process.

27

Publications

10.3K

Citations

83

Authors

37

Institutions

Publications per year

2017–2026

19

Parents

Publications

27

Path Aggregation Network for Instance Segmentation

Shu Liu, Lu Qi, Haifang Qin et al. · 2018 · 8.8K citations

, , +13

Path Aggregation Network for Instance Segmentation

Shu Liu, Lu Qi, Haifang Qin et al. · arXiv (Cornell University) · 2018 · 351 citations · Full text

, , +13

SSAP: Single-Shot Instance Segmentation With Affinity Pyramid

Naiyu Gao, Yanhu Shan, Yupei Wang et al. · 2019 · 217 citations

, , +10

Proposal-Free Network for Instance-Level Object Segmentation

Xiaodan Liang, Liang Lin, Yunchao Wei et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 184 citations

, , +15

Proposal-free Network for Instance-level Object Segmentation

Xiaodan Liang, Yunchao Wei, Xiaohui Shen et al. · arXiv (Cornell University) · 2015 · 105 citations · Full text

, , +15

1–5 of 27

Authors

83

  1. SL
    Shu Liu

    Chinese University of Hong Kong, Hong Kong SAR China

    5 publications · 9.2K citations

    5

    h-index

  2. XL
    Xiaodan Liang

    Sun Yat-sen University, China

    4 publications · 350 citations

    4

    h-index

  3. SY
    Shuicheng Yan

    National University of Singapore, Singapore

    4 publications · 350 citations

    4

    h-index

  4. LL
    Liang Lin

    Sun Yat-sen University, China

    4 publications · 350 citations

    4

    h-index

  5. XS
    Xiaohui Shen

    Adobe Systems (United States), United States

    4 publications · 350 citations

    4

    h-index

1–5 of 83

Institutions

37

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    12 publications

    27.5K citations

  2. National University of Singapore

    Singapore, Singapore

    3 h-index

    11 publications

    489 citations

  3. Peking University

    Beijing, China

    3 h-index

    3 publications

    9.1K citations

  4. Adobe Systems (United States)

    San Jose, United States

    3 h-index

    3 publications

    245 citations

  5. Sun Yat-sen University

    Guangzhou, China

    3 h-index

    5 publications

    479 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    7 publications

    1K citations

  7. Horizon Robotics (China)

    Beijing, China

    2 h-index

    4 publications

    703 citations

  8. The University of Texas at Austin

    Austin, United States

    2 h-index

    4 publications

    120 citations

1–8 of 37

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 561 citations

    7

    h-index

  2. 2

    h-index

  3. Expert Systems with Applications

    1 publications · 12 citations

    1

    h-index

  4. IEEE Transactions on Image Processing

    1 publications · 17 citations

    1

    h-index

  5. 1

    h-index

1–5