Concepedia

Proposal-free Segmentation

Proposal-Free Segmentation is a category of instance segmentation method that directly predicts object instances without relying on region proposals or bounding box detection as intermediate steps.

18

Publications

1.1K

Citations

62

Authors

27

Institutions

Publications per year

2017–2026

14

Parents

Publications

18

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

Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation

Zixiang Zhou, Yang Zhang, Hassan Foroosh · 2021 · 120 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

Multi-scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation

Shu Liu, Xiaojuan Qi, Jianping Shi et al. · 2016 · 89 citations

, , +12

1–5 of 18

Authors

62

  1. NG
    Naiyu Gao

    Center for Excellence in Brain Science and Intelligence Technology, China

    3 publications · 299 citations

    3

    h-index

  2. YS
    Yanhu Shan

    Horizon Robotics (China)

    3 publications · 299 citations

    3

    h-index

  3. XZ
    Xin Zhao

    Chinese Academy of Sciences, China

    3 publications · 299 citations

    3

    h-index

  4. YW
    Yupei Wang

    University of Chinese Academy of Sciences, China

    3 publications · 299 citations

    3

    h-index

  5. KH
    Kaiqi Huang

    Chinese Academy of Sciences, China

    3 publications · 299 citations

    3

    h-index

1–5 of 62

Institutions

27

  1. Horizon Robotics (China)

    Beijing, China

    2 h-index

    4 publications

    703 citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    7 publications

    1K citations

  3. Center for Excellence in Brain Science and Intelligence Technology

    Shanghai, China

    2 h-index

    2 publications

    269 citations

  4. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    8 publications

    1.1K citations

  5. Institute of Automation

    Beijing, China

    1 h-index

    1 publications

    52 citations

  6. ETH Zurich

    Zurich, Switzerland

    1 h-index

    1 publications

    25 citations

  7. European Molecular Biology Laboratory

    Heidelberg, Germany

    1 h-index

    4 publications

    76 citations

  8. University of Central Florida

    Orlando, United States

    1 h-index

    3 publications

    360 citations

1–8 of 27

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 194 citations

    7

    h-index

  2. 1

    h-index

  3. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 1 publications · 50 citations

    1

    h-index

  4. 1

    h-index

  5. mediaTUM (Technical University of Munich)

    Repository · 1 publications · 69 citations

    1

    h-index

1–5