Concepedia

Part-based Instance Segmentation

Part-Based Instance Segmentation is an instance segmentation framework that decomposes objects into semantic parts and performs pixel-level labeling by jointly identifying object instances and their constituent parts, distinguishing it from conventional instance segmentation by explicitly modeling internal object structure.

12

Publications

841

Citations

58

Authors

21

Institutions

Publications per year

2017–2026

11

Parents

Publications

12

DeepGCNs: Making GCNs Go as Deep as CNNs

Guohao Li, Matthias Mueller, Guocheng Qian et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 208 citations · Full text

, , +16

PBNet: Part-based convolutional neural network for complex composite object detection in remote sensing imagery

Xian Sun, Peijin Wang, Cheng Wang et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 186 citations

, , +14

Deep learning for human part discovery in images

Gabriel L. Oliveira, Abhinav Valada, Claas Bollen et al. · 2016 · 93 citations · Full text

, , +13

Synthetic bootstrapping of convolutional neural networks for semantic plant part segmentation

R. Barth, Joris IJsselmuiden, J. Hemming et al. · Computers and Electronics in Agriculture · 2017 · 76 citations · Full text

, , +14

GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts

Haoran Geng, Helin Xu, Chengyang Zhao et al. · 2023 · 69 citations

, , +17

1–5 of 12

Authors

58

  1. GL
    Gabriel L. Oliveira

    University of Freiburg, Germany

    1 publications · 93 citations

    1

    h-index

  2. HG
    Haoran Geng

    Wuhan University of Technology, China

    1 publications · 69 citations

    1

    h-index

  3. KF
    Kai Furmans

    Karlsruhe Institute of Technology, Germany

    1 publications · 15 citations

    1

    h-index

  4. KF
    Kun Fu

    Chinese Academy of Sciences, China

    1 publications · 186 citations

    1

    h-index

  5. XZ
    Xin Zhao

    Tianjin University, China

    1 publications · 35 citations

    1

    h-index

1–5 of 58

Institutions

21

  1. Ablynx (Belgium)

    Ghent, Belgium

    1 h-index

    1 publications

    32 citations

  2. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    1 h-index

    9 publications

    135 citations

  3. Tsinghua University

    Beijing, China

    1 h-index

    2 publications

    138 citations

  4. Wageningen University & Research

    Wageningen, The Netherlands

    1 h-index

    2 publications

    152 citations

  5. King Mongkut's Institute of Technology Ladkrabang

    Bangkok, Thailand

    1 h-index

    4 publications

    220 citations

  6. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    1 h-index

    7 publications

    1.5K citations

  7. Ghent University

    Ghent, Belgium

    1 h-index

    5 publications

    160 citations

  8. Aerospace Information Research Institute

    Beijing, China

    1 h-index

    4 publications

    744 citations

1–8 of 21

Venues

  1. 1

    h-index

  2. Procedia CIRP

    1 publications · 15 citations

    1

    h-index

  3. Complex & Intelligent Systems

    1 publications · 55 citations

    1

    h-index

  4. Computers and Electronics in Agriculture

    1 publications · 76 citations

    1

    h-index

  5. Lecture notes in computer science

    LNCS · Book series · 1 publications · 35 citations

    1

    h-index

1–5