Concepedia

Category-aware Instance Segmentation

Category-Aware Instance Segmentation is an instance segmentation paradigm that, as a semantic-aware extension of basic instance segmentation, explicitly incorporates class category information to differentiate object instances not only by spatial location but also by semantic class, thereby enabling fine-grained identification and separation of objects within complex scenes.

63

Publications

5.8K

Citations

281

Authors

92

Institutions

Publications per year

2017–2026

59

Parents

Publications

63

Robust Object Detection with Interleaved Categorization and Segmentation

Bastian Leibe, Aleš Leonardis, Bernt Schiele · International Journal of Computer Vision · 2007 · 943 citations · Full text

, , +11

OBJ CUT

Manish Kumar, Philip H. S. Torr, Andrew Zisserman · 2005 · 327 citations

, , +16

Learning to Segment Every Thing

Ronghang Hu, Piotr Dollár, Kaiming He et al. · 2018 · 314 citations

, , +11

BoxInst: High-Performance Instance Segmentation with Box Annotations

Zhi Tian, Chunhua Shen, Xinlong Wang et al. · 2021 · 311 citations

, , +13

RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation Based on Visual Foundation Model

Keyan Chen, Chenyang Liu, Hao Chen et al. · IEEE Transactions on Geoscience and Remote Sensing · 2024 · 291 citations · Full text

, , +14

1–5 of 63

Authors

281

  1. YW
    Yunchao Wei

    Beijing Jiaotong University, China

    4 publications · 558 citations

    4

    h-index

  2. CS
    Chunhua Shen

    The University of Adelaide, Australia

    4 publications · 504 citations

    4

    h-index

  3. XW
    Xinlong Wang

    Nanjing University, China

    4 publications · 504 citations

    4

    h-index

  4. JJ
    Jiaya Jia

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 385 citations

    3

    h-index

  5. ZS
    Zhenwei Shi

    Beihang University, China

    3 publications · 340 citations

    3

    h-index

1–5 of 281

Institutions

92

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    13 publications

    1.9K citations

  2. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    22 publications

    1.5K citations

  3. Beihang University

    Beijing, China

    5 h-index

    15 publications

    1.7K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    6 publications

    204 citations

  5. University of Hong Kong

    Pok Fu Lam, Hong Kong

    4 h-index

    11 publications

    632 citations

  6. Tencent (China)

    Shenzhen, China

    4 h-index

    11 publications

    1.4K citations

  7. University of California, Berkeley

    Berkeley, United States

    4 h-index

    10 publications

    1.8K citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    8 publications

    570 citations

1–8 of 92

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 580 citations

    12

    h-index

  2. 3

    h-index

  3. IEEE Transactions on Image Processing

    2 publications · 102 citations

    2

    h-index

  4. 2

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 84 citations

    2

    h-index

1–5