Concepedia

Open-vocabulary Instance Segmentation

Open-Vocabulary Instance Segmentation is an instance segmentation framework that extends conventional instance segmentation by enabling the detection and delineation of object instances across a broad, potentially unseen vocabulary of categories at test time, leveraging external knowledge sources such as language models to generalize beyond the fixed set of classes observed during training.

13

Publications

1.2K

Citations

76

Authors

21

Institutions

Publications per year

2017–2026

13

Parents

Publications

13

YOLO-World: Real-Time Open-Vocabulary Object Detection

Tianheng Cheng, Lin Song, Yixiao Ge et al. · 2024 · 561 citations

, , +11

Generalized Decoding for Pixel, Image, and Language

Xueyan Zou, Zi-Yi Dou, Jianwei Yang et al. · 2023 · 164 citations

, , +12

A Simple Framework for Open-Vocabulary Segmentation and Detection

Hao Zhang, Feng Li, Xueyan Zou et al. · 2023 · 107 citations

, , +16

Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling

Dat Huynh, Jason Kuen, Zhe Lin et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 78 citations

, , +11

FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation

Jie Oin, Jie Wu, Pengxiang Yan et al. · 2023 · 74 citations

, , +13

1–5 of 13

Authors

76

  1. PY
    Pengxiang Yan

    Sun Yat-sen University, China

    2 publications · 84 citations

    2

    h-index

  2. LS
    Lin Song

    XinHua Hospital, China

    2 publications · 589 citations

    2

    h-index

  3. YS
    Ying Shan

    Tencent (China), China

    2 publications · 589 citations

    2

    h-index

  4. XZ
    Xueyan Zou

    University of Wisconsin–Madison, United States

    2 publications · 271 citations

    2

    h-index

  5. XW
    Xinggang Wang

    Huazhong University of Science and Technology, China

    2 publications · 589 citations

    2

    h-index

1–5 of 76

Institutions

21

  1. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    2 h-index

    6 publications

    870 citations

  2. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    3 publications

    435 citations

  3. Peking University

    Beijing, China

    2 h-index

    3 publications

    69 citations

  4. Tsinghua University

    Beijing, China

    2 h-index

    2 publications

    138 citations

  5. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    2 publications

    148 citations

  6. Huazhong University of Science and Technology

    Wuhan, China

    1 h-index

    3 publications

    1.7K citations

  7. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    4 publications

    76 citations

  8. Tencent (China)

    Shenzhen, China

    1 h-index

    3 publications

    1.7K citations

1–8 of 21

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 86 citations

    4

    h-index

  2. 1

    h-index

  3. Pattern Recognition

    1 publications · 18 citations

1–3