Concepedia

Instance Localization

Instance Localization is the computer vision task of identifying and precisely delineating individual object instances within an image by assigning each pixel to a specific object instance, thereby distinguishing it from both semantic segmentation and detection by providing instance-level spatial masks.

107

Publications

7.3K

Citations

336

Authors

141

Institutions

Publications per year

2017–2026

82

Parents

Publications

107

Multiple-Instance Learning for Natural Scene Classification

Oded Maron, Aparna Lakshmi Ratan · 1998 · 569 citations

, , +10

Active Object Localization with Deep Reinforcement Learning

Juan Carlos Caicedo, Svetlana Lazebnik · 2015 · 484 citations

, , +13

MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features

Liang-Chieh Chen, Alexander Hermans, George Papandreou et al. · 2018 · 401 citations

, , +13

Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks

Peng Wang, Qi Wu, Jiewei Cao et al. · 2019 · 287 citations

, , +16

Dynamic Graph Attention for Referring Expression Comprehension

Sibei Yang, Guanbin Li, Yizhou Yu · 2019 · 239 citations

, , +13

1–5 of 107

Authors

336

  1. GL
    Guanbin Li

    Sun Yat-sen University, China

    5 publications · 589 citations

    5

    h-index

  2. IM
    Ishan Misra

    Meta (Israel), Israel

    4 publications · 300 citations

    5

    h-index

  3. WH
    Weiming Hu

    Chinese Academy of Sciences, China

    3 publications · 89 citations

    3

    h-index

  4. LH
    Lichao Huang

    Horizon Robotics (China)

    3 publications · 86 citations

    3

    h-index

  5. YY
    Yizhou Yu

    University of Hong Kong, Hong Kong SAR China

    3 publications · 338 citations

    3

    h-index

1–5 of 336

Institutions

141

  1. Google (United States)

    Mountain View, United States

    7 h-index

    11 publications

    2.2K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    6 h-index

    12 publications

    542 citations

  3. University of California, Berkeley

    Berkeley, United States

    5 h-index

    7 publications

    743 citations

  4. Zhejiang University

    Hangzhou, China

    5 h-index

    6 publications

    323 citations

  5. Tsinghua University

    Beijing, China

    5 h-index

    8 publications

    323 citations

  6. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    11 publications

    335 citations

  7. Sun Yat-sen University

    Guangzhou, China

    4 h-index

    5 publications

    586 citations

  8. Tencent (China)

    Shenzhen, China

    4 h-index

    15 publications

    851 citations

1–8 of 141

Venues

  1. arXiv (Cornell University)

    Repository · 17 publications · 512 citations

    12

    h-index

  2. 5

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 91 citations

    3

    h-index

  4. 3

    h-index

  5. IEEE Transactions on Multimedia

    2 publications · 96 citations

    2

    h-index

1–5