Concepedia

Interactive Instance Segmentation

Interactive Instance Segmentation is an instance segmentation paradigm that iteratively refines object masks through human-in-the-loop feedback, distinguishing itself from autonomous methods by incorporating user-provided inputs such as clicks or corrections to guide the segmentation process.

36

Publications

1.8K

Citations

138

Authors

89

Institutions

Publications per year

2017–2026

22

Parents

Publications

36

PolyTransform: Deep Polygon Transformer for Instance Segmentation

Justin Liang, Namdar Homayounfar, Wei-Chiu Ma et al. · 2020 · 185 citations

, , +12

NuClick: A deep learning framework for interactive segmentation of microscopic images

Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajadin et al. · Medical Image Analysis · 2020 · 145 citations · Full text

, , +15

Deep GrabCut for Object Selection

Ning Xu, Brian Price, Scott Cohen et al. · 2017 · 130 citations · Full text

, , +16

Interactive Object Segmentation With Inside-Outside Guidance

Shiyin Zhang, Jun Hao Liew, Yunchao Wei et al. · 2020 · 129 citations

, , +12

MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning

Xiangde Luo, Guotai Wang, Tao Song et al. · Medical Image Analysis · 2021 · 129 citations · Full text

, , +14

1–5 of 36

Authors

138

  1. SD
    Suyog Dutt Jain

    The University of Texas at Austin, United States

    3 publications · 71 citations

    3

    h-index

  2. KG
    Kristen Grauman

    The University of Texas at Austin, United States

    3 publications · 71 citations

    3

    h-index

  3. BP
    Brian Price

    Adobe Systems (United States), United States

    3 publications · 197 citations

    3

    h-index

  4. SW
    Shikui Wei

    Beijing Jiaotong University, China

    2 publications · 148 citations

    2

    h-index

  5. YZ
    Yao Zhao

    Beijing Jiaotong University, China

    2 publications · 148 citations

    2

    h-index

1–5 of 138

Institutions

89

  1. University of Toronto

    Toronto, Canada

    3 h-index

    10 publications

    950 citations

  2. The University of Texas at Austin

    Austin, United States

    3 h-index

    6 publications

    142 citations

  3. National University of Singapore

    Singapore, Singapore

    3 h-index

    3 publications

    237 citations

  4. Beijing Jiaotong University

    Beijing, China

    2 h-index

    8 publications

    482 citations

  5. Nanjing University of Science and Technology

    Nanjing, China

    2 h-index

    6 publications

    136 citations

  6. Advanced Technologies Group (United States)

    Stuart, United States

    2 h-index

    12 publications

    1.2K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    2 publications

    90 citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    5 publications

    409 citations

1–8 of 89

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 41 citations

    3

    h-index

  2. Medical Image Analysis

    2 publications · 274 citations

    2

    h-index

  3. International Journal of Computer Vision

    2 publications · 45 citations

    2

    h-index

  4. Pattern Recognition

    2 publications · 81 citations

    2

    h-index

  5. Signal Processing Image Communication

    1 publications · 11 citations

    1

    h-index

1–5