Concepedia

Instance Segmentation Evaluation

Instance Segmentation Evaluation is a technical methodology in computer vision that quantitatively assesses the accuracy of predicted object instances by distinguishing overlapping segmented regions through pixel-level and object-level correspondence with ground truth annotations.

227

Publications

17.4K

Citations

1K

Authors

373

Institutions

Publications per year

2017–2026

218

Parents

Publications

227

Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation

Dongwei Ren, Wei Liu, Rongguang Ye et al. · IEEE Transactions on Cybernetics · 2021 · 1.4K citations

, , +16

Mask Scoring R-CNN

Zhaojin Huang, Lichao Huang, Yongchao Gong et al. · 2019 · 1.1K citations

, , +10

SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation

Weiyue Wang, Ronald Yu, Qiangui Huang et al. · 2018 · 592 citations

, , +14

A Multi-Organ Nucleus Segmentation Challenge

Ruchika Verma, Deepak Anand, Yanning Zhou et al. · IEEE Transactions on Medical Imaging · 2019 · 544 citations · Full text

, , +12

YOLACT++ Better Real-Time Instance Segmentation

Daniel Bolya, Chong Zhou, Fanyi Xiao et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 538 citations · Full text

, , +16

1–5 of 227

Authors

1K

  1. XW
    Xinggang Wang

    Huazhong University of Science and Technology, China

    6 publications · 1.4K citations

    6

    h-index

  2. SL
    Shu Liu

    Chinese University of Hong Kong, Hong Kong SAR China

    4 publications · 661 citations

    4

    h-index

  3. RG
    Ross Girshick

    Meta (Israel), Israel

    4 publications · 753 citations

    4

    h-index

  4. PD
    Piotr Dollár

    Meta (Israel), Israel

    4 publications · 753 citations

    4

    h-index

  5. HC
    Hao Chen

    Chinese University of Hong Kong, Hong Kong SAR China

    4 publications · 1.2K citations

    4

    h-index

1–5 of 1K

Institutions

373

  1. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    35 publications

    2.5K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    10 h-index

    22 publications

    1.7K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    9 h-index

    32 publications

    6K citations

  4. University of Science and Technology of China

    Hefei, China

    8 h-index

    16 publications

    1.8K citations

  5. University of California, Berkeley

    Berkeley, United States

    7 h-index

    11 publications

    1.2K citations

  6. Huazhong University of Science and Technology

    Wuhan, China

    6 h-index

    19 publications

    3.3K citations

  7. Institute of Automation

    Beijing, China

    6 h-index

    15 publications

    852 citations

  8. Tsinghua University

    Beijing, China

    5 h-index

    20 publications

    964 citations

1–8 of 373

Venues

  1. arXiv (Cornell University)

    Repository · 33 publications · 1.2K citations

    18

    h-index

  2. 7

    h-index

  3. Computers and Electronics in Agriculture

    7 publications · 476 citations

    7

    h-index

  4. Medical Image Analysis

    6 publications · 758 citations

    6

    h-index

  5. Sensors

    6 publications · 192 citations

    6

    h-index

1–5