Concepedia

Instance-aware Semantic Segmentation

Instance-Aware Semantic Segmentation is a semantic segmentation framework that, as a unified task, performs both semantic class prediction and instance discrimination by generating instance-sensitive pixel-level labels while preserving semantic consistency across object boundaries.

58

Publications

8.8K

Citations

233

Authors

97

Institutions

Publications per year

2017–2026

52

Parents

Publications

58

The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes

Gerhard Neuhold, Tobias Ollmann, Samuel Rota Bulò et al. · 2017 · 1.4K citations

, , +16

Instance-Aware Semantic Segmentation via Multi-task Network Cascades

Jifeng Dai, Kaiming He, Jian Sun · 2016 · 1.3K citations

, , +11

Fully Convolutional Instance-Aware Semantic Segmentation

Yi Li, Haozhi Qi, Jifeng Dai et al. · 2017 · 1.1K citations

, , +12

Review the state-of-the-art technologies of semantic segmentation based on deep learning

Yujian Mo, Yan Wu, Xinneng Yang et al. · Neurocomputing · 2022 · 615 citations

, , +15

A Brief Survey on Semantic Segmentation with Deep Learning

Shijie Hao, Yuan Zhou, Yanrong Guo · Neurocomputing · 2020 · 589 citations

, , +15

1–5 of 58

Authors

233

  1. JD
    Jifeng Dai

    Tsinghua University, China

    5 publications · 2.6K citations

    5

    h-index

  2. XQ
    Xiaojuan Qi

    University of Hong Kong, Hong Kong SAR China

    4 publications · 306 citations

    4

    h-index

  3. LW
    Liwei Wang

    Peking University, China

    3 publications · 237 citations

    3

    h-index

  4. YL
    Yanwei Li

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 237 citations

    3

    h-index

  5. JJ
    Jiaya Jia

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 237 citations

    3

    h-index

1–5 of 233

Institutions

97

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    13 publications

    1.1K citations

  2. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    3 publications

    294 citations

  3. Tsinghua University

    Beijing, China

    3 h-index

    5 publications

    2.4K citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    8 publications

    271 citations

  5. ETH Zurich

    Zurich, Switzerland

    3 h-index

    14 publications

    2.4K citations

  6. University of Oxford

    Oxford, United Kingdom

    3 h-index

    5 publications

    432 citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    7 publications

    260 citations

  8. Max Planck Institute for Informatics

    Saarbrücken, Germany

    2 h-index

    4 publications

    572 citations

1–8 of 97

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 618 citations

    11

    h-index

  2. Neurocomputing

    3 publications · 1.8K citations

    3

    h-index

  3. Remote Sensing

    3 publications · 150 citations

    3

    h-index

  4. Computers and Electronics in Agriculture

    3 publications · 143 citations

    2

    h-index

  5. IEEE Robotics and Automation Letters

    2 publications · 243 citations

    2

    h-index

1–5