Concepedia

Boundary-aware Segmentation

Boundary-Aware Segmentation is a semantic segmentation method that enhances pixel-level classification accuracy by explicitly modeling object boundary information to distinguish between adjacent instances and improve segmentation coherence.

262

Publications

33.1K

Citations

1.1K

Authors

390

Institutions

Publications per year

2017–2026

190

Parents

Publications

262

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

Radhakrishna Achanta, Anil Shaji, Kevin Smith et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 9.1K citations · Full text

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Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Liang-Chieh Chen, Yukun Zhu, George Papandreou et al. · arXiv (Cornell University) · 2018 · 4.6K citations · Full text

, , +16

Large Kernel Matters — Improve Semantic Segmentation by Global Convolutional Network

Chao Peng, Xiangyu Zhang, Gang Yu et al. · 2017 · 1.7K citations

, , +12

BASNet: Boundary-Aware Salient Object Detection

Xuebin Qin, Zichen Zhang, Chenyang Huang et al. · 2019 · 1.6K citations

, , +14

BING: Binarized Normed Gradients for Objectness Estimation at 300fps

Ming‐Ming Cheng, Ziming Zhang, Wen-Yan Lin et al. · 2014 · 1.1K citations · Full text

, , +16

1–5 of 262

Authors

1.1K

  1. CP
    Chao Peng

    Megvii (China)

    4 publications · 2.7K citations

    4

    h-index

  2. AF
    Aaron Fenster

    Western University, Canada

    3 publications · 258 citations

    3

    h-index

  3. DB
    Dónal B. Downey

    Western University, Canada

    3 publications · 258 citations

    3

    h-index

  4. CY
    Changqian Yu

    Huazhong University of Science and Technology, China

    3 publications · 1K citations

    3

    h-index

  5. YZ
    Yao Zhao

    Beijing Jiaotong University, China

    3 publications · 128 citations

    3

    h-index

1–5 of 1.1K

Institutions

390

  1. Chinese Academy of Sciences

    Beijing, China

    12 h-index

    35 publications

    1.8K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    10 h-index

    29 publications

    1.9K citations

  3. Zhejiang University

    Hangzhou, China

    7 h-index

    23 publications

    806 citations

  4. Huazhong University of Science and Technology

    Wuhan, China

    7 h-index

    21 publications

    3.3K citations

  5. Tsinghua University

    Beijing, China

    6 h-index

    20 publications

    4.2K citations

  6. Peking University

    Beijing, China

    6 h-index

    11 publications

    1.5K citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    6 h-index

    24 publications

    915 citations

  8. Wuhan University

    Wuhan, China

    6 h-index

    21 publications

    1.6K citations

1–8 of 390

Venues

  1. arXiv (Cornell University)

    Repository · 17 publications · 5.2K citations

    13

    h-index

  2. IEEE Transactions on Medical Imaging

    12 publications · 881 citations

    12

    h-index

  3. IEEE Transactions on Image Processing

    9 publications · 594 citations

    9

    h-index

  4. IEEE Access

    7 publications · 216 citations

    7

    h-index

  5. Remote Sensing

    7 publications · 354 citations

    7

    h-index

1–5