Concepedia

Edge-preserving Segmentation

Edge-Preserving Segmentation is a semantic segmentation method that belongs to the class of pixel-level image labeling techniques, distinguished by its explicit integration of edge continuity and boundary coherence constraints to maintain sharp object contours while minimizing over-smoothing in homogeneous regions.

106

Publications

6.8K

Citations

394

Authors

198

Institutions

Publications per year

2017–2026

44

Parents

Publications

106

Hybrid image segmentation using watersheds and fast region merging

Kostas Haris, S.N. Efstratiadis, Nicos Maglaveras et al. · IEEE Transactions on Image Processing · 1998 · 735 citations

, , +12

Salient Object Detection With Pyramid Attention and Salient Edges

Wenguan Wang, Zhao Shuyang, Jianbing Shen et al. · 2019 · 561 citations

, , +16

Automated Vessel Segmentation Using Infinite Perimeter Active Contour Model with Hybrid Region Information with Application to Retinal Images

Yitian Zhao, Lavdie Rada, Ke Chen et al. · IEEE Transactions on Medical Imaging · 2015 · 401 citations · Full text

, , +17

A survey of graph theoretical approaches to image segmentation

Bo Peng, Lei Zhang, David Zhang · Pattern Recognition · 2012 · 395 citations

, , +14

Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform

Liang-Chieh Chen, Jonathan T. Barron, George Papandreou et al. · 2016 · 389 citations

, , +13

1–5 of 106

Authors

394

  1. GS
    Giorgos Sfikas

    University of Ioannina, Greece

    2 publications · 69 citations

    2

    h-index

  2. LC
    Liang-Chieh Chen

    Google (United States), United States

    2 publications · 424 citations

    2

    h-index

  3. KH
    Kostas Haris

    Aristotle University of Thessaloniki, Greece

    2 publications · 770 citations

    2

    h-index

  4. CN
    Christophoros Nikou

    University of Ioannina, Greece

    2 publications · 69 citations

    2

    h-index

  5. AY
    Alan Yuille

    Johns Hopkins University, United States

    2 publications · 424 citations

    2

    h-index

1–5 of 394

Institutions

198

  1. Xidian University

    Xi'an, China

    3 h-index

    13 publications

    910 citations

  2. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    12 publications

    624 citations

  3. Sun Yat-sen University

    Guangzhou, China

    3 h-index

    9 publications

    260 citations

  4. University of Bremen

    Bremen, Germany

    3 h-index

    10 publications

    1.7K citations

  5. University of Minnesota

    Minneapolis, United States

    2 h-index

    6 publications

    483 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    4 publications

    200 citations

  7. Microsoft (United States)

    Redmond, United States

    2 h-index

    6 publications

    645 citations

  8. Seoul National University

    Seoul, South Korea

    2 h-index

    5 publications

    105 citations

1–8 of 198

Venues

  1. IEEE Access

    6 publications · 199 citations

    6

    h-index

  2. Computers in Biology and Medicine

    4 publications · 162 citations

    4

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 131 citations

    3

    h-index

  4. IEEE Transactions on Image Processing

    3 publications · 871 citations

    3

    h-index

  5. Pattern Recognition

    3 publications · 444 citations

    3

    h-index

1–5