Concepedia

Segmentation Refinement

Segmentation Refinement is a methodological process in volume segmentation that iteratively improves the accuracy and coherence of initial segmentation results by reducing noise, correcting boundary inaccuracies, and resolving topological errors through localized adjustments guided by domain-specific constraints or learned priors.

175

Publications

9.5K

Citations

662

Authors

272

Institutions

Publications per year

2017–2026

108

Parents

Publications

175

MP2RAGE, a self bias-field corrected sequence for improved segmentation and T1-mapping at high field

José P. Marques, Tobias Kober, Gunnar Krueger et al. · NeuroImage · 2009 · 1.6K citations · Full text

, , +13

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

Guotai Wang, María A. Zuluaga, Wenqi Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 497 citations · Full text

, , +17

Unsupervised image segmentation evaluation and refinement using a multi-scale approach

Brian Alan Johnson, Zhixiao Xie · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 322 citations

, , +13

Boundary-aware context neural network for medical image segmentation

Ruxin Wang, Shu‐Yuan Chen, Chaojie Ji et al. · Medical Image Analysis · 2022 · 231 citations · Full text

, , +13

Interactive Image Segmentation via Backpropagating Refinement Scheme

Won-Dong Jang, Chang‐Su Kim · 2019 · 220 citations

, , +13

1–5 of 175

Authors

662

  1. RB
    Reinhard Beichel

    University of Iowa, United States

    5 publications · 146 citations

    5

    h-index

  2. CL
    Chunming Li

    University of Electronic Science and Technology of China, China

    4 publications · 277 citations

    4

    h-index

  3. LY
    Lequan Yu

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 242 citations

    3

    h-index

  4. AB
    Alexander Bornik

    Graz University of Technology, Austria

    3 publications · 111 citations

    3

    h-index

  5. AG
    Alok Gupta

    University of Minnesota, United States

    3 publications · 104 citations

    3

    h-index

1–5 of 662

Institutions

272

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    18 publications

    1.1K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    7 publications

    289 citations

  3. University College London

    London, United Kingdom

    4 h-index

    12 publications

    4.7K citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    8 publications

    242 citations

  5. South China University of Technology

    Guangzhou, China

    4 h-index

    12 publications

    335 citations

  6. Northwestern Polytechnical University

    Xi'an, China

    4 h-index

    7 publications

    407 citations

  7. Johns Hopkins University

    Baltimore, United States

    4 h-index

    5 publications

    255 citations

  8. Siemens (United States)

    Princeton, United States

    4 h-index

    8 publications

    243 citations

1–8 of 272

Venues

  1. IEEE Access

    6 publications · 197 citations

    8

    h-index

  2. Medical Image Analysis

    7 publications · 613 citations

    8

    h-index

  3. arXiv (Cornell University)

    Repository · 7 publications · 174 citations

    7

    h-index

  4. IEEE Transactions on Medical Imaging

    7 publications · 522 citations

    7

    h-index

  5. 6

    h-index

1–5