Concepedia

Material Segmentation

Material Segmentation is a methodological contribution in the field of computer vision that partitions a digital image or 3D scene into distinct regions corresponding to individual materials or surface types, differentiating itself from general semantic segmentation by focusing specifically on material properties rather than object or shape boundaries.

152

Publications

5.8K

Citations

658

Authors

291

Institutions

Publications per year

2017–2026

102

Parents

Publications

152

Dual-energy CT-based material extraction for tissue segmentation in Monte Carlo dose calculations

Magdalena Bazalova‐Carter, Jean‐François Carrier, Luc Beaulieu et al. · Physics in Medicine and Biology · 2008 · 203 citations

, , +16

High Throughput Quantitative Metallography for Complex Microstructures Using Deep Learning: A Case Study in Ultrahigh Carbon Steel

Microscopy and Microanalysis · 2019 · 196 citations · Full text

, , +16

Segmenting images using normalized color

Glenn Healey · IEEE Transactions on Systems Man and Cybernetics · 1992 · 160 citations

, , +17

Segmentation of the Farallon slab

Lijun Liu, D. R. Stegman · Earth and Planetary Science Letters · 2011 · 135 citations

, , +6

Defect detection and quantification in electroluminescence images of solar PV modules using U-net semantic segmentation

Lawrence E Pratt, Devashen Govender, Richard Klein · Renewable Energy · 2021 · 117 citations

, , +17

1–5 of 152

Authors

658

  1. JM
    João Manuel R. S. Tavares

    Universidade do Porto, Portugal

    4 publications · 277 citations

    4

    h-index

  2. VH
    Victor Hugo C. de Albuquerque

    Universidade de Fortaleza, Brazil

    4 publications · 277 citations

    4

    h-index

  3. PC
    Paulo César Cortez

    Universidade Federal do Ceará, Brazil

    3 publications · 233 citations

    3

    h-index

  4. PW
    Peter W. Voorhees

    Northwestern University, United States

    3 publications · 125 citations

    3

    h-index

  5. DY
    Dilworth Y. Parkinson

    Lawrence Berkeley National Laboratory, United States

    3 publications · 81 citations

    3

    h-index

1–5 of 658

Institutions

291

  1. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    16 publications

    502 citations

  2. RWTH Aachen University

    Aachen, Germany

    5 h-index

    10 publications

    235 citations

  3. University of California, Berkeley

    Berkeley, United States

    4 h-index

    9 publications

    288 citations

  4. Universidade Federal do Ceará

    Fortaleza, Brazil

    4 h-index

    6 publications

    365 citations

  5. Institute of Mechanical Engineering and Industrial Mangement

    Porto, Portugal

    4 h-index

    6 publications

    481 citations

  6. University of California, Irvine

    Irvine, United States

    4 h-index

    9 publications

    488 citations

  7. École Nationale Supérieure des Mines de Paris

    Paris, France

    4 h-index

    11 publications

    314 citations

  8. Institut polytechnique de Grenoble

    Grenoble, France

    3 h-index

    9 publications

    231 citations

1–8 of 291

Venues

  1. Materials Characterization

    6 publications · 265 citations

    6

    h-index

  2. Measurement

    4 publications · 83 citations

    4

    h-index

  3. Scientific Reports

    3 publications · 117 citations

    3

    h-index

  4. Microscopy and Microanalysis

    3 publications · 225 citations

    3

    h-index

  5. 3

    h-index

1–5