Concepedia

Tensor Field Feature Extraction

Tensor Field Feature Extraction is a computational methodology within tensor field analysis that identifies and isolates structurally significant patterns, such as tensor invariants, eigenvector fields, or degenerate points, to enable the interpretation and visualization of underlying physical phenomena in multidimensional data.

25

Publications

1.7K

Citations

81

Authors

50

Institutions

Publications per year

2017–2026

7

Parents

Publications

25

Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds

Nathaniel Thomas, Tess Smidt, Steven Kearnes et al. · arXiv (Cornell University) · 2018 · 572 citations · Full text

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Tensorlines: advection-diffusion based propagation through diffusion tensor fields

David M. Weinstein, Gordon Kindlmann, Eric Lundberg · 1999 · 192 citations

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Tensorlines: advection-diffusion based propagation through diffusion tensor fields

David M. Weinstein, Gordon Kindlmann, Emma Lundberg · 1999 · 149 citations

, , +17

A Continuous Tensor Field Approximation of Discrete DT-MRI Data for Extracting Microstructural and Architectural Features of Tissue

Sinisa Pajevic, Akram Aldroubi, Peter J. Basser · Journal of Magnetic Resonance · 2002 · 145 citations

, , +17

Tensor-based unsupervised feature selection for error-robust handling of unbalanced incomplete multi-view data

Xuanhao Yang, Hangjun Che, Man-Fai Leung · Information Fusion · 2024 · 68 citations

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1–5 of 25

Authors

81

  1. GK
    Gordon Kindlmann

    University of Chicago, United States

    3 publications · 399 citations

    3

    h-index

  2. EZ
    Eugene Zhang

    Oregon State University, United States

    3 publications · 58 citations

    3

    h-index

  3. YZ
    Yue Zhang

    Oregon State University, United States

    3 publications · 58 citations

    3

    h-index

  4. AP
    Alex Pang

    University of California, Santa Cruz, United States

    2 publications · 118 citations

    2

    h-index

  5. DM
    David M. Weinstein

    University of Utah, United States

    2 publications · 341 citations

    2

    h-index

1–5 of 81

Institutions

50

  1. Oregon State University

    Corvallis, United States

    3 h-index

    13 publications

    261 citations

  2. Inserm

    Paris, France

    2 h-index

    12 publications

    308 citations

  3. Brigham and Women's Hospital

    Boston, United States

    2 h-index

    4 publications

    178 citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    2 publications

    49 citations

  5. University of Utah

    Salt Lake City, United States

    2 h-index

    5 publications

    874 citations

  6. University of California, Santa Cruz

    Santa Cruz, United States

    2 h-index

    5 publications

    290 citations

  7. Eunice Kennedy Shriver National Institute of Child Health and Human Development

    Bethesda, United States

    1 h-index

    1 publications

    145 citations

  8. The University of Melbourne

    Melbourne, Australia

    1 h-index

    2 publications

    34 citations

1–8 of 50

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 5 publications · 170 citations

    5

    h-index

  2. Medical Image Analysis

    2 publications · 86 citations

    2

    h-index

  3. Journal of Magnetic Resonance

    JMR · 1 publications · 145 citations

    1

    h-index

  4. Pattern Recognition

    1 publications · 59 citations

    1

    h-index

  5. Human Brain Mapping

    1 publications · 12 citations

    1

    h-index

1–5