Concepedia

Tensor Reconstruction

Tensor Reconstruction is a computational framework within Reconstruction Theory that uniquely integrates multiway data structures through higher-order tensor factorization to recover latent multidimensional patterns from incomplete or noisy observations.

207

Publications

11.2K

Citations

682

Authors

342

Institutions

Publications per year

2017–2026

103

Parents

Publications

207

High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity

David S. Tuch, Timothy G. Reese, Mette R. Wiegell et al. · Magnetic Resonance in Medicine · 2002 · 1.6K citations

, , +16

A tensor-based method for missing traffic data completion

Huachun Tan, Guangdong Feng, Jianshuai Feng et al. · Transportation Research Part C Emerging Technologies · 2013 · 428 citations · Full text

, , +14

Robust Low-Rank Tensor Recovery: Models and Algorithms

Donald Goldfarb, Zhiwei Qin · SIAM Journal on Matrix Analysis and Applications · 2014 · 416 citations · Full text

, , +17

Condition Number as a Measure of Noise Performance of Diffusion Tensor Data Acquisition Schemes with MRI

Stefan Skare, Maj Hedehus, Michael E. Moseley et al. · Journal of Magnetic Resonance · 2000 · 300 citations

, , +16

Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising

Yi Chang, Luxin Yan, Sheng Zhong · 2017 · 221 citations

, , +14

1–5 of 207

Authors

682

  1. MK
    Michael K. Ng

    Hong Kong Baptist University, Hong Kong SAR China

    5 publications · 235 citations

    5

    h-index

  2. GG
    G.T. Gullberg

    University of Utah, United States

    5 publications · 120 citations

    5

    h-index

  3. DM
    Deyu Meng

    Xi'an Jiaotong University, China

    5 publications · 266 citations

    5

    h-index

  4. GB
    Guillaume Bal

    Columbia University, United States

    5 publications · 115 citations

    5

    h-index

  5. FM
    François Monard

    Columbia University, United States

    5 publications · 119 citations

    5

    h-index

1–5 of 682

Institutions

342

  1. Columbia University

    New York, United States

    9 h-index

    24 publications

    1.7K citations

  2. Hunan University

    Changsha, China

    8 h-index

    25 publications

    962 citations

  3. Xi'an Jiaotong University

    Xi'an, China

    8 h-index

    24 publications

    1.2K citations

  4. University of Hong Kong

    Pok Fu Lam, Hong Kong

    6 h-index

    7 publications

    321 citations

  5. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    13 publications

    838 citations

  6. University of Electronic Science and Technology of China

    Chengdu, China

    5 h-index

    17 publications

    513 citations

  7. Tsinghua University

    Beijing, China

    5 h-index

    14 publications

    794 citations

  8. University of Utah

    Salt Lake City, United States

    5 h-index

    14 publications

    346 citations

1–8 of 342

Venues

  1. Magnetic Resonance in Medicine

    MRM · 7 publications · 1.9K citations

    7

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 205 citations

    6

    h-index

  3. Magnetic Resonance Imaging

    5 publications · 176 citations

    5

    h-index

  4. IEEE Transactions on Signal Processing

    6 publications · 291 citations

    5

    h-index

  5. Inverse Problems

    4 publications · 104 citations

    4

    h-index

1–5