Concepedia

Deep Learning-based Registration

Deep Learning-Based Registration is a type of image registration method that leverages deep neural networks to automatically learn and optimize the spatial alignment of images by capturing complex, nonlinear transformations through data-driven feature representations.

367

Publications

27.1K

Citations

1.5K

Authors

581

Institutions

Publications per year

2017–2026

352

Parents

Publications

367

PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization

Alex Kendall, Matthew Koichi Grimes, Roberto Cipolla · 2015 · 2.3K citations

, , +16

Deep Learning Applications in Medical Image Analysis

Justin Ker, Lipo Wang, Jai Prashanth Rao et al. · IEEE Access · 2017 · 1.5K citations · Full text

, , +17

Deep Closest Point: Learning Representations for Point Cloud Registration

Yue Wang, Justin Solomon · 2019 · 1K citations

, , +16

PointNetLK: Robust & Efficient Point Cloud Registration Using PointNet

Yasuhiro Aoki, Hunter Goforth, Rangaprasad Arun Srivatsan et al. · 2019 · 856 citations

, , +15

A deep learning framework for unsupervised affine and deformable image registration

Bob D. de Vos, Floris F. Berendsen, Max A. Viergever et al. · Medical Image Analysis · 2018 · 833 citations · Full text

, , +15

1–5 of 367

Authors

1.5K

  1. DS
    Dinggang Shen

    University of North Carolina at Chapel Hill, United States

    12 publications · 1.4K citations

    11

    h-index

  2. LJ
    Licheng Jiao

    Xidian University, China

    10 publications · 738 citations

    10

    h-index

  3. PY
    Pew‐Thian Yap

    University of North Carolina at Chapel Hill, United States

    7 publications · 628 citations

    7

    h-index

  4. AV
    Adrian V. Dalca

    Harvard University, United States

    7 publications · 194 citations

    7

    h-index

  5. WJ
    Walter J. Curran

    Emory University, United States

    7 publications · 425 citations

    7

    h-index

1–5 of 1.5K

Institutions

581

  1. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    15 h-index

    61 publications

    7.9K citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    13 h-index

    25 publications

    1.2K citations

  3. Harvard University

    Cambridge, United States

    13 h-index

    29 publications

    839 citations

  4. Xidian University

    Xi'an, China

    12 h-index

    70 publications

    4.6K citations

  5. Chinese Academy of Sciences

    Beijing, China

    12 h-index

    51 publications

    1.8K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    10 h-index

    18 publications

    2.7K citations

  7. Emory University

    Atlanta, United States

    9 h-index

    65 publications

    3.7K citations

  8. Massachusetts General Hospital

    Boston, United States

    9 h-index

    23 publications

    631 citations

1–8 of 581

Venues

  1. arXiv (Cornell University)

    Repository · 36 publications · 1.5K citations

    18

    h-index

  2. IEEE Transactions on Medical Imaging

    16 publications · 942 citations

    15

    h-index

  3. Medical Image Analysis

    14 publications · 1.6K citations

    14

    h-index

  4. Medical Physics

    12 publications · 408 citations

    12

    h-index

  5. 10

    h-index

1–5