Concepedia

Multiscale Reconstruction

Multiscale Reconstruction is a computational framework that integrates data or signals across multiple spatial or temporal scales to recover or infer underlying structures, distinguished from other reconstruction methods by its explicit modeling of hierarchical scale dependencies.

138

Publications

9.8K

Citations

497

Authors

270

Institutions

Publications per year

2017–2026

57

Parents

Publications

138

Image denoising using scale mixtures of gaussians in the wavelet domain

Javier Portilla, Vasily Strela, Martin J. Wainwright et al. · IEEE Transactions on Image Processing · 2003 · 2.3K citations

, , +15

Visual Image Reconstruction from Human Brain Activity using a Combination of Multiscale Local Image Decoders

Yoichi Miyawaki, Hajime Uchida, Okito Yamashita et al. · Neuron · 2008 · 569 citations · Full text

, , +16

THE MULTI-DIMENSIONAL ENSEMBLE EMPIRICAL MODE DECOMPOSITION METHOD

Zhaohua Wu, Norden E. Huang, Xianyao Chen · Advances in Adaptive Data Analysis · 2009 · 402 citations

, , +9

Image enhancement based on a nonlinear multiscale method

Farook Sattar, L. Floreby, G. Salomonsson et al. · IEEE Transactions on Image Processing · 1997 · 364 citations

, , +15

New multiscale transforms, minimum total variation synthesis: applications to edge-preserving image reconstruction

Emmanuel J. Candès, Franck Guo · Signal Processing · 2002 · 294 citations

, , +13

1–5 of 138

Authors

497

  1. RW
    Rebecca Willett

    Duke University, United States

    4 publications · 144 citations

    4

    h-index

  2. SF
    Stefano Ferrari

    University of Milan, Italy

    4 publications · 169 citations

    4

    h-index

  3. MM
    Mauro Maggioni

    Duke University, United States

    3 publications · 180 citations

    3

    h-index

  4. NA
    N. Alberto Borghese

    University of Milan, Italy

    3 publications · 151 citations

    3

    h-index

  5. AS
    Alan S. Willsky

    Massachusetts Institute of Technology, United States

    3 publications · 163 citations

    3

    h-index

1–5 of 497

Institutions

270

  1. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    23 publications

    1.6K citations

  2. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    14 publications

    353 citations

  3. University of Milan

    Milan, Italy

    4 h-index

    12 publications

    527 citations

  4. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    4 h-index

    7 publications

    261 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    6 publications

    356 citations

  6. Decision Systems (United States)

    Northbrook, United States

    3 h-index

    5 publications

    281 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    5 publications

    414 citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    4 publications

    130 citations

1–8 of 270

Venues

  1. IEEE Geoscience and Remote Sensing Letters

    GRSL · 6 publications · 161 citations

    6

    h-index

  2. IEEE Transactions on Image Processing

    5 publications · 2.8K citations

    5

    h-index

  3. 4

    h-index

  4. arXiv (Cornell University)

    Repository · 3 publications · 44 citations

    3

    h-index

  5. Journal of Computational Physics

    3 publications · 91 citations

    3

    h-index

1–5