World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
53
Citations
21058
World Ranking
3302
National Ranking
971

Research.com Recognitions

  • 2014 - Fellow of the American Mathematical Society For contributions to modern harmonic analysis and its applications, and for building bridges between mathematics and other areas of science and engineering.

Overview

Akram Aldroubi is affiliated with Vanderbilt University in the United States. Their research spans multiple domains in mathematics and computer science, with a focus on applied mathematics and computational methods.

The scientist's work covers several main fields of study:

  • Computer Science
  • Mathematics

Key subfields include:

  • Computer Vision and Pattern Recognition
  • Mathematical Physics
  • Artificial Intelligence
  • Applied Mathematics
  • Nuclear and High Energy Physics

Main topics addressed in their research are:

  • Mathematical Analysis and Transform Methods
  • Image and Signal Denoising Methods
  • NMR spectroscopy and applications
  • Numerical methods in inverse problems
  • Seismic Imaging and Inversion Techniques
  • Sparse and Compressive Sensing Techniques
  • Atomic and Subatomic Physics Research

Their recent published papers include:

  • The Signed Cumulative Distribution Transform for 1-D signal analysis and classification (2022), Foundations of Data Science
  • Predictive algorithms in dynamical sampling for burst-like forcing terms (2023), Applied and Computational Harmonic Analysis
  • Recovery of rapidly decaying source terms from dynamical samples in evolution equations (2023), Sampling Theory Signal Processing and Data Analysis
  • Foreword (2021), Sampling Theory Signal Processing and Data Analysis
  • Dynamical sampling for the recovery of spatially constant source terms in dynamical systems (2024), Linear Algebra and its Applications

Frequently publishing venues include:

  • arXiv (Cornell University)
  • Sampling Theory Signal Processing and Data Analysis
  • Foundations of Data Science
  • Applied and Computational Harmonic Analysis
  • Linear Algebra and its Applications

Collaborations appear often with several coauthors, among whom are:

  • Ilya Krishtal
  • Rocío Díaz Martín
  • Iván Medri
  • Gustavo K. Rohde
  • Sumati Thareja

Among recognized distinctions, Akram Aldroubi was named a Fellow of the American Mathematical Society in 2014 for contributions to modern harmonic analysis and its applications, as well as efforts in connecting mathematics with other scientific and engineering disciplines.

Best Publications

  • In vivo fiber tractography using DT-MRI data

    Peter J. Basser;Sinisa Pajevic;Carlo Pierpaoli;Jeffrey Duda

  • B-spline signal processing. I. Theory

    M. Unser;A. Aldroubi;M. Eden

  • B-SPLINE SIGNAL PROCESSING: PART I-THEORY

    M Unser;A Aldroubi;M Eden

  • A review of wavelets in biomedical applications

    M. Unser;A. Aldroubi

  • B-spline signal processing. II. Efficiency design and applications

    M. Unser;A. Aldroubi;M. Eden

  • Nonuniform Sampling and Reconstruction in Shift-Invariant Spaces

    Akram Aldroubi;Karlheinz Gröchenig

  • Fast B-spline transforms for continuous image representation and interpolation

    M. Unser;A. Aldroubi;M. Eden

  • B-SPLINE SIGNAL PROCESSING: PART II-EFFICIENT DESIGN AND APPLICATIONS

    Michael Unser;Akram Aldroubi;Murray Eden

  • Wavelets in Medicine and Biology

    Akram Aldroubi;Michael A. Unser

  • The adaptive bases algorithm for intensity-based nonrigid image registration

    G.K. Rohde;A. Aldroubi;B.M. Dawant

  • A general sampling theory for nonideal acquisition devices

    M. Unser;A. Aldroubi

  • On the asymptotic convergence of B-spline wavelets to Gabor functions

    M. Unser;A. Aldroubi;M. Eden

  • Sampling procedures in function spaces and asymptotic equivalence with shannon's sampling theory

    Akram Aldroubi;Michael Unser

  • A family of polynomial spline wavelet transforms

    Michael Unser;Akram Aldroubi;Murray Eden

  • Fast wavelet transformation of EEG

    Steven J. Schiff;Akram Aldroubi;Michael Unser;Susumu Sato

  • Enlargement or reduction of digital images with minimum loss of information

    M. Unser;A. Aldroubi;M. Eden

  • Recursive regularization filters: design, properties, and applications

    M. Unser;A. Aldroubi;M. Eden

  • p-Frames and Shift Invariant Subspaces of L p

    Akram Aldroubi;Qiyu Sun;Wai-Shing Tang

  • The L/sub 2/-polynomial spline pyramid

    M. Unser;A. Aldroubi;M. Eden

  • Cardinal spline filters: stability and convergence to the ideal sinc interpolator

    A. Aldroubi;M. Unser;M. Eden

Frequent Co-Authors

Michael Unser
Michael Unser École Polytechnique Fédérale de Lausanne
Gustavo K. Rohde
Gustavo K. Rohde University of Virginia
Andrew F. Laine
Andrew F. Laine Columbia University
Qiyu Sun
Qiyu Sun University of Central Florida
Karlheinz Gröchenig
Karlheinz Gröchenig University of Vienna
Andreas Chrambach
Andreas Chrambach National Institutes of Health
Benoit M. Dawant
Benoit M. Dawant Vanderbilt University
Stephen L. Bacharach
Stephen L. Bacharach University of California, San Francisco
Hans G. Feichtinger
Hans G. Feichtinger University of Vienna
Patrice Abry
Patrice Abry École Normale Supérieure de Lyon

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