Concepedia

Massoud Babaie‐Zadeh

MB

50

Publications

2.9K

Citations

27

H-Index

2002

Active since

Affiliations

Sharif University of Technology(Current)

Institut Universitaire de France

Université Grenoble Alpes

Institut polytechnique de Grenoble

Massoud Babaie‐Zadeh is an author at Sharif University of Technology specializing in engineering, computer science, and inverse problems.

Top concepts

EngineeringComputer ScienceSignal ProcessingInverse ProblemsCompressive SensingPattern RecognitionData ScienceMachine LearningApproximation TheoryImage Analysis

Publications per year

2002–2021

50

Publications

50

A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed $\ell ^{0}$ Norm

Hosein Mohimani, Massoud Babaie‐Zadeh, Christian Jutten · IEEE Transactions on Signal Processing · 2008 · 1.1K citations · Full text

Numerical Analysis, Mathematical Programming, Sparse Solutions +13

Sparse decomposition of two dimensional signals

Aboozar Ghaffari, Massoud Babaie‐Zadeh, Christian Jutten · 2009 · 133 citations

Overcomplete Dictionaries, Sparse Representation, Engineering +10

Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating

Mostafa Sadeghi, Massoud Babaie‐Zadeh, Christian Jutten · IEEE Transactions on Signal Processing · 2014 · 115 citations · Full text

Incremental Learning, Engineering, Machine Learning +16

Dictionary Learning for Sparse Representation: A Novel Approach

Mostafa Sadeghi, Massoud Babaie‐Zadeh, Christian Jutten · IEEE Signal Processing Letters · 2013 · 102 citations · Full text

Low-rank Approximation, Sparse Representation, Image Analysis +15

An Iterative Bayesian Algorithm for Sparse Component Analysis in Presence of Noise

Hadi Zayyani, Massoud Babaie‐Zadeh, Christian Jutten · IEEE Transactions on Signal Processing · 2009 · 91 citations · Full text

Engineering, Machine Learning, Iterative Bayesian Algorithm +20

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