Michael Elad - Publications, H-index & Citations

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Michael Elad

pacific northwest national laboratory

87H-index

412Paper Count

6.4WCitation Count

Published Papers 60

Publication Date

Data center chiller plant optimization via mixed-integer nonlinear differentiable predictive control

Control Engineering Practice

IF4.6

2026-05-20

PREAI

Ján Boldocký; Cary Faulkner; Elad Michael; Martin Gulan; Aaron Tuor; Ján Drgoňa

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Gradient free cooperative seeking of a moving source

AUTOMATICA

IF5.9

2023-06-01

OAAI

Michael, Elad; Manzie, Chris; Wood, Tony A.; Zelazo, Daniel; Shames, Iman

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Deep Energy: Task Driven Training of Deep Neural Networks

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2021-02-01

OAAI

Golts, Alona; Freedman, Daniel; Elad, Michael

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Better Compression With Deep Pre-Editing

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2021-01-01

OAAI

Talebi, Hossein; Kelly, Damien; Luo, Xiyang; Dorado, Ignacio Garcia; Yang, Feng; Milanfar, Peyman; Elad, Michael

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Deep K-SVD Denoising

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2021-01-01

PREAI

Scetbon, Meyer; Elad, Michael; Milanfar, Peyman

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Another step toward demystifying deep neural networks

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-10-15

OAAI

Elad, Michael; Simon, Dror; Aberdam, Aviad

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Unsupervised Single Image Dehazing Using Dark Channel Prior Loss

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2020-01-01

159

OAAI

Golts, Alona; Freedman, Daniel; Elad, Michael

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Optimized Pre-Compensating Compression

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2018-10-01

OAAI

Dar, Yehuda; Elad, Michael; Bruckstein, Alfred M.

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Theoretical Foundations of Deep Learning via Sparse Representations A multilayer sparse model and its connection to convolutional neural networks

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2018-07-01

PREAI

Papyan, Vardan; Romano, Yaniv; Sulam, Jeremias; Elad, Michael

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Example-Based Image Synthesis via Randomized Patch-Matching

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2018-01-01

OAAI

Ren, Yi; Romano, Yaniv; Elad, Michael

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Style Transfer Via Texture Synthesis

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2017-05-01

115

OAAI

Elad, Michael; Milanfar, Peyman

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Large Inpainting of Face Images With Trainlets

ieee signal processing magazine

IF3.9

2016-12-01

PREAI

Sulam, Jeremias; Elad, Michael

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Dual Graph Regularized Dictionary Learning

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2016-12-01

PREAI

Yankelevsky, Yael; Elad, Michael

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Linearized Kernel Dictionary Learning

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2016-06-01

OAAI

Golts, Alona; Elad, Michael

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Multi-Scale Patch-Based Image Restoration

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2016-01-01

224

PREAI

Papyan, Vardan; Elad, Michael

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Linear-Time Subspace Clustering via Bipartite Graph Modeling

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2015-10-01

PREAI

Adler, Amir; Elad, Michael; Hel-Or, Yacov

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Guest Editorial: Sparse Coding

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2015-07-18

OAAI

Mairal, J.; Elad, M.; Bach, F.

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Spatially-Adaptive Reconstruction in Computed Tomography Using Neural Networks

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2015-07-01

OAAI

Boublil, David; Elad, Michael; Shtok, Joseph; Zibulevsky, Michael

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Self-content-based audio inpainting

SIGNAL PROCESSING

IF3.6

2015-06-01

PREAI

Bahat, Yuval; Schechner, Yoav Y.; Elad, Michael

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Patch Based Reconstruction of Undersampled Data (PROUD) for High Signal-to-Noise Ratio and High Frame Rate Contrast Enhanced Liver Imaging

MAGNETIC RESONANCE IN MEDICINE

IF3

2014-12-06

OAAI

Cooper, Mitchell A.; Nguyen, Thanh D.; Xu, Bo; Prince, Martin R.; Elad, Michael; Wang, Yi; Spincemaille, Pascal

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Research Directions