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Michaël Unser

ecole polytechnique federale de lausanne

100H-index
1.0KPaper Count
5.1WCitation Count
Published Papers 185
Publication Date
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Multivariate Fields of Experts for Convergent Image Reconstruction
errIEEE Transactions on Computational Imaging
IF4.8
err2026-04-20
err0
errOAAI
errStanislas Ducotterd; Michael Unser
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errSave
Revisiting PSF models: Unifying framework and high-performance implementation
errJournal of Microscopy
IF1.9
err2025-11-01
err0
errOAAI
errLiu, Yan; Stergiopoulou, Vasiliki; Chuah, Jonathan; Bezzam, Eric; Both, Gert-Jan; Unser, Michael; Sage, Daniel; Dong, Jonathan
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errSave
Controlled learning of pointwise nonlinearities in neural-network-like architectures
errAPPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
IF3.2
err2025-06-01
err0
PREAI
errUnser, Michael; Goujon, Alexis; Ducotterd, Stanislas
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errSave
Model-based temporal unmixing towards quantitative photo-switching optoacoustic tomography
errOPTICS EXPRESS
IF3.3
err2025-02-06
err1
errOAAI
errLiu, Yan; Chuah, Jonathan; Huang, Yishu; Stiel, Andre c.; Unser, Michael; Dong, Jonathan
errShare
errSave
Generalized Ray Tracing With Basis Functions for Tomographic Projections
errIEEE Transactions on Computational Imaging
IF4.8
err2025-01-01
err0
errOAAI
errYoussef Haouchat; Sepand Kashani; Philippe Thévenaz; Michael Unser
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errSave
Point-spread-function engineering in MINFLUX: optimality of donut and half-moon excitation patterns
errOPTICS LETTERS
IF3.3
err2024-12-16
err0
errOAAI
errLiu, Yan; Dong, Jonathan; Maya, Juan augusto; Balzarotti, Francisco; Unser, Michael
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errSave
Deep-prior ODEs augment fluorescence imaging with chemical sensors
errNATURE COMMUNICATIONS
IF15.7
err2024-10-24
err0
errOAAI
errPham, Thanh-an; Boquet-Pujadas, Aleix; Mondal, Sandip; Unser, Michael; Barbastathis, George
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errSave
From Nano to Macro An overview of the IEEE Bio Image and Signal Processing Technical Committee
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2023-06-01
err2
errOAAI
errAviyente, Selin; Frangi, Alejandro F.; Meijering, Erik; Munoz-Barrutia, Arrate; Liebling, Michael; Van de Ville, Dimitri; Olivo-Marin, Jean-Christophe; Kovacevic, Jelena; Unser, Michael
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errSave
The Sparsity of Cycle Spinning for Wavelet-Based Solutions of Linear Inverse Problems
errieee signal processing magazine
IF3.9
err2023-01-01
err3
errOAAI
errParhi, Rahul; Unser, Michael
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errSave
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2023-01-01
err31
errOAAI
errDong, Jonathan; Valzania, Lorenzo; Maillard, Antoine; Pham, Thanh-an; Gigan, Sylvain; Unser, Michael
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errSave
Artifacts in optical projection tomography due to refractive-index mismatch: model and correction
errOPTICS LETTERS
IF3.3
err2022-05-16
err5
errOAAI
errLiu, Yan; Dong, Jonathan; Schmidt, Cedric; Boquet-Pujadas, Aleix; Extermann, Jerome; Unser, Michael
errShare
errSave
Coupled Splines for Sparse Curve Fitting
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2022-01-01
err5
errOAAI
errJover, Iciar Llorens; Debarre, Thomas; Aziznejad, Shayan; Unser, Michael
errShare
errSave
Time-Dependent Deep Image Prior for Dynamic MRI
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2021-12-01
err80
errOAAI
errYoo, Jaejun; Jin, Kyong Hwan; Gupta, Harshit; Yerly, Jerome; Stuber, Matthias; Unser, Michael
errShare
errSave
DeepImageJ: A user-friendly environment to run deep learning models in ImageJ
errNATURE METHODS
IF32.1
err2021-09-30
err111
errOAAI
errGomez-de-Mariscal, Estibaliz; Garcia-Lopez-de-Haro, Carlos; Ouyang, Wei; Donati, Laurene; Lundberg, Emma; Unser, Michael; Munoz-Barrutia, Arrate; Sage, Daniel
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errSave
Deep Learning Enables Individual Xenograft Cell Classification in Histological Images by Analysis of Contextual Features
errJOURNAL OF MAMMARY GLAND BIOLOGY AND NEOPLASIA
IF3.6
err2021-05-17
err2
errOAAI
errJuppet, Quentin; De Martino, Fabio; Marcandalli, Elodie; Weigert, Martin; Burri, Olivier; Unser, Michael; Brisken, Cathrin; Sage, Daniel
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errSave
Principled Design and Implementation of Steerable Detectors
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2021-01-01
err4
errOAAI
errFageot, Julien; Uhlmann, Virginie; Puespoeki, Zsuzsanna; Beck, Benjamin; Unser, Michael; Depeursinge, Adrien
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errSave
Active Subdivision Surfaces for the Semiautomatic Segmentation of Biomedical Volumes
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2021-01-01
err4
errOAAI
errBadoual, Anais; Romani, Lucia; Unser, Michael
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errSave
Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2021-01-01
err34
errOAAI
errYang, Fangshu; Pham, Thanh-An; Brandenberg, Nathalie; Lutolf, Matthias P.; Ma, Jianwei; Unser, Michael
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errSave
Deep-learning projector for optical diffraction tomography
errOPTICS EXPRESS
IF3.3
err2020-01-28
err27
errOAAI
errYang, Fangshu; Pham, Thanh-An; Gupta, Harshit; Unser, Michael; Ma, Jianwei
errShare
errSave
Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2020-01-01
err9
errOAAI
errZehni, Mona; Donati, Laurene; Soubies, Emmanuel; Zhao, Zhizhen; Unser, Michael
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Johan Auwerx
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T
Takeshi Iwatsubo
H-index: 114 · Papers: 714
P
Patrick Aebischer
H-index: 103 · Papers: 460
S
Susan M. Gasser
H-index: 97 · Papers: 380
E
Edward S. Boyden
H-index: 95 · Papers: 622
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