Cédric Vonesch was born on April 14, 1981 in Obernai, France. He holds a Master's and a PhD degree, both from EPFL, the Swiss Federal Institute of Technology in Lausanne. He conducted his doctoral research at EPFL's Biomedical Imaging Group, under the direction of Prof. Michael Unser. He then joined the Program in Applied and Computational Mathematics at Princeton University for a postdoctoral position. Subsequently he returned to EPFL's Biomedical Imaging Group for another postdoctoral position. His most recent appointments were with the University of South Florida, the University of Lausanne, Switzerland and the University of Bern, Switzerland.
Cédric Vonesch's research interests revolve around mathematical imaging, algorithm design and biomicroscopy. In addition most of his work has a strong connection with wavelets.
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Journal articles
Sage, D.; Donati, L.; Soulez, F.; Fortun, D.; Schmit, G.; Seitz, A.; Guiet, R.; Vonesch, C.; Unser, M.
DeconvolutionLab2: An open-source software for deconvolution microscopy
Methods, 2017, 115, 28-41
Kamilov, U. S.; Papadopoulos, I. N.; Shoreh, M. H.; Goy, A.; Vonesch, C.; Unser, M.; Psaltis, D.
Optical Tomographic Image Reconstruction Based on Beam Propagation and Sparse Regularization
IEEE Transactions on Image Processing, 2016, 2, 59-70
Püspöki, Z.; Uhlmann, V.; Vonesch, C.; Unser, M.
Design of Steerable Wavelets to Detect Multifold Junctions
IEEE Transactions on Image Processing, 2016, 25, 643-657
Vonesch, C.; Stauber, F.; Unser, M.
Steerable PCA for rotation-invariant image recognition
SIAM Journal on Imaging Sciences, 2015, 8, 1857-1873
Kamilov, U. S.; Papadopoulos, I. N.; Shoreh, M. H.; Goy, A.; Vonesch, C.; Unser, M.; Psaltis, D.
Optimized Kaiser-Bessel Window Functions for Computed Tomography
Optica, 2015, 2, 517-522
Nilchian, M.; Ward, J. P.; Vonesch, C.; Unser, M.
Optimized Kaiser--Bessel Window Functions for Computed Tomography
IEEE Transactions on Image Processing, 2015, 24, 3826-3833
Min, J.; Vonesch, C.; Kirshner, H.; Carlini, L.; Olivier, N.; Holden, S.; Manley, S.; Ye, J. C.; Unser, M.
FALCON: Fast and unbiased reconstruction of high-density super-resolution microscopy data.
Scientfic Reports, 2014, 4, 1-9
Thompson, P.; Mitchum, G. T.; Vonesch, C.; Li, J.
Variability of Winter Storminess in the Eastern United States during the Twentieth Century from Tide Gauges
Journal of Climate, 2013, 26, 9713-9726
Nilchian, M.; Vonesch, C.; Lefkimmiatis, S.; Modregger, P.; Stampanoni, M.; Unser, M.
Constrained Regularized Reconstruction of X-Ray-DPCI Tomograms with Weighted-Norm
Optics Express, 2013, 21, 32340-32348
Nilchian, M.; Vonesch, C.; Modregger, P.; Stampanoni, M.; Unser, M.
Fast Iterative Reconstruction of Differential Phase Contrast X-Ray Tomograms
Optics Express, 2013, 21, 5511-5528
Simons, F. J.; Loris, I.; Nolet, G.; Daubechies, I. C.; Voronin, S.; Judd, J. S.; Vetter, P. A.; Charléty, J.; Vonesch, C.
Solving or resolving global tomographic models with spherical wavelets, and the scale and sparsity of seismic heterogeneity
Geophysical Journal International, 2011, 187, 969-988
Luisier, F.; Vonesch, C.; Blu, T.; Unser, M.
Fast interscale wavelet denoising of Poisson-corrupted images
Signal Processing, 2010, 90, 415-427
Vonesch, C.; Unser, M.
A fast multilevel algorithm for wavelet-regularized image restoration
IEEE Transactions on Image Processing, 2009, 18, 509-523
Vonesch, C.; Unser, M.
A fast thresholded Landweber algorithm for wavelet-regularized multidimensional deconvolution
IEEE Transactions on Image Processing, 2008, 17, 539-549
Vonesch, C.; Blu, T.; Unser, M.
Generalized Daubechies wavelet families
IEEE Transactions on Signal Processing, 2007, 55, 4415-442
Vonesch, C.; Aguet, F.; Vonesch, J.-L.; Unser, M.
The colored revolution of bioimaging
IEEE Signal Processing Magazine, 2006, 23, 20-31
Peer-reviewed conference articles
Kamilov, U. S.; Papadopoulos, I.; Hashemi, M.; Goy, A.; Vonesch, C.; Unser, M.; Psaltis, D.
Learning From Examples in Optical Imaging
Proceedings of Imaging and Applied Optics: Computational Optical Sensing and Imaging, 2016
Sage, D.; Kirshner, H.; Vonesch, C.; Lefkimmiatis, S.; Unser, M.
Benchmarking Image-Processing Algorithms for Biomicroscopy: Reference Datasets and Perspectives
Proceedings of the 21st European Signal Processing Conference (EUSIPCO), 2013
Kirshner, H.; Vonesch, C.; Unser, M.
Can Localization Microscopy Benefit from Approximation Theory?
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2013
Min, J.; Vonesch, C.; Olivier, N.; Kirshner, H.; Manley, S.; Ye, J.C.; Unser, M.
Continuous Localization Using Sparsity Constraints for High-Density Super-Resolution Microscopy
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2013
Nilchian, M.; Vonesch, C.; Modregger, P.; Stampanoni, M.; Unser, M.
Iterative {FBP} for Improved Reconstruction of {X}-Ray Differential Phase-Contrast Tomograms
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2013
Püspöki, Z.; Vonesch, C.; Unser, M.
Detection of Symmetric Junctions in Biological Images Using 2D Steerable Wavelet Transforms
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2013
Vonesch, C.; Stauber, F.; Unser, M.
Design of Steerable Filters for the Detection of Micro-Particles
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2013
Vonesch, C.; Wang, L.; Shkolnisky, Y.; Singer, A.
Fast wavelet-based single-particle reconstruction in Cryo-EM
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2011
Guerquin-Kern, M.; Van De Ville, D.; Vonesch, C.; Baritaux, J.-C.; Pruessmann, K.P.; Unser, M.
Wavelet-Regularized Reconstruction for Rapid MRI
Proceedings of the 6th {IEEE} International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2009
Luisier, F.; Vonesch, C.; Blu, T.; Unser, M.
Fast Haar-wavelet denoising of multidimensional fluorescence-microscopy data
Proceedings of the 6th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2009
Vonesch, C.; Ramani, S.; Unser, M.
Recursive risk estimation for non-linear image deconvolution with a wavelet-domain sparsity constraint
Proceedings of the 15th IEEE International Conference on Image Processing (ICIP), 2008
Ramani, S.; Vonesch, C.; Unser, M.
Deconvolution of 3D fluorescence micrographs with automatic risk minimization
Proceedings of the 5th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2008
Vonesch, C.; Unser, M.
A fast thresholded Landweber algorithm for general wavelet bases: application to 3D deconvolution microscopy
Proceedings of the 5th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2008
Vonesch, C.; Unser, M.
Fast wavelet-regularized image deconvolution
Proceedings of the 4th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2007
Vonesch, C.; Blu, T.; Unser, M.
Generalized Daubechies wavelets
Proceedings of the 30th IEEE International Conference on Acoustics and Speech and and Signal Processing (ICASSP), 2005
Generalized Daubechies wavelet filters ↗
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Designed by 9th wavelet.
© Cédric Vonesch, September 2023