Yoann Le Montagner was a PhD student at Institut Pasteur (Quantitative Image Analysis unit) and Télécom ParisTech (Signal and Image Processing department) from September 2010 to December 2013. He worked on compressed sensing problematics involving image and video reconstruction, in a context of biological imaging.
He defended his PhD thesis on November 12th, 2013. [PhD dissertation]
Selected Publications
2014
Yoann Le Montagner, Elsa Angelini, and Jean-Christophe Olivo-Marin, An unbiased risk estimator for image denoising in the presence of mixed Poisson-Gaussian noise, IEEE Transactions on Image Processing 23(3), pp. 1255–1268, 2014.
[BIB] [IEEE Xplore] (Open Access paper) [Matlab code]
2013
Yoann Le Montagner, Elsa Angelini, and Jean-Christophe Olivo-Marin, Phase retrieval with sparsity priors and application to microscopy video reconstruction, in IEEE International Symposium on Biomedical Imaging, pp. 600–603, 2013.
[BIB] [PDF]
Yoann Le Montagner, Elsa Angelini, and Jean-Christope Olivo-Marin, Reconstruction de phase exploitant des propriétés de parcimonie et application à la reconstruction de séquences vidéo de microscopie, in 24e colloque GRETSI, 2013.
[BIB] [PDF]
Yoann Le Montagner, Elsa Angelini, and Jean-Christope Olivo-Marin, Biological video reconstruction using linear or non-linear Fourier measurements, in SPIE Wavelets and Sparsity XV, 2013.
[BIB] [PDF]
Yoann Le Montagner, Algorithmic solutions toward applications of compressed sensing for optical imaging, PhD thesis, Télécom ParisTech, 2013.
[BIB] [PDF]
2012
Yoann Le Montagner, Elsa Angelini, and Jean-Christophe Olivo-Marin, Video reconstruction using compressed sensing measurements and 3D total variation regularization for bio-imaging applications, in IEEE International Conference on Image Processing, pp. 917–920, 2012.
[BIB] [PDF]
Fabrice De Chaumont, Stéphane Dallongeville, Nicolas Chenouard, Nicolas Hervé, Sorin Pop, Thomas Provoost, Vannary Meas-Yedid, Praveen Pankajakshan, Timothée Lecomte, Yoann Le Montagner, Thibault Lagache, Alexandre Dufour, and Jean-Christophe Olivo-Marin, Icy: an open bioimage informatics platform for extended reproducible research, Nature Methods 9(7), pp. 690–696, 2012.
[Ref.] [BIB] [Preview]
2011
Yoann Le Montagner, Elsa Angelini, and Jean-Christophe Olivo-Marin, Comparison of reconstruction algorithms in compressed sensing applied to biological imaging, in IEEE International Symposium on Biomedical Imaging, pp. 105–108, 2011.
[BIB] [PDF]
Yoann Le Montagner, Elsa Angelini, and Jean-Christope Olivo-Marin, Étude comparative d’algorithmes rapides de reconstruction d’image adaptés pour le compressed sensing, in 23e colloque GRETSI, 2011.
[BIB] [PDF]
Yoann Le Montagner, Marcio Marim, Elsa Angelini, and Jean-Christophe Olivo-Marin, Numerical evaluation of sampling bounds for near-optimal reconstruction in compressed sensing, in IEEE International Conference on Image Processing, pp. 3134–137, 2011.
[BIB] [PDF]
Yoann Le Montagner, Elsa Angelini, and Jean-Christope Olivo-Marin, Numerical evaluation of subsampling effects on image reconstruction in compressed sensing microscopy, in SPIE Wavelets and Sparsity XIV, 2011.
[BIB] [PDF]
Contact
Email: yoann.le-montagner -at- m4x.org
