Publications

Applications

A Non Linear Scoring Approach for Evaluating Balance: Classification of Elderly as Fallers and Non-Fallers

Julien Audiffren, Ioannis Bargiotas, Nicolas Vayatis, Pierre-Paul Vidal, Damien Ricard

PLoS ONE - 2016

Humanities and Social Sciences

L'entretien clinique à distance

Lise Haddouk

Image Processing

Analysis and Extension of the PCA Method, Estimating a Noise Curve from a Single Image

In the article 'Image Noise Level Estimation by Principal Component Analysis', S. Pyatykh, J. Hesser, and L. Zheng propose a new method to estimate the variance of the noise in an image from the eigenvalues of the covariance matrix of the…

Miguel Colom, Antoni Buades

Image Processing On Line - 2016

Applications

Contribution to Statistics and Data Science for industrial applications. From neural networks to sparse linear models.

Mathilde Mougeot

Statistics Theory

Subgeometric rates of convergence in Wasserstein distance for Markov chains

In this paper, we provide sufficient conditions for the existence of the invariant distribution and for subgeometric rates of convergence in Wasserstein distance for general state-space Markov chains which are (possibly) not irreducible. Compared to…

Alain Durmus, Gersende Fort, Éric Moulines

Signal and Image processing

Nonparametric Multiscale Blind Estimation of Intensity-Frequency-Dependent Noise

Miguel Colom, Marc Lebrun, Antoni Buades, Jean-Michel Morel

IEEE Transactions on Image Processing - 2015

Signal and Image processing

Multiscale Image Blind Denoising

Marc Lebrun, Miguel Colom, Jean-Michel Morel

IEEE Transactions on Image Processing - 2015

Bioinformatics

Estimation of aortic arch pulse wave velocity in MRI using complex wavelet cross-spectrum

Ioannis Bargiotas, A I Redheuil, E Bollache, G Soulat, A de Cesare, E Mousseaux, N Kachenoura

Artery Research - 2014

Image Processing

Multiscale Noise Estimation and Removal for Digital Images

Any image, digital or analog, contains not only information from the scene being photographed but also external interferences known as noise. The resulting image is the combination of the ideal image without noise with noise itself. The "ideal image…

Miguel Colom

Signal and Image processing

Nonparametric noise estimation method for raw images

Miguel Colom, Antoni Buades, Jean-Michel Morel

Journal of the Optical Society of America. A Optics, Image Science, and Vision - 2014