About Noneigenvector Source Localization Methods. - Salah Bourennane; Caroline Fossati; Julien Marot (EURASIP J. Adv. Signal Process., 2008)

About Advances in Tensor Data Denoising Methods. - Julien Marot; Caroline Fossati; Salah Bourennane (EURASIP J. Adv. Signal Process., 2008)

Multiway Filtering Based on Multilinear Algebra Tools. - Salah Bourennane; Caroline Fossati (FGIT-SIP, 2009)

About Classification Methods Based on Tensor Modelling for Hyperspectral Images. - Salah Bourennane; Caroline Fossati (FGIT-SIP, 2009)

Statistical-based linear vessel structure detection in medical images. - Mouloud Adel; Monique Rasigni; Thierry Gaidon; Caroline Fossati; Salah Bourennane (ICIP, 2009)

Fast subspace-based tensor data filtering. - Julien Marot; Caroline Fossati; Salah Bourennane (ICIP, 2009)

Bearing and Range Estimation Algorithm for Buried Object in Underwater Acoustics. - Dong Han; Caroline Fossati; Salah Bourennane; Zineb Saidi (J. Electr. Comput. Eng., 2009)

Fast Coherent Signal Subspace-Based Method for Bearing and Range of Buried Objects Estimation in the Presence of Colored Noise. - Salah Bourennane; Dong Han; Caroline Fossati (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2009)

Improvement of target detection based on tensorial modelling. - Salah Bourennane; Caroline Fossati; Alexis Cailly (EUSIPCO, 2010)

Localization of buried objects in underwater acoustic in presence of phase errors and unknown noise. - Dong Han; Salah Bourennane; Caroline Fossati (EUSIPCO, 2010)

Fuzzy contour characterization by subspace based methods of array processing and direct method. - Haiping Jiang; Julien Marot; Caroline Fossati; Salah Bourennane (EUSIPCO, 2010)

Localization of Narrow-Band Sources in Unknown Spatially Correlated Noise. - Salah Bourennane; Caroline Fossati; Julien Marot (EURASIP J. Adv. Signal Process., 2010)

High-Resolution Algorithm for Image Segmentation in the Presence of Correlated Noise. - Haiping Jiang; Salah Bourennane; Caroline Fossati (J. Electr. Comput. Eng., 2010)

New algorithm for iris recognition based on video sequences. - Salah Bourennane; Caroline Fossati; William Ketchantang (J. Electronic Imaging, 2010)

Improvement of Classification for Hyperspectral Images Based on Tensor Modeling. - Salah Bourennane; Caroline Fossati; Alexis Cailly (IEEE Geosci. Remote. Sens. Lett., 2010)

Circular contour retrieval in real-world conditions by higher order statistics and an alternating-least squares algorithm. - Haiping Jiang; Julien Marot; Caroline Fossati; Salah Bourennane (EURASIP J. Adv. Signal Process., 2011)

Improvement of Target-Detection Algorithms Based on Adaptive Three-Dimensional Filtering. - Salah Bourennane; Caroline Fossati; Alexis Cailly (IEEE Trans. Geosci. Remote. Sens., 2011)

Hand Posture Classification by Means of a New Contour Signature. - Nabil Boughnim; Julien Marot; Caroline Fossati; Salah Bourennane (ACIVS, 2012)

About estimation of optimal number of sensors in sensor array system based on PARAFAC decomposition. - Xuefeng Liu; Salah Bourennane; Caroline Fossati (CSNDSP, 2012)

Classification improvement based on non-white noise reduction using parafac decompositon for hyperspectral images. - Xuefeng Liu; Salah Bourennane; Caroline Fossati (ICIP, 2012)

Nonwhite Noise Reduction in Hyperspectral Images. - Xuefeng Liu; Salah Bourennane; Caroline Fossati (IEEE Geosci. Remote. Sens. Lett., 2012)

Strongly concave star-shaped contour characterization by algebra tools. - Haiping Jiang; Julien Marot; Caroline Fossati; Salah Bourennane (Signal Process., 2012)

Comparison of shape descriptors for hand posture recognition in video. - Salah Bourennane; Caroline Fossati (Signal Image Video Process., 2012)

Denoising of Hyperspectral Images Using the PARAFAC Model and Statistical Performance Analysis. - Xuefeng Liu; Salah Bourennane; Caroline Fossati (IEEE Trans. Geosci. Remote. Sens., 2012)

Alternative to coherent signal subspace based method for buried objects localization. - Guilhem Villemin; Caroline Fossati; Salah Bourennane (EUSIPCO, 2013)

Fast and improved hand classification using dimensionality reduction and test set reduction. - Nabil Boughnim; Julien Marot; Caroline Fossati; Salah Bourennane; Frédéric Guérault (ICASSP, 2013)

Hand posture recognition using jointly optical flow and dimensionality reduction. - Nabil Boughnim; Julien Marot; Caroline Fossati; Salah Bourennane (EURASIP J. Adv. Signal Process., 2013)

Spatio-temporal-based joint range and angle estimation for wideband signals. - Guilhem Villemin; Caroline Fossati; Salah Bourennane (EURASIP J. Adv. Signal Process., 2013)

Reduction of Signal-Dependent Noise From Hyperspectral Images for Target Detection. - Xuefeng Liu; Salah Bourennane; Caroline Fossati (IEEE Trans. Geosci. Remote. Sens., 2014)

Edge Detection Method Based on Signal Subspace Dimension for Hyperspectral Images. - Caroline Fossati; Salah Bourennane; Alexis Cailly (ACIVS, 2015)

Minimizing the Impact of Signal-Dependent Noise on Hyperspectral Target Detection. - Josselin Juan; Salah Bourennane; Caroline Fossati (ACIVS, 2015)

Wide-band source localization based on spatio-temporal structure of data. - Caroline Fossati; Salah Bourennane; Guilhem Villemin (EUSIPCO, 2015)

Rare signals detection in nonwhite noise environment based on multidimensional signal subspace for hyperspectral image. - Salah Bourennane; Caroline Fossati (EUSIPCO, 2016)

Unmixing improvement based on bootstrap for hyperspectral imagery. - Caroline Fossati; Salah Bourennane; Alexis Cailly (EUVIP, 2016)

Rank estimation of parafac reducing both signal-dependent and signal-independent noise in hyperspectral image for target detection. - Fu Min; Xuefeng Liu; Salah Bourennane; Caroline Fossati (EUVIP, 2016)

Hyperspectral images unmixing with rare signals. - Sylvain Ravel; Salah Bourennane; Caroline Fossati (EUVIP, 2016)

Alzheimer'S Disease Diagnosis with FDG-PET Brain Images By Using Multi-Level Features. - Xiaoxi Pan; Mouloud Adel; Caroline Fossati; Thierry Gaidon; Eric Guedj (ICIP, 2018)

Noise Removal Based on Tensor Modelling for Hyperspectral Image Classification. - Salah Bourennane; Caroline Fossati; Tao Lin (Remote. Sens., 2018)

First and Second Order Gradients for Alzheimer's Disease Diagnosis. - Xiaoxi Pan; Mouloud Adel; Caroline Fossati; Thierry Gaidon; Julien Wojak; Eric Guedj (ICFSP, 2019)

Multiscale spatial gradient features for 18F-FDG PET image-guided diagnosis of Alzheimer's disease. - Xiaoxi Pan; Mouloud Adel; Caroline Fossati; Thierry Gaidon; Julien Wojak; Eric Guedj (Comput. Methods Programs Biomed., 2019)

Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease. - Xiaoxi Pan; Mouloud Adel; Caroline Fossati; Thierry Gaidon; Eric Guedj (IEEE J. Biomed. Health Informatics, 2019)

Multi-View Separable Pyramid Network for AD Prediction at MCI Stage by 18F-FDG Brain PET Imaging. - Xiaoxi Pan; Trong-Le Phan; Mouloud Adel; Caroline Fossati; Thierry Gaidon; Julien Wojak; Eric Guedj (IEEE Trans. Medical Imaging, 2021)