Caroline Fossati

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 10

Top Topics

Target Detection

Signal Subspace

Disease Diagnosis

Top Venues

EURASIP J. Adv. Signal Process.

Publications

Xiaoxi Pan, Trong-Le Phan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Julien Wojak, Eric Guedj
F-FDG Brain PET Imaging. IEEE Trans. Medical Imaging 40 (1) (2021)
Xiaoxi Pan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Julien Wojak, Eric Guedj
First and Second Order Gradients for Alzheimer's Disease Diagnosis. ICFSP (2019)
Xiaoxi Pan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Eric Guedj
Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Xiaoxi Pan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Julien Wojak, Eric Guedj
F-FDG PET image-guided diagnosis of Alzheimer's disease. Comput. Methods Programs Biomed. 180 (2019)
Xiaoxi Pan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Eric Guedj
Alzheimer'S Disease Diagnosis with FDG-PET Brain Images By Using Multi-Level Features. ICIP (2018)
Salah Bourennane, Caroline Fossati, Tao Lin
Noise Removal Based on Tensor Modelling for Hyperspectral Image Classification. Remote. Sens. 10 (9) (2018)
Caroline Fossati, Salah Bourennane, Alexis Cailly
Unmixing improvement based on bootstrap for hyperspectral imagery. EUVIP (2016)
Salah Bourennane, Caroline Fossati
Rare signals detection in nonwhite noise environment based on multidimensional signal subspace for hyperspectral image. EUSIPCO (2016)
Fu Min, Xuefeng Liu, Salah Bourennane, Caroline Fossati
Rank estimation of parafac reducing both signal-dependent and signal-independent noise in hyperspectral image for target detection. EUVIP (2016)
Sylvain Ravel, Salah Bourennane, Caroline Fossati
Hyperspectral images unmixing with rare signals. EUVIP (2016)
Caroline Fossati, Salah Bourennane, Alexis Cailly
Edge Detection Method Based on Signal Subspace Dimension for Hyperspectral Images. ACIVS (2015)
Caroline Fossati, Salah Bourennane, Guilhem Villemin
Wide-band source localization based on spatio-temporal structure of data. EUSIPCO (2015)
Josselin Juan, Salah Bourennane, Caroline Fossati
Minimizing the Impact of Signal-Dependent Noise on Hyperspectral Target Detection. ACIVS (2015)
Xuefeng Liu, Salah Bourennane, Caroline Fossati
Reduction of Signal-Dependent Noise From Hyperspectral Images for Target Detection. IEEE Trans. Geosci. Remote. Sens. 52 (9) (2014)
Nabil Boughnim, Julien Marot, Caroline Fossati, Salah Bourennane, Frédéric Guérault
Fast and improved hand classification using dimensionality reduction and test set reduction. ICASSP (2013)
Guilhem Villemin, Caroline Fossati, Salah Bourennane
Alternative to coherent signal subspace based method for buried objects localization. EUSIPCO (2013)
Guilhem Villemin, Caroline Fossati, Salah Bourennane
Spatio-temporal-based joint range and angle estimation for wideband signals. EURASIP J. Adv. Signal Process. 2013 (2013)
Nabil Boughnim, Julien Marot, Caroline Fossati, Salah Bourennane
Hand posture recognition using jointly optical flow and dimensionality reduction. EURASIP J. Adv. Signal Process. 2013 (2013)
Nabil Boughnim, Julien Marot, Caroline Fossati, Salah Bourennane
Hand Posture Classification by Means of a New Contour Signature. ACIVS (2012)
Xuefeng Liu, Salah Bourennane, Caroline Fossati
Denoising of Hyperspectral Images Using the PARAFAC Model and Statistical Performance Analysis. IEEE Trans. Geosci. Remote. Sens. 50 (10) (2012)
Xuefeng Liu, Salah Bourennane, Caroline Fossati
Classification improvement based on non-white noise reduction using parafac decompositon for hyperspectral images. ICIP (2012)
Xuefeng Liu, Salah Bourennane, Caroline Fossati
Nonwhite Noise Reduction in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 9 (3) (2012)
Xuefeng Liu, Salah Bourennane, Caroline Fossati
About estimation of optimal number of sensors in sensor array system based on PARAFAC decomposition. CSNDSP (2012)
Salah Bourennane, Caroline Fossati
Comparison of shape descriptors for hand posture recognition in video. Signal Image Video Process. 6 (1) (2012)
Haiping Jiang, Julien Marot, Caroline Fossati, Salah Bourennane
Strongly concave star-shaped contour characterization by algebra tools. Signal Process. 92 (7) (2012)
Salah Bourennane, Caroline Fossati, Alexis Cailly
Improvement of Target-Detection Algorithms Based on Adaptive Three-Dimensional Filtering. IEEE Trans. Geosci. Remote. Sens. 49 (4) (2011)
Haiping Jiang, Julien Marot, Caroline Fossati, Salah Bourennane
Circular contour retrieval in real-world conditions by higher order statistics and an alternating-least squares algorithm. EURASIP J. Adv. Signal Process. 2011 (2011)
Salah Bourennane, Caroline Fossati, Alexis Cailly
Improvement of Classification for Hyperspectral Images Based on Tensor Modeling. IEEE Geosci. Remote. Sens. Lett. 7 (4) (2010)
Salah Bourennane, Caroline Fossati, Julien Marot
Localization of Narrow-Band Sources in Unknown Spatially Correlated Noise. EURASIP J. Adv. Signal Process. 2010 (2010)
Haiping Jiang, Salah Bourennane, Caroline Fossati
High-Resolution Algorithm for Image Segmentation in the Presence of Correlated Noise. J. Electr. Comput. Eng. 2010 (2010)
Salah Bourennane, Caroline Fossati, William Ketchantang
New algorithm for iris recognition based on video sequences. J. Electronic Imaging 19 (3) (2010)
Haiping Jiang, Julien Marot, Caroline Fossati, Salah Bourennane
Fuzzy contour characterization by subspace based methods of array processing and direct method. EUSIPCO (2010)
Salah Bourennane, Caroline Fossati, Alexis Cailly
Improvement of target detection based on tensorial modelling. EUSIPCO (2010)
Dong Han, Salah Bourennane, Caroline Fossati
Localization of buried objects in underwater acoustic in presence of phase errors and unknown noise. EUSIPCO (2010)
Julien Marot, Caroline Fossati, Salah Bourennane
Fast subspace-based tensor data filtering. ICIP (2009)
Dong Han, Caroline Fossati, Salah Bourennane, Zineb Saidi
Bearing and Range Estimation Algorithm for Buried Object in Underwater Acoustics. J. Electr. Comput. Eng. 2009 (2009)
Salah Bourennane, Dong Han, Caroline Fossati
Fast Coherent Signal Subspace-Based Method for Bearing and Range of Buried Objects Estimation in the Presence of Colored Noise. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2 (4) (2009)
Mouloud Adel, Monique Rasigni, Thierry Gaidon, Caroline Fossati, Salah Bourennane
Statistical-based linear vessel structure detection in medical images. ICIP (2009)
Salah Bourennane, Caroline Fossati
About Classification Methods Based on Tensor Modelling for Hyperspectral Images. FGIT-SIP (2009)
Salah Bourennane, Caroline Fossati
Multiway Filtering Based on Multilinear Algebra Tools. FGIT-SIP (2009)
Salah Bourennane, Caroline Fossati, Julien Marot
About Noneigenvector Source Localization Methods. EURASIP J. Adv. Signal Process. 2008 (2008)
Julien Marot, Caroline Fossati, Salah Bourennane
About Advances in Tensor Data Denoising Methods. EURASIP J. Adv. Signal Process. 2008 (2008)