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Caroline Fossati

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2020 – today

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2021
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Xiaoxi Pan, Trong-Le Phan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Julien Wojak, Eric Guedj:
Multi-View Separable Pyramid Network for AD Prediction at MCI Stage by ¹⁸F-FDG Brain PET Imaging. IEEE Trans. Medical Imaging 40(1): 81-92 (2021)

2010 – 2019

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2019
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Xiaoxi Pan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Julien Wojak, Eric Guedj:
Multiscale spatial gradient features for ¹⁸F-FDG PET image-guided diagnosis of Alzheimer's disease. Comput. Methods Programs Biomed. 180 (2019)
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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): 1499-1506 (2019)
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Xiaoxi Pan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Julien Wojak, Eric Guedj:
First and Second Order Gradients for Alzheimer's Disease Diagnosis. ICFSP 2019: 95-99
2018
[j18]
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Salah Bourennane, Caroline Fossati, Tao Lin:
Noise Removal Based on Tensor Modelling for Hyperspectral Image Classification. Remote. Sens. 10(9): 1330 (2018)
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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: 366-370
2016
[c19]
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Salah Bourennane, Caroline Fossati:
Rare signals detection in nonwhite noise environment based on multidimensional signal subspace for hyperspectral image. EUSIPCO 2016: 928-932
[c18]
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Caroline Fossati, Salah Bourennane, Alexis Cailly:
Unmixing improvement based on bootstrap for hyperspectral imagery. EUVIP 2016: 1-5
[c17]
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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: 1-6
[c16]
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Sylvain Ravel, Salah Bourennane, Caroline Fossati:
Hyperspectral images unmixing with rare signals. EUVIP 2016: 1-5
2015
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Josselin Juan, Salah Bourennane, Caroline Fossati:
Minimizing the Impact of Signal-Dependent Noise on Hyperspectral Target Detection. ACIVS 2015: 791-802
[c14]
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Caroline Fossati, Salah Bourennane, Alexis Cailly:
Edge Detection Method Based on Signal Subspace Dimension for Hyperspectral Images. ACIVS 2015: 803-815
[c13]
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Caroline Fossati, Salah Bourennane, Guilhem Villemin:
Wide-band source localization based on spatio-temporal structure of data. EUSIPCO 2015: 1376-1380
2014
[j17]
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Xuefeng Liu, Salah Bourennane, Caroline Fossati:
Reduction of Signal-Dependent Noise From Hyperspectral Images for Target Detection. IEEE Trans. Geosci. Remote. Sens. 52(9): 5396-5411 (2014)
2013
[j16]
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Guilhem Villemin, Caroline Fossati, Salah Bourennane:
Spatio-temporal-based joint range and angle estimation for wideband signals. EURASIP J. Adv. Signal Process. 2013: 131 (2013)
[j15]
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Nabil Boughnim, Julien Marot, Caroline Fossati, Salah Bourennane:
Hand posture recognition using jointly optical flow and dimensionality reduction. EURASIP J. Adv. Signal Process. 2013: 167 (2013)
[c12]
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Guilhem Villemin, Caroline Fossati, Salah Bourennane:
Alternative to coherent signal subspace based method for buried objects localization. EUSIPCO 2013: 1-5
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Nabil Boughnim, Julien Marot, Caroline Fossati, Salah Bourennane, Frédéric Guérault:
Fast and improved hand classification using dimensionality reduction and test set reduction. ICASSP 2013: 1971-1975
2012
[j14]
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Xuefeng Liu, Salah Bourennane, Caroline Fossati:
Nonwhite Noise Reduction in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 9(3): 368-372 (2012)
[j13]
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Haiping Jiang, Julien Marot, Caroline Fossati, Salah Bourennane:
Strongly concave star-shaped contour characterization by algebra tools. Signal Process. 92(7): 1567-1579 (2012)
[j12]
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Salah Bourennane, Caroline Fossati:
Comparison of shape descriptors for hand posture recognition in video. Signal Image Video Process. 6(1): 147-157 (2012)
[j11]
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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): 3717-3724 (2012)
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Nabil Boughnim, Julien Marot, Caroline Fossati, Salah Bourennane:
Hand Posture Classification by Means of a New Contour Signature. ACIVS 2012: 384-394
[c9]
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Xuefeng Liu, Salah Bourennane, Caroline Fossati:
About estimation of optimal number of sensors in sensor array system based on PARAFAC decomposition. CSNDSP 2012: 1-5
[c8]
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Xuefeng Liu, Salah Bourennane, Caroline Fossati:
Classification improvement based on non-white noise reduction using parafac decompositon for hyperspectral images. ICIP 2012: 2129-2132
2011
[j10]
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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: 112 (2011)
[j9]
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Salah Bourennane, Caroline Fossati, Alexis Cailly:
Improvement of Target-Detection Algorithms Based on Adaptive Three-Dimensional Filtering. IEEE Trans. Geosci. Remote. Sens. 49(4): 1383-1395 (2011)
2010
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Salah Bourennane, Caroline Fossati, Julien Marot:
Localization of Narrow-Band Sources in Unknown Spatially Correlated Noise. EURASIP J. Adv. Signal Process. 2010 (2010)
[j7]
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Haiping Jiang, Salah Bourennane, Caroline Fossati:
High-Resolution Algorithm for Image Segmentation in the Presence of Correlated Noise. J. Electr. Comput. Eng. 2010: 630768:1-630768:6 (2010)
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Salah Bourennane, Caroline Fossati, William Ketchantang:
New algorithm for iris recognition based on video sequences. J. Electronic Imaging 19(3): 033011 (2010)
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Salah Bourennane, Caroline Fossati, Alexis Cailly:
Improvement of Classification for Hyperspectral Images Based on Tensor Modeling. IEEE Geosci. Remote. Sens. Lett. 7(4): 801-805 (2010)
[c7]
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Salah Bourennane, Caroline Fossati, Alexis Cailly:
Improvement of target detection based on tensorial modelling. EUSIPCO 2010: 304-308
[c6]
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Haiping Jiang, Julien Marot, Caroline Fossati, Salah Bourennane:
Fuzzy contour characterization by subspace based methods of array processing and direct method. EUSIPCO 2010: 1344-1348
[c5]
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Dong Han, Salah Bourennane, Caroline Fossati:
Localization of buried objects in underwater acoustic in presence of phase errors and unknown noise. EUSIPCO 2010: 1354-1358

2000 – 2009

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2009
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Dong Han, Caroline Fossati, Salah Bourennane, Zineb Saidi:
Bearing and Range Estimation Algorithm for Buried Object in Underwater Acoustics. J. Electr. Comput. Eng. 2009: 257564:1-257564:4 (2009)
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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): 329-338 (2009)
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Salah Bourennane, Caroline Fossati:
Multiway Filtering Based on Multilinear Algebra Tools. FGIT-SIP 2009: 236-249
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Salah Bourennane, Caroline Fossati:
About Classification Methods Based on Tensor Modelling for Hyperspectral Images. FGIT-SIP 2009: 282-296
[c2]
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Mouloud Adel, Monique Rasigni, Thierry Gaidon, Caroline Fossati, Salah Bourennane:
Statistical-based linear vessel structure detection in medical images. ICIP 2009: 649-652
[c1]
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Julien Marot, Caroline Fossati, Salah Bourennane:
Fast subspace-based tensor data filtering. ICIP 2009: 3869-3872
2008
[j2]
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Salah Bourennane, Caroline Fossati, Julien Marot:
About Noneigenvector Source Localization Methods. EURASIP J. Adv. Signal Process. 2008 (2008)
[j1]
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Julien Marot, Caroline Fossati, Salah Bourennane:
About Advances in Tensor Data Denoising Methods. EURASIP J. Adv. Signal Process. 2008 (2008)

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