Caroline Fossati

Orcid: 0000-0002-5032-077X

According to our database1, Caroline Fossati authored at least 42 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Multi-View Separable Pyramid Network for AD Prediction at MCI Stage by <sup>18</sup>F-FDG Brain PET Imaging.
IEEE Trans. Medical Imaging, 2021

2019
Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease.
IEEE J. Biomed. Health Informatics, 2019

Multiscale spatial gradient features for <sup>18</sup>F-FDG PET image-guided diagnosis of Alzheimer's disease.
Comput. Methods Programs Biomed., 2019

First and Second Order Gradients for Alzheimer's Disease Diagnosis.
Proceedings of the 5th International Conference on Frontiers of Signal Processing, 2019

2018
Noise Removal Based on Tensor Modelling for Hyperspectral Image Classification.
Remote. Sens., 2018

Alzheimer'S Disease Diagnosis with FDG-PET Brain Images By Using Multi-Level Features.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2016
Hyperspectral images unmixing with rare signals.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

Rank estimation of parafac reducing both signal-dependent and signal-independent noise in hyperspectral image for target detection.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

Unmixing improvement based on bootstrap for hyperspectral imagery.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

Rare signals detection in nonwhite noise environment based on multidimensional signal subspace for hyperspectral image.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Wide-band source localization based on spatio-temporal structure of data.
Proceedings of the 23rd European Signal Processing Conference, 2015

Minimizing the Impact of Signal-Dependent Noise on Hyperspectral Target Detection.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

Edge Detection Method Based on Signal Subspace Dimension for Hyperspectral Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Reduction of Signal-Dependent Noise From Hyperspectral Images for Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2014

2013
Spatio-temporal-based joint range and angle estimation for wideband signals.
EURASIP J. Adv. Signal Process., 2013

Hand posture recognition using jointly optical flow and dimensionality reduction.
EURASIP J. Adv. Signal Process., 2013

Fast and improved hand classification using dimensionality reduction and test set reduction.
Proceedings of the IEEE International Conference on Acoustics, 2013

Alternative to coherent signal subspace based method for buried objects localization.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Denoising of Hyperspectral Images Using the PARAFAC Model and Statistical Performance Analysis.
IEEE Trans. Geosci. Remote. Sens., 2012

Comparison of shape descriptors for hand posture recognition in video.
Signal Image Video Process., 2012

Strongly concave star-shaped contour characterization by algebra tools.
Signal Process., 2012

Nonwhite Noise Reduction in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2012

Classification improvement based on non-white noise reduction using parafac decompositon for hyperspectral images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

About estimation of optimal number of sensors in sensor array system based on PARAFAC decomposition.
Proceedings of the 8th International Symposium on Communication Systems, 2012

Hand Posture Classification by Means of a New Contour Signature.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Improvement of Target-Detection Algorithms Based on Adaptive Three-Dimensional Filtering.
IEEE Trans. Geosci. Remote. Sens., 2011

Circular contour retrieval in real-world conditions by higher order statistics and an alternating-least squares algorithm.
EURASIP J. Adv. Signal Process., 2011

2010
Improvement of Classification for Hyperspectral Images Based on Tensor Modeling.
IEEE Geosci. Remote. Sens. Lett., 2010

New algorithm for iris recognition based on video sequences.
J. Electronic Imaging, 2010

High-Resolution Algorithm for Image Segmentation in the Presence of Correlated Noise.
J. Electr. Comput. Eng., 2010

Localization of Narrow-Band Sources in Unknown Spatially Correlated Noise.
EURASIP J. Adv. Signal Process., 2010

Fuzzy contour characterization by subspace based methods of array processing and direct method.
Proceedings of the 18th European Signal Processing Conference, 2010

Localization of buried objects in underwater acoustic in presence of phase errors and unknown noise.
Proceedings of the 18th European Signal Processing Conference, 2010

Improvement of target detection based on tensorial modelling.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
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., 2009

Bearing and Range Estimation Algorithm for Buried Object in Underwater Acoustics.
J. Electr. Comput. Eng., 2009

Fast subspace-based tensor data filtering.
Proceedings of the International Conference on Image Processing, 2009

Statistical-based linear vessel structure detection in medical images.
Proceedings of the International Conference on Image Processing, 2009

About Classification Methods Based on Tensor Modelling for Hyperspectral Images.
Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2009

Multiway Filtering Based on Multilinear Algebra Tools.
Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2009

2008
About Advances in Tensor Data Denoising Methods.
EURASIP J. Adv. Signal Process., 2008

About Noneigenvector Source Localization Methods.
EURASIP J. Adv. Signal Process., 2008


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