Caroline Chaux
Orcid: 0000-0003-1056-673X
According to our database1,
Caroline Chaux
authored at least 53 papers
between 2004 and 2024.
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Bibliography
2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
2021
IEEE J. Sel. Top. Signal Process., 2021
2020
An adapted linear discriminant analysis with variable selection for the classification in high-dimension, and an application to medical data.
Comput. Stat. Data Anal., 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
β-NMF and Sparsity Promoting Regularizations for Complex Mixture Unmixing. Application to 2D HSQC NMR.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
2016
IEEE Trans. Signal Process., 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
IEEE Signal Process. Lett., 2015
Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methods.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal.
IEEE Trans. Signal Process., 2014
IEEE Trans. Signal Process., 2014
Study of different strategies for the Canonical Polyadic decomposition of nonnegative third order tensors with application to the separation of spectra in 3D fluorescence spectroscopy.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
A Parallel Proximal Splitting Method for Disparity Estimation from Multicomponent Images Under Illumination Variation.
J. Math. Imaging Vis., 2013
A convex optimization approach for image resolution enhancement from compressed representations.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
IEEE Trans. Signal Process., 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
IEEE Trans. Image Process., 2011
OPTIMED : optimisation itérative pour la résolution de problèmes inverses de grande taille.
Traitement du Signal, 2011
A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity.
Signal Process., 2011
J. Math. Imaging Vis., 2011
Proceedings of the IEEE Workshop on Signal Processing Systems, 2011
Image reconstruction from multiple sensors using stein's principle. Application to parallel MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Proceedings of the International Conference on Image Processing, 2010
Proximal methods for image restoration using a class of non-tight frame representations.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
IEEE Trans. Signal Process., 2009
SIAM J. Imaging Sci., 2009
A wavelet-based quadratic extension method for image deconvolution in the presence of poisson noise.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
2008
IEEE Trans. Signal Process., 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
IEEE Trans. Inf. Theory, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Analyse en ondelettes M-bandes en arbre dual; application à la restauration d'images.
PhD thesis, 2006
IEEE Trans. Image Process., 2006
A New Estimator for Image Denoising Using a 2D Dual-Tree M-Band Wavelet Decomposition.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Int. J. Wavelets Multiresolution Inf. Process., 2004
Proceedings of the 2004 12th European Signal Processing Conference, 2004