Michel Barlaud

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 24

Top Venues

Publications

Guillaume Perez, Michel Barlaud
Multi-level projection with exponential parallel speedup; Application to sparse auto-encoders neural networks. CoRR (2024)
Marin Truchi, Caroline Lacoux, Cyprien Gille, Julien Fassy, Virginie Magnone, Rafael Lopes Goncalves, Cédric Girard Riboulleau, Iris Manosalva-Pena, Marine Gautier-Isola, Kevin Lebrigand, Pascal Barbry, Salvatore Spicuglia, Georges Vassaux, Roger Rezzonico, Michel Barlaud, Bernard Mari
Detecting subtle transcriptomic perturbations induced by lncRNAs knock-down in single-cell CRISPRi screening using a new sparse supervised autoencoder neural network. Frontiers Bioinform. 4 (2024)
Michel Barlaud, Guillaume Perez, Jean-Paul Marmorat
projection ; Application to the sparsification of auto-encoders neural networks. CoRR (2024)
Guillaume Perez, Laurent Condat, Michel Barlaud
Ball; Application to Sparse Autoencoders. CoRR (2023)
Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud
Learning Sparse auto-Encoders for Green AI image coding. ICASSP (2023)
Cyprien Gille, Frédéric Guyard, Michel Barlaud
A New Semi-Supervised Classification Method Using a Supervised Autoencoder for Biomedical Applications. ICASSP (2023)
Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud
Learning sparse auto-encoders for green AI image coding. CoRR (2022)
Cyprien Gilet, Marie Deprez, Pacal Barbry, Jean-Baptiste Caillau, Michel Barlaud
Efficient Clustering Using Alternating Minimization And A Projection-Gradient Method For Dimension Reduction. ICIP (2022)
Cyprien Gille, Frédéric Guyard, Michel Barlaud
Semi-supervised classification using a supervised autoencoder for biomedical applications. CoRR (2022)
David Chardin, Cyprien Gille, Thierry Pourcher, Olivier Humbert, Michel Barlaud
Learning a confidence score and the latent space of a new supervised autoencoder for diagnosis and prognosis in clinical metabolomic studies. BMC Bioinform. 23 (1) (2022)
Guillaume Perez, Sebastian Ament, Carla P. Gomes, Michel Barlaud
ball. Artif. Intell. 306 (2022)
Michel Barlaud, Frédéric Guyard
Learning a Sparse Generative Non-Parametric Supervised Autoencoder. ICASSP (2021)
David Chardin, Olivier Humbert, Caroline Bailleux, Fanny Burel-Vandenbos, Valerie Rigau, Thierry Pourcher, Michel Barlaud
Primal-dual for classification with rejection (PD-CR): a novel method for classification and feature selection - an application in metabolomics studies. BMC Bioinform. 22 (1) (2021)
Philippe Pognonec, Axel Gustovic, Zied Djabari, Thierry Pourcher, Michel Barlaud
Mitotic Index Determination on Live Cells From Label-Free Acquired Quantitative Phase Images Using a Supervised Autoencoder. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Michel Barlaud, Frédéric Guyard
Learning sparse deep neural networks using efficient structured projections on convex constraints for green AI. ICPR (2020)
Guillaume Perez, Sebastian Ament, Carla P. Gomes, Michel Barlaud
Efficient Projection Algorithms onto the Weighted l1 Ball. CoRR (2020)
Michel Barlaud, Antonin Chambolle, Jean-Baptiste Caillau
Classification and feature selection using a primal-dual method and projection on structured constraints. ICPR (2020)
Guillaume Perez, Michel Barlaud, Lionel Fillatre, Jean-Charles Régin
ball. Math. Program. 182 (1) (2020)
Michel Barlaud, Antonin Chambolle, Jean-Baptiste Caillau
Robust supervised classification and feature selection using a primal-dual method. CoRR (2019)
Philippe Pognonec, Michel Barlaud, Benoît Wattellier, Thierry Pourcher, Yuxiang Zhou, Sherazade Aknoun, Manuel Yonnet, Marc Antonini
Non Invasive Live Cell Cycle Monitoring using Quantitative Phase Imaging and Proximal Machine Learning Methods. CBMS (2019)
Cyprien Gilet, Marie Deprez, Jean-Baptiste Caillau, Michel Barlaud
Clustering with feature selection using alternating minimization, Application to computational biology. CoRR (2017)
Michel Barlaud, Wafa Belhajali, Patrick L. Combettes, Lionel Fillatre
Classification and Regression Using an Outer Approximation Projection-Gradient Method. IEEE Trans. Signal Process. 65 (17) (2017)
Devis Tuia, Rémi Flamary, Michel Barlaud
Nonconvex Regularization in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 54 (11) (2016)
Devis Tuia, Rémi Flamary, Michel Barlaud
Non-convex regularization in remote sensing. CoRR (2016)
Richard Nock, Wafa Bel Haj Ali, Roberto D'Ambrosio, Frank Nielsen, Michel Barlaud
Gentle Nearest Neighbors Boosting over Proper Scoring Rules. IEEE Trans. Pattern Anal. Mach. Intell. 37 (1) (2015)
Devis Tuia, Rémi Flamary, Michel Barlaud
To be or not to be convex? A study on regularization in hyperspectral image classification. IGARSS (2015)
Roberto D'Ambrosio, Wafa Belhajali, Michel Barlaud
Boosting Stochastic Newton Descent for Bigdata large scale classification. IEEE BigData (2014)
Wafa Bel Haj Ali, Richard Nock, Michel Barlaud
Boosting Stochastic Newton with Entropy Constraint for Large-Scale Image Classification. ICPR (2014)
Lionel Fillatre, Muriel Dumontet, Wafa Bel Haj Ali, Marc Antonini, Michel Barlaud
Hybrid weighted-stego detection using machine learning. ICIP (2014)
Paolo Piro, Wafa Bel Haj Ali, Lydie Crescence, Oumelkheir Ferhat, Jacques Darcourt, Thierry Pourcher, Michel Barlaud
Universal k-NN (UNN) Classification of Cell Images using Histograms of DoG Coefficients. BIOINFORMATICS (2012)
Roberto D'Ambrosio, Richard Nock, Wafa Bel Haj Ali, Frank Nielsen, Michel Barlaud
Boosting Nearest Neighbors for the Efficient Estimation of Posteriors. ECML/PKDD (1) (2012)
Richard Nock, Paolo Piro, Frank Nielsen, Wafa Bel Haj Ali, Michel Barlaud
Boosting k-NN for Categorization of Natural Scenes. Int. J. Comput. Vis. 100 (3) (2012)
Wafa Bel Haj Ali, Paolo Piro, Lydie Crescence, Dario Giampaglia, Oumelkheir Ferhat, Jacques Darcourt, Thierry Pourcher, Michel Barlaud
A Bio-inspired Learning and Classification Method for Subcellular Localization of a Plasma Membrane Protein. VISAPP (1) (2012)
Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud
Leveraging k-NN for generic classification boosting. Neurocomputing 80 (2012)
Roberto D'Ambrosio, Wafa Bel Haj Ali, Richard Nock, Paolo Soda, Frank Nielsen, Michel Barlaud
Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability. MLMI (2012)
Wafa Bel Haj Ali, Dario Giampaglia, Michel Barlaud, Paolo Piro, Richard Nock, Thierry Pourcher
Classification of biological cells using bio-inspired descriptors. ICPR (2012)
Wafa Bel Haj Ali, Paolo Piro, Dario Giampaglia, Thierry Pourcher, Michel Barlaud
Biological cells classification using bio-inspired descriptor in a boosting k-NN framework. CBMS (2012)
Wafa Bel Haj Ali, Eric Debreuve, Pierre Kornprobst, Michel Barlaud
Bio-inspired Bags-of-features for Image Classification. KDIR (2011)
Cesario Vincenzo Angelino, Eric Debreuve, Michel Barlaud
Confidence-based Denoising Relying on a Transformation-invariant, Robust Patch Similarity - Exploring Ways to Improve Patch Synchronous Summation. IMAGAPP/IVAPP (2011)
Wafa Bel Haj Ali, Paolo Piro, Éric Debreuve, Michel Barlaud
From descriptor to boosting: Optimizing the k-NN classification rule. CBMI (2010)
Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud
-NN for Image Classification. ACCV (3) (2010)
Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud
Boosting Bayesian MAP Classification. ICPR (2010)
Vincent Garcia, Eric Debreuve, Frank Nielsen, Michel Barlaud
K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching. ICIP (2010)
Cesario Vincenzo Angelino, Eric Debreuve, Michel Barlaud
Patch confidence k-nearest neighbors denoising. ICIP (2010)
Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud
Boosting k-NN for categorization of natural scenes CoRR (2010)
Paolo Piro, Sandrine Anthoine, Eric Debreuve, Michel Barlaud
Combining spatial and temporal patches for scalable video indexing. Multim. Tools Appl. 48 (1) (2010)
Paolo Piro, Michel Barlaud, Richard Nock, Frank Nielsen
K-NN boosting prototype learning for object classification. WIAMIS (2010)
Marco Cagnazzo, Marc Antonini, Michel Barlaud
Mutual information-based context quantization. Signal Process. Image Commun. 25 (1) (2010)
Frank Nielsen, Paolo Piro, Michel Barlaud
Bregman vantage point trees for efficient nearest Neighbor Queries. ICME (2009)
Paolo Piro, Sandrine Anthoine, Éric Debreuve, Michel Barlaud
Scalable Spatio-Temporal Video Indexing Using Sparse Multiscale Patches. CBMI (2009)
Paolo Piro, Sandrine Anthoine, Eric Debreuve, Michel Barlaud
Sparse Multiscale Patches (SMP) for Image Categorization. MMM (2009)
Sylvain Boltz, Éric Debreuve, Michel Barlaud
High-Dimensional Statistical Measure for Region-of-Interest Tracking. IEEE Trans. Image Process. 18 (6) (2009)
Cesario Vincenzo Angelino, Eric Debreuve, Michel Barlaud
A Minimum Entropy Image Denoising Algorithm - Minimizing Conditional Entropy in a New Adaptive Weighted K-th Nearest Neighbor Framework for Image Denoising. VISAPP (1) (2008)
Vincent Garcia, Eric Debreuve, Michel Barlaud
Fast k nearest neighbor search using GPU. CVPR Workshops (2008)
Sandrine Anthoine, Éric Debreuve, Paolo Piro, Michel Barlaud
Using Neighborhood Distributions of Wavelet Coefficients for On-the-Fly, Multiscale-Based Image Retrieval. WIAMIS (2008)
Paolo Piro, Sandrine Anthoine, Éric Debreuve, Michel Barlaud
Image retrieval via Kullback-Leibler divergence of patches of multiscale coefficients in the KNN framework. CBMI (2008)
Sylvain Boltz, Ariane Herbulot, Eric Debreuve, Michel Barlaud, Gilles Aubert
Motion and Appearance Nonparametric Joint Entropy for Video Segmentation. Int. J. Comput. Vis. 80 (2) (2008)
Vincent Garcia, Eric Debreuve, Michel Barlaud
Fast k Nearest Neighbor Search using GPU CoRR (2008)
Paolo Piro, Sandrine Anthoine, Eric Debreuve, Michel Barlaud
Sparse Multiscale Patches for Image Processing. ETVC (2008)
Cesario Vincenzo Angelino, Eric Debreuve, Michel Barlaud
A nonparametric minimum entropy image deblurring algorithm. ICASSP (2008)
Cesario Vincenzo Angelino, Eric Debreuve, Michel Barlaud
Image restoration using a kNN-variant of the mean-shift. ICIP (2008)
Eric Debreuve, Muriel Gastaud, Michel Barlaud, Gilles Aubert
Using the Shape Gradient for Active Contour Segmentation: from the Continuous to the Discrete Formulation. J. Math. Imaging Vis. 28 (1) (2007)
Sylvain Boltz, Eric Debreuve, Michel Barlaud
A High Dimensional Framework for Joint Color-Spatial Segmentation. ICIP (6) (2007)
Sylvain Boltz, Eric Debreuve, Michel Barlaud
Joint Appearance and Deformable Shape for Nonparametric Segmentation. Workshop on Human Motion (2007)
Sylvain Boltz, Eric Debreuve, Michel Barlaud
High-dimensional statistical distance for region-of-interest tracking: Application to combining a soft geometric constraint with radiometry. CVPR (2007)
Ariane Herbulot, Sylvain Boltz, Eric Debreuve, Michel Barlaud, Gilles Aubert
Space-Time Segmentation Based on a Joint Entropy with Estimation of Nonparametric Distributions. SSVM (2007)
Vincent Garcia, Sylvain Boltz, Eric Debreuve, Michel Barlaud
Outer-Layer Based Tracking using Entropy as a Similarity Measure. ICIP (6) (2007)
Vincent Garcia, Eric Debreuve, Michel Barlaud
Tracking based on local motion estimation of spatio-temporally weighted salient points. WIAMIS (2007)
Sylvain Boltz, Éric Debreuve, Michel Barlaud
kNN-based high-dimensional Kullback-Leibler distance for tracking. WIAMIS (2007)
Thomas André, Marc Antonini, Michel Barlaud, Robert M. Gray
Entropy-Based Distortion Measure and Bit Allocation for Wavelet Image Compression. IEEE Trans. Image Process. 16 (12) (2007)
Marco Cagnazzo, F. Castaldo, Thomas André, Marc Antonini, Michel Barlaud
Optimal Motion Estimation for Wavelet Motion Compensated Video Coding. IEEE Trans. Circuits Syst. Video Technol. 17 (7) (2007)
Vincent Garcia, Éric Debreuve, Michel Barlaud
Region-of-Interest Tracking Based on Keypoint Trajectories on a Group of Pictures. CBMI (2007)
Thomas André, Marco Cagnazzo, Marc Antonini, Michel Barlaud
JPEG2000-Compatible Scalable Scheme for Wavelet-Based Video Coding. EURASIP J. Image Video Process. 2007 (2007)
Marie Andrée Agostini, Marc Antonini, Michel Barlaud
Model-based bit allocation between wavelet subbands and motion information in MCWT video coders. EUSIPCO (2006)
Eric Debreuve, Michel Barlaud, Jean-Paul Marmorat, Gilles Aubert
Active Contour Segmentation with a Parametric Shape Prior: Link with the Shape Gradient. ICIP (2006)
Ariane Herbulot, Sylvain Boltz, Eric Debreuve, Michel Barlaud
Robust Motion-Based Segmentation in Video Sequences using Entropy Estimator. ICIP (2006)
Marie Andrée Agostini, Thomas André, Marc Antonini, Michel Barlaud
Modeling the Motion Coding Error for Mcwt Video Coders. ICASSP (2) (2006)
Sylvain Boltz, Eric Wolsztynski, Eric Debreuve, Eric Thierry, Michel Barlaud, Luc Pronzato
A Minimum-Entropy Procedure for Robust Motion Estimation. ICIP (2006)
Thomas André, Marc Antonini, Michel Barlaud, Robert M. Gray
Entropy-Based Distortion Measure for Image Coding. ICIP (2006)
Tristan Roy, Eric Debreuve, Michel Barlaud, Gilles Aubert
Segmentation of a Vector Field: Dominant Parameter and Shape Optimization. J. Math. Imaging Vis. 24 (2) (2006)
Vincent Garcia, Éric Debreuve, Michel Barlaud
A Contour Tracking Algorithm for Rotoscopy. ICASSP (2) (2006)
Ariane Herbulot, Stéphanie Jehan-Besson, Stefan Duffner, Michel Barlaud, Gilles Aubert
Segmentation of Vectorial Image Features Using Shape Gradients and Information Measures. J. Math. Imaging Vis. 25 (3) (2006)
Frédéric Precioso, Michel Barlaud, Thierry Blu, Michael Unser
Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm. IEEE Trans. Image Process. 14 (7) (2005)
Sylvain Boltz, Eric Debreuve, Michel Barlaud
A joint motion computation and segmentation algorithm for video coding. EUSIPCO (2005)
Thomas André, Marc Antonini, Michel Barlaud
Full occlusion management for wavelet-based video coding. EUSIPCO (2005)
Annabelle Gouze, Cédric De Roover, Benoît Macq, Ariane Herbulot, Eric Debreuve, Michel Barlaud
Watershed-driven active contours for moving object segmentation. ICIP (2) (2005)
Coen De Roover, Ariane Herbulot, Annabelle Gouze, Eric Debreuve, Michel Barlaud, Benoît Macq
Multimodal segmentation combining active contours and watersheds. EUSIPCO (2005)
Thomas André, Marc Antonini, Michel Barlaud
Puzzle temporal lifting for wavelet-based video coding. ICIP (3) (2005)
Marco Cagnazzo, Thomas André, Marc Antonini, Michel Barlaud
A smoothly scalable and fully JPEG2000-compatible video coder. MMSP (2004)
Muriel Gastaud, Michel Barlaud, Gilles Aubert
Combining shape prior and statistical features for active contour segmentation. IEEE Trans. Circuits Syst. Video Technol. 14 (5) (2004)
Ariane Herbulot, Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
Shape gradient for multi-modal image segmentation using mutual information. ICIP (2004)
Marco Cagnazzo, Thomas André, Marc Antonini, Michel Barlaud
A model-based motion compensated video coder with JPEG2000 compatibility. ICIP (2004)
Ariane Herbulot, Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
Shape gradient for image segmentation using information theory. ICASSP (3) (2004)
Annabelle Gouze, Marc Antonini, Michel Barlaud, Benoît Macq
Design of signal-adapted multidimensional lifting scheme for lossy coding. IEEE Trans. Image Process. 13 (12) (2004)
Nikola Bozinovic, Janusz Konrad, Thomas André, Marc Antonini, Michel Barlaud
Motion-compensated lifted wavelet video coding: Toward optimal motion/transform configuration. EUSIPCO (2004)
Thomas André, Marco Cagnazzo, Marc Antonini, Michel Barlaud, Nikola Bozinovic, Janusz Konrad
(N, 0) motion-compensated lifting-based wavelet transform. ICASSP (3) (2004)
Frédéric Precioso, Michel Barlaud, Thierry Blu, Michael Unser
Smoothing B-spline active contour for fast and robust image and video segmentation. ICIP (1) (2003)
Manuela Pereira, Marc Antonini, Michel Barlaud
Multiple description coding for noisy-varying channels. DCC (2003)
Christophe Parisot, Marc Antonini, Michel Barlaud
3D Scan-Based Wavelet Transform and Quality Control for Video Coding. EURASIP J. Adv. Signal Process. 2003 (1) (2003)
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
DREAM2S: Deformable Regions Driven by an Eulerian Accurate Minimization Method for Image and Video Segmentation. Int. J. Comput. Vis. 53 (1) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michel Barlaud