Unbiased parameter estimation of nonstationary signals in noise. - Gérard Alengrin; Michel Barlaud; Jean Menez (IEEE Trans. Acoust. Speech Signal Process., 1986)

Ringing reduction in images restoration using mirror images and adaptive Kalman filtering. - Laure Blanc-Féraud; Michel Barlaud; Pierre Mathieu (ICASSP, 1988)

Image coding using vector quantization in the wavelet transform domain. - Marc Antonini; Michel Barlaud; Pierre Mathieu; Ingrid Daubechies (ICASSP, 1990)

Sonar reverberation synthesis using nonstationary autoregressive modeling. - Michel Barlaud; Jean-Michel Bruneau; M. Le Dard (ICASSP, 1990)

Multiscale image coding using the Kohonen neural network. - Marc Antonini; Michel Barlaud; Pierre Mathieu; Jean-Christophe Feauveau (VCIP, 1990)

Image restoration using biorthogonal wavelet transform. - Jean-Michel Bruneau; Michel Barlaud; Pierre Mathieu (VCIP, 1990)

Image coding using lattice vector quantization of wavelet coefficients. - Marc Antonini; Michel Barlaud; Pierre Mathieu (ICASSP, 1991)

Edge detection using recursive biorthogonal wavelet transform. - Michel Barlaud; Thierry Gaidon; Pierre Mathieu; Jean-Christophe Feauveau (ICASSP, 1991)

Recursive biorthogonal wavelet transform for image coding. - Jean-Christophe Feauveau; Pierre Mathieu; Michel Barlaud; Marc Antonini (ICASSP, 1991)

A pyramidal scheme for lattice vector quantization of wavelet transform coefficients applied to image coding. - Michel Barlaud; Patrick Solé; Marc Antonini; Pierre Mathieu (ICASSP, 1992)

Noisy image restoration using multiresolution markov random fields. - Pierre Charbonnier; Laure Blanc-Féraud; Michel Barlaud (J. Vis. Commun. Image Represent., 1992)

Image coding using wavelet transform. - Marc Antonini; Michel Barlaud; Pierre Mathieu; Ingrid Daubechies (IEEE Trans. Image Process., 1992)

Elliptical codebook for lattice vector quantization. - Michel Barlaud; Patrick Solé; Jean-Marie Moureaux; Marc Antonini; Patricia Gauthier (ICASSP (5), 1993)

An adaptive reconstruction method involving discontinuities. - Pierre Charbonnier; Laure Blanc-Féraud; Michel Barlaud (ICASSP (5), 1993)

A fast tomographic reconstruction algorithm in the 2-D wavelet transform domain. - Laure Blanc-Féraud; Pierre Charbonnier; Pierre Lobel; Michel Barlaud (ICASSP (5), 1994)

Vector quantization of raw SAR data. - Jean-Marie Moureaux; Patricia Gauthier; Michel Barlaud; Pascale Bellemain (ICASSP (5), 1994)

Two Deterministic Half-Quadratic Regularization Algorithms for Computed Imaging. - Pierre Charbonnier; Laure Blanc-Féraud; Gilles Aubert; Michel Barlaud (ICIP (2), 1994)

Motion Estimation Based on Markov Random Fields. - B. Rouchouze; Pierre Mathieu; Thierry Gaidon; Michel Barlaud (ICIP (3), 1994)

A deterministic algorithm for edge-preserving computed imaging using Legendre transform. - Gilles Aubert; Michel Barlaud; Laure Blanc-Féraud; Pierre Charbonnier (ICPR (3), 1994)

Pyramidal lattice vector quantization for multiscale image coding. - Michel Barlaud; Patrick Solé; Thierry Gaidon; Marc Antonini; Pierre Mathieu (IEEE Trans. Image Process., 1994)

Adaptive vector quantization for raw SAR data. - Dimitri Lebedeff; Pierre Mathieu; Michel Barlaud; Catherine Lambert-Nebout; Pascale Bellemain (ICASSP, 1995)

Towards entropy constrained lattice vector quantization. - Marc Antonini; Philippe Raffy; Michel Barlaud (ICIP, 1995)

Nonlinear image processing: modeling and fast algorithm for regularization with edge detection. - Laure Blanc-Féraud; Pierre Charbonnier; Gilles Aubert; Michel Barlaud (ICIP, 1995)

Nonlinear regularization using constrained edges in image reconstruction. - Laure Blanc-Féraud; Sylvie Teboul; Gilles Aubert; Michel Barlaud (ICIP (2), 1996)

Poisson statistic and half-quadratic regularization for emission tomography reconstruction algorithm. - Pierre Malick Koulibaly; Pierre Charbonnier; Laure Blanc-Féraud; Ivan Laurette; Jacques Darcourt; Michel Barlaud (ICIP (2), 1996)

Multiresolution edge adaptive algorithm for low bit rate image coding. - Philippe Raffy; Marc Antonini; Michel Barlaud (ICIP (1), 1996)

Fractal image compression based on Delaunay triangulation and vector quantization. - Franck Davoine; Marc Antonini; Jean-Marc Chassery; Michel Barlaud (IEEE Trans. Image Process., 1996)

Speckle reduction with edge-preserving. - Pierre Mathieu; Laurent Dirat; Xavier Dupuis; Michel Barlaud (ICASSP, 1997)

Segmentation and Edge-Preserving Restoration. - Sylvie Teboul; Laure Blanc-Féraud; Gilles Aubert; Michel Barlaud (ICIP (2), 1997)

Microwave imaging: Reconstructions from experimental data using conjugate gradient and enhancement by edge-preserving regularization. - Pierre Lobel; Christian Pichot; Laure Blanc-Féraud; Michel Barlaud (Int. J. Imaging Syst. Technol., 1997)

Deterministic edge-preserving regularization in computed imaging. - Pierre Charbonnier; Laure Blanc-Féraud; Gilles Aubert; Michel Barlaud (IEEE Trans. Image Process., 1997)

Synthetic aperture radar interferometry using ground slope vector to phase unwrapping. - Xavier Dupuis; Pierre Mathieu; Michel Barlaud (EUSIPCO, 1998)

Motion-based Segmentation by Means of Active Contours. - Roberto Ciampini; Laure Blanc-Féraud; Michel Barlaud; Emanuele Salerno (ICIP (2), 1998)

Attenuation Map Segmentation without Reconstruction Using a Level Set Method in Nuclear Medicine Imaging. - Eric Debreuve; Michel Barlaud; Gilles Aubert; Jacques Darcourt (ICIP (1), 1998)

Optimal JPEG Decoding. - Joël Jung; Marc Antonini; Michel Barlaud (ICIP (1), 1998)

Quantization Noise Removal for Optimal Transform Decoding. - Stephane Tramini; Marc Antonini; Michel Barlaud; Gilles Aubert (ICIP (1), 1998)

Multispectral Image Coding using Lattice VQ and the Wavelet Transform. - Jacques Vaisey; Michel Barlaud; Marc Antonini (ICIP (2), 1998)

Intraframe image decoding based on a nonlinear variational approach. - Stephane Tramini; Marc Antonini; Michel Barlaud (Int. J. Imaging Syst. Technol., 1998)

Variational approach for edge-preserving regularization using coupled PDEs. - Sylvie Teboul; Laure Blanc-Féraud; Gilles Aubert; Michel Barlaud (IEEE Trans. Image Process., 1998)

Supervised classification for synthetic aperture radar image. - Xavier Dupuis; Pierre Mathieu; Michel Barlaud (ICASSP, 1999)

Inward and Outward Curve Evolution Using Level Set Method. - Olivier Amadieu; Eric Debreuve; Michel Barlaud; Gilles Aubert (ICIP (3), 1999)

Optimal Joint Decoding/deblurring Method for Optical Images. - Stephane Tramini; Marc Antonini; Michel Barlaud; Gilles Aubert (ICIP (1), 1999)

Quincunx Lifting Scheme for Lossy Image Compression. - Annabelle Gouze; Marc Antonini; Michel Barlaud (ICIP, 2000)

EBWIC: A low Complexity and Efficient Rate Constrained Wavelet Image Coder. - Christophe Parisot; Marc Antonini; Michel Barlaud (ICIP, 2000)

Spatio-Frequency Noise Distribution a Priori for Satellite Image Joint Denoising/Deblurring. - Stephane Tramini; Marc Antonini; Michel Barlaud; Gilles Aubert; Bernard Rougé; Christophe Latry (ICIP, 2000)

Detection and Tracking of Moving Objects using a New Level Set Based Method. - Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert (ICPR, 2000)

An efficient new object-based variational approach for MPEG video decoding. - Joël Jung; Marc Antonini; Michel Barlaud (Ann. des Télécommunications, 2000)

Distortion-rate models for entropy-coded lattice vector quantization. - Philippe Raffy; Marc Antonini; Michel Barlaud (IEEE Trans. Image Process., 2000)

Video Objects Segmentation Using Eulerian Region-Based Active Contours. - Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert (ICCV, 2001)

Region-based active contours for video object segmentation with camera compensation. - Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert (ICIP (2), 2001)

Optimized lifting scheme for two-dimensional quincunx sampling images. - Annabelle Gouze; Marc Antonini; Michel Barlaud; Benoît Macq (ICIP (2), 2001)

An object based motion method for video coding. - Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert (ICIP (3), 2001)

Optimization of the joint coding/decoding structure. - Christophe Parisot; Marc Antonini; Michel Barlaud; Stephane Tramini; Christophe Latry; Catherine Lambert-Nebout (ICIP (3), 2001)

B-spline active contours for fast video segmentation. - Frédéric Precioso; Michel Barlaud (ICIP (2), 2001)

3D scan based wavelet transform for video coding. - Christophe Parisot; Marc Antonini; Michel Barlaud (MMSP, 2001)

Compensation of geometrical deformations for watermark extraction in digital cinema application. - Damien Delannay; Jean-François Delaigle; Benoît Macq; Michel Barlaud (Security and Watermarking of Multimedia Contents, 2001)

New object-based variational approach for MPEG-2 data recovery over lossy packet networks. - Joël Jung; Marc Antonini; Michel Barlaud (VCIP, 2001)

Space-Time Segmentation Using Level Set Active Contours Applied to Myocardial Gated SPECT. - Eric Debreuve; Michel Barlaud; Gilles Aubert; Ivan Laurette; Jacques Darcourt (IEEE Trans. Medical Imaging, 2001)

DREAM2S: Deformable Regions Driven by an Eulerian Accurate Minimization Method for Image and Video Segmentation. - Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert (ECCV (3), 2002)

Scan-based quality control for JPEG2000 using R-D models. - Christophe Parisot; Marc Antonini; Michel Barlaud (EUSIPCO, 2002)

High performance coding using a model-based bit allocation with EBCOT. - Christophe Parisot; Marc Antonini; Michel Barlaud (EUSIPCO, 2002)

Low complexity Multiple Description Coding scheme using Wavelet Transform. - Manuela Pereira; Marc Antonini; Michel Barlaud (EUSIPCO, 2002)

Video segmentation using active contours on a group of pictures. - Muriel Gastaud; Michel Barlaud (ICIP (2), 2002)

Stripe-based MSE control in image coding. - Christophe Parisot; Marc Antonini; Michel Barlaud (ICIP (2), 2002)

Channel adapted multiple description coding scheme using wavelet transform. - Manuela Pereira; Marc Antonini; Michel Barlaud (ICIP (2), 2002)

Regular spatial B-spline active contour for fast video segmentation. - Frédéric Precioso; Michel Barlaud (ICIP (2), 2002)

Channel adapted scan-based multiple description video coding. - Manuela Pereira; Marc Antonini; Michel Barlaud (ICME (2), 2002)

3D tomographic reconstruction of binary images from cone beam projections: a fast level set approach. - Jean-Pierre Bruandet; Françoise Peyrin; Jean-Marc Dinten; Michel Barlaud (ISBI, 2002)

Optimal nearly uniform scalar quantizer design for wavelet coding. - Christophe Parisot; Marc Antonini; Michel Barlaud (VCIP, 2002)

A 3-Step Algorithm Using Region-Based Active Contours for Video Objects Detection. - Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert (EURASIP J. Adv. Signal Process., 2002)

B-Spline Active Contour with Handling of Topology Changes for Fast Video Segmentation. - Frédéric Precioso; Michel Barlaud (EURASIP J. Adv. Signal Process., 2002)

Multiple description coding for noisy-varying channels. - Manuela Pereira; Marc Antonini; Michel Barlaud (DCC, 2003)

Multiple Description Coding for Video Streaming over Wireless Networks. - Manuela Pereira; Marc Antonini; Michel Barlaud (HSNMC, 2003)

Multiple Description Coding for Quincunx Images. Application to Satellite Transmission. - Manuela Pereira; Annabelle Gouze; Marc Antonini; Michel Barlaud (HSNMC, 2003)

Shape Gradients for Histogram Segmentation using Active Contours. - Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert; Olivier D. Faugeras (ICCV, 2003)

Optimal weighted model-based bit allocation for quincunx sampled images. - Annabelle Gouze; Christophe Parisot; Marc Antonini; Michel Barlaud (ICIP (3), 2003)

Region-based active contours using geometrical and statistical features for image segmentation. - Stéphanie Jehan-Besson; Muriel Gastaud; Michel Barlaud; Gilles Aubert (ICIP (2), 2003)

Multiple description coding for Internet video streaming. - Manuela Pereira; Marc Antonini; Michel Barlaud (ICIP (3), 2003)

Smoothing B-spline active contour for fast and robust image and video segmentation. - Frédéric Precioso; Michel Barlaud; Thierry Blu; Michael Unser (ICIP (1), 2003)

Motion Vector Estimation and Encoding for Motion Compensated DWT. - Marco Cagnazzo; Valéry Valentin; Marc Antonini; Michel Barlaud (VLBV, 2003)

3D Scan-Based Wavelet Transform and Quality Control for Video Coding. - Christophe Parisot; Marc Antonini; Michel Barlaud (EURASIP J. Adv. Signal Process., 2003)

DREAM2S: Deformable Regions Driven by an Eulerian Accurate Minimization Method for Image and Video Segmentation. - Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert (Int. J. Comput. Vis., 2003)

Image Segmentation Using Active Contours: Calculus of Variations or Shape Gradients? - Gilles Aubert; Michel Barlaud; Olivier D. Faugeras; Stéphanie Jehan-Besson (SIAM J. Appl. Math., 2003)

Multiple description image and video coding for wireless channels. - Manuela Pereira; Marc Antonini; Michel Barlaud (Signal Process. Image Commun., 2003)

Optimal decoder for block-transform based video coders. - Joël Jung; Marc Antonini; Michel Barlaud (IEEE Trans. Multim., 2003)

Motion-compensated lifted wavelet video coding: Toward optimal motion/transform configuration. - Nikola Bozinovic; Janusz Konrad; Thomas André; Marc Antonini; Michel Barlaud (EUSIPCO, 2004)

(N, 0) motion-compensated lifting-based wavelet transform. - Thomas André; Marco Cagnazzo; Marc Antonini; Michel Barlaud; Nikola Bozinovic; Janusz Konrad (ICASSP (3), 2004)

Shape gradient for image segmentation using information theory. - Ariane Herbulot; Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert (ICASSP (3), 2004)

A model-based motion compensated video coder with JPEG2000 compatibility. - Marco Cagnazzo; Thomas André; Marc Antonini; Michel Barlaud (ICIP, 2004)

Shape gradient for multi-modal image segmentation using mutual information. - Ariane Herbulot; Stéphanie Jehan-Besson; Michel Barlaud; Gilles Aubert (ICIP, 2004)

A smoothly scalable and fully JPEG2000-compatible video coder. - Marco Cagnazzo; Thomas André; Marc Antonini; Michel Barlaud (MMSP, 2004)

Combining shape prior and statistical features for active contour segmentation. - Muriel Gastaud; Michel Barlaud; Gilles Aubert (IEEE Trans. Circuits Syst. Video Technol., 2004)

Design of signal-adapted multidimensional lifting scheme for lossy coding. - Annabelle Gouze; Marc Antonini; Michel Barlaud; Benoît Macq (IEEE Trans. Image Process., 2004)

Full occlusion management for wavelet-based video coding. - Thomas André; Marc Antonini; Michel Barlaud (EUSIPCO, 2005)

A joint motion computation and segmentation algorithm for video coding. - Sylvain Boltz; Eric Debreuve; Michel Barlaud (EUSIPCO, 2005)

Multimodal segmentation combining active contours and watersheds. - Coen De Roover; Ariane Herbulot; Annabelle Gouze; Eric Debreuve; Michel Barlaud; Benoît Macq (EUSIPCO, 2005)

Puzzle temporal lifting for wavelet-based video coding. - Thomas André; Marc Antonini; Michel Barlaud (ICIP (3), 2005)

Watershed-driven active contours for moving object segmentation. - Annabelle Gouze; Cédric De Roover; Benoît Macq; Ariane Herbulot; Eric Debreuve; Michel Barlaud (ICIP (2), 2005)

Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm. - Frédéric Precioso; Michel Barlaud; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2005)

Shape Gradient for Image and Video Segmentation. - Stéphanie Jehan-Besson; Ariane Herbulot; Michel Barlaud; Gilles Aubert (Handbook of Mathematical Models in Computer Vision, 2006)

Model-based bit allocation between wavelet subbands and motion information in MCWT video coders. - Marie Andrée Agostini; Marc Antonini; Michel Barlaud (EUSIPCO, 2006)

Modeling the Motion Coding Error for Mcwt Video Coders. - Marie Andrée Agostini; Thomas André; Marc Antonini; Michel Barlaud (ICASSP (2), 2006)

A Contour Tracking Algorithm for Rotoscopy. - Vincent Garcia; Éric Debreuve; Michel Barlaud (ICASSP (2), 2006)

Entropy-Based Distortion Measure for Image Coding. - Thomas André; Marc Antonini; Michel Barlaud; Robert M. Gray (ICIP, 2006)

A Minimum-Entropy Procedure for Robust Motion Estimation. - Sylvain Boltz; Eric Wolsztynski; Eric Debreuve; Eric Thierry; Michel Barlaud; Luc Pronzato (ICIP, 2006)

Active Contour Segmentation with a Parametric Shape Prior: Link with the Shape Gradient. - Eric Debreuve; Michel Barlaud; Jean-Paul Marmorat; Gilles Aubert (ICIP, 2006)

Robust Motion-Based Segmentation in Video Sequences using Entropy Estimator. - Ariane Herbulot; Sylvain Boltz; Eric Debreuve; Michel Barlaud (ICIP, 2006)

Segmentation of Vectorial Image Features Using Shape Gradients and Information Measures. - Ariane Herbulot; Stéphanie Jehan-Besson; Stefan Duffner; Michel Barlaud; Gilles Aubert (J. Math. Imaging Vis., 2006)

Segmentation of a Vector Field: Dominant Parameter and Shape Optimization. - Tristan Roy; Eric Debreuve; Michel Barlaud; Gilles Aubert (J. Math. Imaging Vis., 2006)

Region-of-Interest Tracking Based on Keypoint Trajectories on a Group of Pictures. - Vincent Garcia; Éric Debreuve; Michel Barlaud (CBMI, 2007)

High-dimensional statistical distance for region-of-interest tracking: Application to combining a soft geometric constraint with radiometry. - Sylvain Boltz; Eric Debreuve; Michel Barlaud (CVPR, 2007)

Joint Appearance and Deformable Shape for Nonparametric Segmentation. - Sylvain Boltz; Eric Debreuve; Michel Barlaud (Workshop on Human Motion, 2007)

A High Dimensional Framework for Joint Color-Spatial Segmentation. - Sylvain Boltz; Eric Debreuve; Michel Barlaud (ICIP (6), 2007)

Outer-Layer Based Tracking using Entropy as a Similarity Measure. - Vincent Garcia; Sylvain Boltz; Eric Debreuve; Michel Barlaud (ICIP (6), 2007)

Space-Time Segmentation Based on a Joint Entropy with Estimation of Nonparametric Distributions. - Ariane Herbulot; Sylvain Boltz; Eric Debreuve; Michel Barlaud; Gilles Aubert (SSVM, 2007)

kNN-based high-dimensional Kullback-Leibler distance for tracking. - Sylvain Boltz; Éric Debreuve; Michel Barlaud (WIAMIS, 2007)

Tracking based on local motion estimation of spatio-temporally weighted salient points. - Vincent Garcia; Eric Debreuve; Michel Barlaud (WIAMIS, 2007)

JPEG2000-Compatible Scalable Scheme for Wavelet-Based Video Coding. - Thomas André; Marco Cagnazzo; Marc Antonini; Michel Barlaud (EURASIP J. Image Video Process., 2007)

Using the Shape Gradient for Active Contour Segmentation: from the Continuous to the Discrete Formulation. - Eric Debreuve; Muriel Gastaud; Michel Barlaud; Gilles Aubert (J. Math. Imaging Vis., 2007)

Optimal Motion Estimation for Wavelet Motion Compensated Video Coding. - Marco Cagnazzo; F. Castaldo; Thomas André; Marc Antonini; Michel Barlaud (IEEE Trans. Circuits Syst. Video Technol., 2007)

Entropy-Based Distortion Measure and Bit Allocation for Wavelet Image Compression. - Thomas André; Marc Antonini; Michel Barlaud; Robert M. Gray (IEEE Trans. Image Process., 2007)

Image retrieval via Kullback-Leibler divergence of patches of multiscale coefficients in the KNN framework. - Paolo Piro; Sandrine Anthoine; Éric Debreuve; Michel Barlaud (CBMI, 2008)

Fast k nearest neighbor search using GPU. - Vincent Garcia; Eric Debreuve; Michel Barlaud (CVPR Workshops, 2008)

Sparse Multiscale Patches for Image Processing. - Paolo Piro; Sandrine Anthoine; Eric Debreuve; Michel Barlaud (ETVC, 2008)

A nonparametric minimum entropy image deblurring algorithm. - Cesario Vincenzo Angelino; Eric Debreuve; Michel Barlaud (ICASSP, 2008)

Image restoration using a kNN-variant of the mean-shift. - Cesario Vincenzo Angelino; Eric Debreuve; Michel Barlaud (ICIP, 2008)

A Minimum Entropy Image Denoising Algorithm - Minimizing Conditional Entropy in a New Adaptive Weighted K-th Nearest Neighbor Framework for Image Denoising. - Cesario Vincenzo Angelino; Eric Debreuve; Michel Barlaud (VISAPP (1), 2008)

Using Neighborhood Distributions of Wavelet Coefficients for On-the-Fly, Multiscale-Based Image Retrieval. - Sandrine Anthoine; Éric Debreuve; Paolo Piro; Michel Barlaud (WIAMIS, 2008)

Motion and Appearance Nonparametric Joint Entropy for Video Segmentation. - Sylvain Boltz; Ariane Herbulot; Eric Debreuve; Michel Barlaud; Gilles Aubert (Int. J. Comput. Vis., 2008)

Scalable Spatio-Temporal Video Indexing Using Sparse Multiscale Patches. - Paolo Piro; Sandrine Anthoine; Éric Debreuve; Michel Barlaud (CBMI, 2009)

Bregman vantage point trees for efficient nearest Neighbor Queries. - Frank Nielsen; Paolo Piro; Michel Barlaud (ICME, 2009)

Sparse Multiscale Patches (SMP) for Image Categorization. - Paolo Piro; Sandrine Anthoine; Eric Debreuve; Michel Barlaud (MMM, 2009)

High-Dimensional Statistical Measure for Region-of-Interest Tracking. - Sylvain Boltz; Éric Debreuve; Michel Barlaud (IEEE Trans. Image Process., 2009)

Multi-class Leveraged κ-NN for Image Classification. - Paolo Piro; Richard Nock; Frank Nielsen; Michel Barlaud (ACCV (3), 2010)

From descriptor to boosting: Optimizing the k-NN classification rule. - Wafa Bel Haj Ali; Paolo Piro; Éric Debreuve; Michel Barlaud (CBMI, 2010)

Patch confidence k-nearest neighbors denoising. - Cesario Vincenzo Angelino; Eric Debreuve; Michel Barlaud (ICIP, 2010)

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching. - Vincent Garcia; Eric Debreuve; Frank Nielsen; Michel Barlaud (ICIP, 2010)

Boosting Bayesian MAP Classification. - Paolo Piro; Richard Nock; Frank Nielsen; Michel Barlaud (ICPR, 2010)

K-NN boosting prototype learning for object classification. - Paolo Piro; Michel Barlaud; Richard Nock; Frank Nielsen (WIAMIS, 2010)

Boosting k-NN for categorization of natural scenes - Paolo Piro; Richard Nock; Frank Nielsen; Michel Barlaud (CoRR, 2010)

Combining spatial and temporal patches for scalable video indexing. - Paolo Piro; Sandrine Anthoine; Eric Debreuve; Michel Barlaud (Multim. Tools Appl., 2010)

Mutual information-based context quantization. - Marco Cagnazzo; Marc Antonini; Michel Barlaud (Signal Process. Image Commun., 2010)

Bio-inspired Bags-of-features for Image Classification. - Wafa Bel Haj Ali; Eric Debreuve; Pierre Kornprobst; Michel Barlaud (KDIR, 2011)

Confidence-based Denoising Relying on a Transformation-invariant, Robust Patch Similarity - Exploring Ways to Improve Patch Synchronous Summation. - Cesario Vincenzo Angelino; Eric Debreuve; Michel Barlaud (IMAGAPP/IVAPP, 2011)

Universal k-NN (UNN) Classification of Cell Images using Histograms of DoG Coefficients. - Paolo Piro; Wafa Bel Haj Ali; Lydie Crescence; Oumelkheir Ferhat; Jacques Darcourt; Thierry Pourcher; Michel Barlaud (BIOINFORMATICS, 2012)

Biological cells classification using bio-inspired descriptor in a boosting k-NN framework. - Wafa Bel Haj Ali; Paolo Piro; Dario Giampaglia; Thierry Pourcher; Michel Barlaud (CBMS, 2012)

Classification of biological cells using bio-inspired descriptors. - Wafa Bel Haj Ali; Dario Giampaglia; Michel Barlaud; Paolo Piro; Richard Nock; Thierry Pourcher (ICPR, 2012)

Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability. - Roberto D'Ambrosio; Wafa Bel Haj Ali; Richard Nock; Paolo Soda; Frank Nielsen; Michel Barlaud (MLMI, 2012)

Boosting Nearest Neighbors for the Efficient Estimation of Posteriors. - Roberto D'Ambrosio; Richard Nock; Wafa Bel Haj Ali; Frank Nielsen; Michel Barlaud (ECML/PKDD (1), 2012)

A Bio-inspired Learning and Classification Method for Subcellular Localization of a Plasma Membrane Protein. - Wafa Bel Haj Ali; Paolo Piro; Lydie Crescence; Dario Giampaglia; Oumelkheir Ferhat; Jacques Darcourt; Thierry Pourcher; Michel Barlaud (VISAPP (1), 2012)

Boosting k-NN for Categorization of Natural Scenes. - Richard Nock; Paolo Piro; Frank Nielsen; Wafa Bel Haj Ali; Michel Barlaud (Int. J. Comput. Vis., 2012)

Leveraging k-NN for generic classification boosting. - Paolo Piro; Richard Nock; Frank Nielsen; Michel Barlaud (Neurocomputing, 2012)

Boosting Stochastic Newton Descent for Bigdata large scale classification. - Roberto D'Ambrosio; Wafa Belhajali; Michel Barlaud (IEEE BigData, 2014)

Hybrid weighted-stego detection using machine learning. - Lionel Fillatre; Muriel Dumontet; Wafa Bel Haj Ali; Marc Antonini; Michel Barlaud (ICIP, 2014)

Boosting Stochastic Newton with Entropy Constraint for Large-Scale Image Classification. - Wafa Bel Haj Ali; Richard Nock; Michel Barlaud (ICPR, 2014)

To be or not to be convex? A study on regularization in hyperspectral image classification. - Devis Tuia; Rémi Flamary; Michel Barlaud (IGARSS, 2015)

Gentle Nearest Neighbors Boosting over Proper Scoring Rules. - Richard Nock; Wafa Bel Haj Ali; Roberto D'Ambrosio; Frank Nielsen; Michel Barlaud (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Non-convex regularization in remote sensing. - Devis Tuia; Rémi Flamary; Michel Barlaud (CoRR, 2016)

Nonconvex Regularization in Remote Sensing. - Devis Tuia; Rémi Flamary; Michel Barlaud (IEEE Trans. Geosci. Remote. Sens., 2016)

Clustering with feature selection using alternating minimization, Application to computational biology. - Cyprien Gilet; Marie Deprez; Jean-Baptiste Caillau; Michel Barlaud (CoRR, 2017)

Classification and Regression Using an Outer Approximation Projection-Gradient Method. - Michel Barlaud; Wafa Belhajali; Patrick L. Combettes; Lionel Fillatre (IEEE Trans. Signal Process., 2017)

Non Invasive Live Cell Cycle Monitoring using Quantitative Phase Imaging and Proximal Machine Learning Methods. - Philippe Pognonec; Michel Barlaud; Benoît Wattellier; Thierry Pourcher; Yuxiang Zhou; Sherazade Aknoun; Manuel Yonnet; Marc Antonini (CBMS, 2019)

Robust supervised classification and feature selection using a primal-dual method. - Michel Barlaud; Antonin Chambolle; Jean-Baptiste Caillau (CoRR, 2019)

Classification and feature selection using a primal-dual method and projection on structured constraints. - Michel Barlaud; Antonin Chambolle; Jean-Baptiste Caillau (ICPR, 2020)

Learning sparse deep neural networks using efficient structured projections on convex constraints for green AI. - Michel Barlaud; Frédéric Guyard (ICPR, 2020)

Efficient Projection Algorithms onto the Weighted l1 Ball. - Guillaume Perez; Sebastian Ament; Carla P. Gomes; Michel Barlaud (CoRR, 2020)

A filtered bucket-clustering method for projection onto the simplex and the ℓ 1 ball. - Guillaume Perez; Michel Barlaud; Lionel Fillatre; Jean-Charles Régin (Math. Program., 2020)

Learning a Sparse Generative Non-Parametric Supervised Autoencoder. - Michel Barlaud; Frédéric Guyard (ICASSP, 2021)

Primal-dual for classification with rejection (PD-CR): a novel method for classification and feature selection - an application in metabolomics studies. - David Chardin; Olivier Humbert; Caroline Bailleux; Fanny Burel-Vandenbos; Valerie Rigau; Thierry Pourcher; Michel Barlaud (BMC Bioinform., 2021)

Mitotic Index Determination on Live Cells From Label-Free Acquired Quantitative Phase Images Using a Supervised Autoencoder. - Philippe Pognonec; Axel Gustovic; Zied Djabari; Thierry Pourcher; Michel Barlaud (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Efficient Clustering Using Alternating Minimization And A Projection-Gradient Method For Dimension Reduction. - Cyprien Gilet; Marie Deprez; Pascal Barbry; Jean-Baptiste Caillau; Michel Barlaud (ICIP, 2022)

Efficient projection algorithms onto the weighted ℓ1 ball. - Guillaume Perez; Sebastian Ament; Carla P. Gomes; Michel Barlaud (Artif. Intell., 2022)

Learning a confidence score and the latent space of a new supervised autoencoder for diagnosis and prognosis in clinical metabolomic studies. - David Chardin; Cyprien Gille; Thierry Pourcher; Olivier Humbert; Michel Barlaud (BMC Bioinform., 2022)

Semi-supervised classification using a supervised autoencoder for biomedical applications. - Cyprien Gille; Frédéric Guyard; Michel Barlaud (CoRR, 2022)

Thyroid Nodule Diagnosis Using a New Supervised Autoencoder Neural Network with ℓ 1,∞ Projection. - Grégoire D'Andrea; Cyprien Gille; Thierry Pourcher; Michel Barlaud (CIBB, 2023)

Learning Sparse auto-Encoders for Green AI image coding. - Cyprien Gille; Frédéric Guyard; Marc Antonini; Michel Barlaud (ICASSP, 2023)

A New Semi-Supervised Classification Method Using a Supervised Autoencoder for Biomedical Applications. - Cyprien Gille; Frédéric Guyard; Michel Barlaud (ICASSP, 2023)

Near-Linear Time Projection onto the 𝓁1, ∞ Ball; Application to Sparse Autoencoders. - Guillaume Perez; Laurent Condat; Michel Barlaud (CoRR, 2023)

Near-Linear Time Projection onto the $ ell_{1, infty}$ Ball; Application to Sparse Neural Networks. - Guillaume Perez; Laurent Condat; Michel Barlaud (ICTAI, 2024)

Multi-level projection with exponential parallel speedup; Application to sparse auto-encoders neural networks. - Guillaume Perez; Michel Barlaud (CoRR, 2024)

A new Linear Time Bi-level ℓ1,∞ projection ; Application to the sparsification of auto-encoders neural networks. - Michel Barlaud; Guillaume Perez; Jean-Paul Marmorat (CoRR, 2024)

Detecting subtle transcriptomic perturbations induced by lncRNAs knock-down in single-cell CRISPRi screening using a new sparse supervised autoencoder neural network. - 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; et al. (Frontiers Bioinform., 2024)