| 2024 | ICTAI | Near-Linear Time Projection onto the $\ell_{1, \infty}$ Ball; Application to Sparse Neural Networks. | Guillaume Perez, Laurent Condat, Michel Barlaud |
| 2023 | ICASSP | Learning Sparse auto-Encoders for Green AI image coding. | Cyprien Gille, Frdric Guyard, Marc Antonini, Michel Barlaud |
| 2023 | ICASSP | A New Semi-Supervised Classification Method Using a Supervised Autoencoder for Biomedical Applications. | Cyprien Gille, Frdric Guyard, Michel Barlaud |
| 2022 | ICIP | Efficient Clustering Using Alternating Minimization And A Projection-Gradient Method For Dimension Reduction. | Cyprien Gilet, Marie Deprez, Pascal Barbry, Jean-Baptiste Caillau, Michel Barlaud |
| 2021 | ICASSP | Learning a Sparse Generative Non-Parametric Supervised Autoencoder. | Michel Barlaud, Frdric Guyard |
| 2020 | ICPR | Classification and feature selection using a primal-dual method and projection on structured constraints. | Michel Barlaud, Antonin Chambolle, Jean-Baptiste Caillau |
| 2020 | ICPR | Learning sparse deep neural networks using efficient structured projections on convex constraints for green AI. | Michel Barlaud, Frdric Guyard |
| 2019 | CBMS | Non Invasive Live Cell Cycle Monitoring using Quantitative Phase Imaging and Proximal Machine Learning Methods. | Philippe Pognonec, Michel Barlaud, Benot Wattellier, Thierry Pourcher, Yuxiang Zhou, Sherazade Aknoun, Manuel Yonnet, Marc Antonini |
| 2015 | IGARSS | To be or not to be convex? A study on regularization in hyperspectral image classification. | Devis Tuia, Rmi Flamary, Michel Barlaud |
| 2014 | ICIP | Hybrid weighted-stego detection using machine learning. | Lionel Fillatre, Muriel Dumontet, Wafa Bel Haj Ali, Marc Antonini, Michel Barlaud |
| 2014 | ICPR | Boosting Stochastic Newton with Entropy Constraint for Large-Scale Image Classification. | Wafa Bel Haj Ali, Richard Nock, Michel Barlaud |
| 2012 | CBMS | 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 |
| 2012 | ICPR | Classification of biological cells using bio-inspired descriptors. | Wafa Bel Haj Ali, Dario Giampaglia, Michel Barlaud, Paolo Piro, Richard Nock, Thierry Pourcher |
| 2012 | MICCAI | 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 |
| 2011 | IC3K | Bio-inspired Bags-of-features for Image Classification. | Wafa Bel Haj Ali, Eric Debreuve, Pierre Kornprobst, Michel Barlaud |
| 2010 | ACCV | Multi-class Leveraged | Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud |
| 2010 | CBMI | From descriptor to boosting: Optimizing the k-NN classification rule. | Wafa Bel Haj Ali, Paolo Piro, ric Debreuve, Michel Barlaud |
| 2010 | ICIP | Patch confidence k-nearest neighbors denoising. | Cesario Vincenzo Angelino, Eric Debreuve, Michel Barlaud |
| 2010 | ICIP | K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching. | Vincent Garcia, Eric Debreuve, Frank Nielsen, Michel Barlaud |
| 2010 | ICPR | Boosting Bayesian MAP Classification. | Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud |
| 2009 | CBMI | Scalable Spatio-Temporal Video Indexing Using Sparse Multiscale Patches. | Paolo Piro, Sandrine Anthoine, ric Debreuve, Michel Barlaud |
| 2009 | MMM | Sparse Multiscale Patches (SMP) for Image Categorization. | Paolo Piro, Sandrine Anthoine, Eric Debreuve, Michel Barlaud |
| 2008 | CBMI | Image retrieval via Kullback-Leibler divergence of patches of multiscale coefficients in the KNN framework. | Paolo Piro, Sandrine Anthoine, ric Debreuve, Michel Barlaud |
| 2008 | CVPR | Fast k nearest neighbor search using GPU. | Vincent Garcia, Eric Debreuve, Michel Barlaud |
| 2008 | ICASSP | A nonparametric minimum entropy image deblurring algorithm. | Cesario Vincenzo Angelino, Eric Debreuve, Michel Barlaud |
| 2008 | ICIP | Image restoration using a kNN-variant of the mean-shift. | Cesario Vincenzo Angelino, Eric Debreuve, Michel Barlaud |
| 2007 | CBMI | Region-of-Interest Tracking Based on Keypoint Trajectories on a Group of Pictures. | Vincent Garcia, ric Debreuve, Michel Barlaud |
| 2007 | CVPR | High-dimensional statistical distance for region-of-interest tracking: Application to combining a soft geometric constraint with radiometry. | Sylvain Boltz, Eric Debreuve, Michel Barlaud |
| 2007 | ICIP | A High Dimensional Framework for Joint Color-Spatial Segmentation. | Sylvain Boltz, Eric Debreuve, Michel Barlaud |
| 2007 | ICIP | Outer-Layer Based Tracking using Entropy as a Similarity Measure. | Vincent Garcia, Sylvain Boltz, Eric Debreuve, Michel Barlaud |
| 2006 | ICASSP | Modeling the Motion Coding Error for Mcwt Video Coders. | Marie Andre Agostini, Thomas Andr, Marc Antonini, Michel Barlaud |
| 2006 | ICASSP | A Contour Tracking Algorithm for Rotoscopy. | Vincent Garcia, ric Debreuve, Michel Barlaud |
| 2006 | ICIP | Entropy-Based Distortion Measure for Image Coding. | Thomas Andr, Marc Antonini, Michel Barlaud, Robert M. Gray |
| 2006 | ICIP | A Minimum-Entropy Procedure for Robust Motion Estimation. | Sylvain Boltz, Eric Wolsztynski, Eric Debreuve, Eric Thierry, Michel Barlaud, Luc Pronzato |
| 2006 | ICIP | Active Contour Segmentation with a Parametric Shape Prior: Link with the Shape Gradient. | Eric Debreuve, Michel Barlaud, Jean-Paul Marmorat, Gilles Aubert |
| 2006 | ICIP | Robust Motion-Based Segmentation in Video Sequences using Entropy Estimator. | Ariane Herbulot, Sylvain Boltz, Eric Debreuve, Michel Barlaud |
| 2005 | ICIP | Puzzle temporal lifting for wavelet-based video coding. | Thomas Andr, Marc Antonini, Michel Barlaud |
| 2005 | ICIP | Watershed-driven active contours for moving object segmentation. | Annabelle Gouze, Cdric De Roover, Benot Macq, Ariane Herbulot, Eric Debreuve, Michel Barlaud |
| 2004 | ICASSP | (N, 0) motion-compensated lifting-based wavelet transform. | Thomas Andr, Marco Cagnazzo, Marc Antonini, Michel Barlaud, Nikola Bozinovic, Janusz Konrad |
| 2004 | ICASSP | Shape gradient for image segmentation using information theory. | Ariane Herbulot, Stphanie Jehan-Besson, Michel Barlaud, Gilles Aubert |
| 2004 | ICIP | A model-based motion compensated video coder with JPEG2000 compatibility. | Marco Cagnazzo, Thomas Andr, Marc Antonini, Michel Barlaud |
| 2004 | ICIP | Shape gradient for multi-modal image segmentation using mutual information. | Ariane Herbulot, Stphanie Jehan-Besson, Michel Barlaud, Gilles Aubert |
| 2004 | MMSP | A smoothly scalable and fully JPEG2000-compatible video coder. | Marco Cagnazzo, Thomas Andr, Marc Antonini, Michel Barlaud |
| 2003 | DCC | Multiple description coding for noisy-varying channels. | Manuela Pereira, Marc Antonini, Michel Barlaud |
| 2003 | ICCV | Shape Gradients for Histogram Segmentation using Active Contours. | Stphanie Jehan-Besson, Michel Barlaud, Gilles Aubert, Olivier D. Faugeras |
| 2003 | ICIP | Optimal weighted model-based bit allocation for quincunx sampled images. | Annabelle Gouze, Christophe Parisot, Marc Antonini, Michel Barlaud |
| 2003 | ICIP | Region-based active contours using geometrical and statistical features for image segmentation. | Stphanie Jehan-Besson, Muriel Gastaud, Michel Barlaud, Gilles Aubert |
| 2003 | ICIP | Multiple description coding for Internet video streaming. | Manuela Pereira, Marc Antonini, Michel Barlaud |
| 2003 | ICIP | Smoothing B-spline active contour for fast and robust image and video segmentation. | Frdric Precioso, Michel Barlaud, Thierry Blu, Michael Unser |
| 2002 | ECCV | DREAM | Stphanie Jehan-Besson, Michel Barlaud, Gilles Aubert |
| 2002 | ICIP | Video segmentation using active contours on a group of pictures. | Muriel Gastaud, Michel Barlaud |
| 2002 | ICIP | Stripe-based MSE control in image coding. | Christophe Parisot, Marc Antonini, Michel Barlaud |
| 2002 | ICIP | Channel adapted multiple description coding scheme using wavelet transform. | Manuela Pereira, Marc Antonini, Michel Barlaud |
| 2002 | ICIP | Regular spatial B-spline active contour for fast video segmentation. | Frdric Precioso, Michel Barlaud |
| 2002 | VCIP | Optimal nearly uniform scalar quantizer design for wavelet coding. | Christophe Parisot, Marc Antonini, Michel Barlaud |
| 2001 | ICCV | Video Objects Segmentation Using Eulerian Region-Based Active Contours. | Stphanie Jehan-Besson, Michel Barlaud, Gilles Aubert |
| 2001 | ICIP | Region-based active contours for video object segmentation with camera compensation. | Stphanie Jehan-Besson, Michel Barlaud, Gilles Aubert |
| 2001 | ICIP | Optimized lifting scheme for two-dimensional quincunx sampling images. | Annabelle Gouze, Marc Antonini, Michel Barlaud, Benot Macq |
| 2001 | ICIP | An object based motion method for video coding. | Stphanie Jehan-Besson, Michel Barlaud, Gilles Aubert |
| 2001 | ICIP | Optimization of the joint coding/decoding structure. | Christophe Parisot, Marc Antonini, Michel Barlaud, Stephane Tramini, Christophe Latry, Catherine Lambert-Nebout |
| 2001 | ICIP | B-spline active contours for fast video segmentation. | Frdric Precioso, Michel Barlaud |
| 2001 | MMSP | 3D scan based wavelet transform for video coding. | Christophe Parisot, Marc Antonini, Michel Barlaud |
| 2001 | VCIP | New object-based variational approach for MPEG-2 data recovery over lossy packet networks. | Jol Jung, Marc Antonini, Michel Barlaud |
| 2000 | ICIP | Quincunx Lifting Scheme for Lossy Image Compression. | Annabelle Gouze, Marc Antonini, Michel Barlaud |
| 2000 | ICIP | EBWIC: A low Complexity and Efficient Rate Constrained Wavelet Image Coder. | Christophe Parisot, Marc Antonini, Michel Barlaud |
| 2000 | ICIP | Spatio-Frequency Noise Distribution a Priori for Satellite Image Joint Denoising/Deblurring. | Stephane Tramini, Marc Antonini, Michel Barlaud, Gilles Aubert, Bernard Roug, Christophe Latry |
| 2000 | ICPR | Detection and Tracking of Moving Objects using a New Level Set Based Method. | Stphanie Jehan-Besson, Michel Barlaud, Gilles Aubert |
| 1999 | ICASSP | Supervised classification for synthetic aperture radar image. | Xavier Dupuis, Pierre Mathieu, Michel Barlaud |
| 1999 | ICIP | Inward and Outward Curve Evolution Using Level Set Method. | Olivier Amadieu, Eric Debreuve, Michel Barlaud, Gilles Aubert |
| 1999 | ICIP | Optimal Joint Decoding/deblurring Method for Optical Images. | Stephane Tramini, Marc Antonini, Michel Barlaud, Gilles Aubert |
| 1998 | ICIP | Motion-based Segmentation by Means of Active Contours. | Roberto Ciampini, Laure Blanc-Fraud, Michel Barlaud, Emanuele Salerno |
| 1998 | ICIP | Attenuation Map Segmentation without Reconstruction Using a Level Set Method in Nuclear Medicine Imaging. | Eric Debreuve, Michel Barlaud, Gilles Aubert, Jacques Darcourt |
| 1998 | ICIP | Optimal JPEG Decoding. | Jol Jung, Marc Antonini, Michel Barlaud |
| 1998 | ICIP | Quantization Noise Removal for Optimal Transform Decoding. | Stephane Tramini, Marc Antonini, Michel Barlaud, Gilles Aubert |
| 1998 | ICIP | Multispectral Image Coding using Lattice VQ and the Wavelet Transform. | Jacques Vaisey, Michel Barlaud, Marc Antonini |
| 1997 | ICASSP | Speckle reduction with edge-preserving. | Pierre Mathieu, Laurent Dirat, Xavier Dupuis, Michel Barlaud |
| 1997 | ICIP | Segmentation and Edge-Preserving Restoration. | Sylvie Teboul, Laure Blanc-Fraud, Gilles Aubert, Michel Barlaud |
| 1996 | ICIP | Nonlinear regularization using constrained edges in image reconstruction. | Laure Blanc-Fraud, Sylvie Teboul, Gilles Aubert, Michel Barlaud |
| 1996 | ICIP | Poisson statistic and half-quadratic regularization for emission tomography reconstruction algorithm. | Pierre Malick Koulibaly, Pierre Charbonnier, Laure Blanc-Fraud, Ivan Laurette, Jacques Darcourt, Michel Barlaud |
| 1996 | ICIP | Multiresolution edge adaptive algorithm for low bit rate image coding. | Philippe Raffy, Marc Antonini, Michel Barlaud |
| 1995 | ICASSP | Adaptive vector quantization for raw SAR data. | Dimitri Lebedeff, Pierre Mathieu, Michel Barlaud, Catherine Lambert-Nebout, Pascale Bellemain |
| 1995 | ICIP | Towards entropy constrained lattice vector quantization. | Marc Antonini, Philippe Raffy, Michel Barlaud |
| 1995 | ICIP | Nonlinear image processing: modeling and fast algorithm for regularization with edge detection. | Laure Blanc-Fraud, Pierre Charbonnier, Gilles Aubert, Michel Barlaud |
| 1994 | ICASSP | A fast tomographic reconstruction algorithm in the 2-D wavelet transform domain. | Laure Blanc-Fraud, Pierre Charbonnier, Pierre Lobel, Michel Barlaud |
| 1994 | ICASSP | Vector quantization of raw SAR data. | Jean-Marie Moureaux, Patricia Gauthier, Michel Barlaud, Pascale Bellemain |
| 1994 | ICIP | Two Deterministic Half-Quadratic Regularization Algorithms for Computed Imaging. | Pierre Charbonnier, Laure Blanc-Fraud, Gilles Aubert, Michel Barlaud |
| 1994 | ICIP | Motion Estimation Based on Markov Random Fields. | B. Rouchouze, Pierre Mathieu, Thierry Gaidon, Michel Barlaud |
| 1994 | ICPR | A deterministic algorithm for edge-preserving computed imaging using Legendre transform. | Gilles Aubert, Michel Barlaud, Laure Blanc-Fraud, Pierre Charbonnier |
| 1993 | ICASSP | Elliptical codebook for lattice vector quantization. | Michel Barlaud, Patrick Sol, Jean-Marie Moureaux, Marc Antonini, Patricia Gauthier |
| 1993 | ICASSP | An adaptive reconstruction method involving discontinuities. | Pierre Charbonnier, Laure Blanc-Fraud, Michel Barlaud |
| 1992 | ICASSP | A pyramidal scheme for lattice vector quantization of wavelet transform coefficients applied to image coding. | Michel Barlaud, Patrick Sol, Marc Antonini, Pierre Mathieu |
| 1991 | ICASSP | Image coding using lattice vector quantization of wavelet coefficients. | Marc Antonini, Michel Barlaud, Pierre Mathieu |
| 1991 | ICASSP | Edge detection using recursive biorthogonal wavelet transform. | Michel Barlaud, Thierry Gaidon, Pierre Mathieu, Jean-Christophe Feauveau |
| 1991 | ICASSP | Recursive biorthogonal wavelet transform for image coding. | Jean-Christophe Feauveau, Pierre Mathieu, Michel Barlaud, Marc Antonini |
| 1990 | ICASSP | Image coding using vector quantization in the wavelet transform domain. | Marc Antonini, Michel Barlaud, Pierre Mathieu, Ingrid Daubechies |
| 1990 | ICASSP | Sonar reverberation synthesis using nonstationary autoregressive modeling. | Michel Barlaud, Jean-Michel Bruneau, M. Le Dard |
| 1990 | VCIP | Multiscale image coding using the Kohonen neural network. | Marc Antonini, Michel Barlaud, Pierre Mathieu, Jean-Christophe Feauveau |
| 1990 | VCIP | Image restoration using biorthogonal wavelet transform. | Jean-Michel Bruneau, Michel Barlaud, Pierre Mathieu |
| 1988 | ICASSP | Ringing reduction in images restoration using mirror images and adaptive Kalman filtering. | Laure Blanc-Fraud, Michel Barlaud, Pierre Mathieu |