Michel Barlaud

Orcid: 0000-0001-9093-033X

Affiliations:
  • University of Nice Sophia Antipolis, Nice, France


According to our database1, Michel Barlaud authored at least 180 papers between 1986 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2003, "For contributions to the theory and practice of image coding, restoration and segmentation.".

Timeline

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Bibliography

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

A new Linear Time Bi-level ℓ<sub>1,∞</sub> projection ; Application to the sparsification of auto-encoders neural networks.
CoRR, 2024

Multi-level projection with exponential parallel speedup; Application to sparse auto-encoders neural networks.
CoRR, 2024

2023
Near-Linear Time Projection onto the 𝓁<sub>1, ∞</sub> Ball; Application to Sparse Autoencoders.
CoRR, 2023

A New Semi-Supervised Classification Method Using a Supervised Autoencoder for Biomedical Applications.
Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Sparse auto-Encoders for Green AI image coding.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Semi-supervised classification using a supervised autoencoder for biomedical applications.
CoRR, 2022

Learning a confidence score and the latent space of a new supervised autoencoder for diagnosis and prognosis in clinical metabolomic studies.
BMC Bioinform., 2022

Efficient projection algorithms onto the weighted <i>ℓ</i><sub>1</sub> ball.
Artif. Intell., 2022

Efficient Clustering Using Alternating Minimization And A Projection-Gradient Method For Dimension Reduction.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Mitotic Index Determination on Live Cells From Label-Free Acquired Quantitative Phase Images Using a Supervised Autoencoder.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Primal-dual for classification with rejection (PD-CR): a novel method for classification and feature selection - an application in metabolomics studies.
BMC Bioinform., 2021

Learning a Sparse Generative Non-Parametric Supervised Autoencoder.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
A filtered bucket-clustering method for projection onto the simplex and the ℓ <sub>1</sub> ball.
Math. Program., 2020

Efficient Projection Algorithms onto the Weighted l1 Ball.
CoRR, 2020

Learning sparse deep neural networks using efficient structured projections on convex constraints for green AI.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Classification and feature selection using a primal-dual method and projection on structured constraints.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Robust supervised classification and feature selection using a primal-dual method.
CoRR, 2019

Non Invasive Live Cell Cycle Monitoring using Quantitative Phase Imaging and Proximal Machine Learning Methods.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2017
Classification and Regression Using an Outer Approximation Projection-Gradient Method.
IEEE Trans. Signal Process., 2017

Clustering with feature selection using alternating minimization, Application to computational biology.
CoRR, 2017

2016
Nonconvex Regularization in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2016

Non-convex regularization in remote sensing.
CoRR, 2016

2015
Gentle Nearest Neighbors Boosting over Proper Scoring Rules.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

To be or not to be convex? A study on regularization in hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Boosting Stochastic Newton with Entropy Constraint for Large-Scale Image Classification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Hybrid weighted-stego detection using machine learning.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Boosting Stochastic Newton Descent for Bigdata large scale classification.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2012
Leveraging k-NN for generic classification boosting.
Neurocomputing, 2012

Boosting k-NN for Categorization of Natural Scenes.
Int. J. Comput. Vis., 2012

A Bio-inspired Learning and Classification Method for Subcellular Localization of a Plasma Membrane Protein.
Proceedings of the VISAPP 2012, 2012

Boosting Nearest Neighbors for the Efficient Estimation of Posteriors.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Classification of biological cells using bio-inspired descriptors.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Biological cells classification using bio-inspired descriptor in a boosting k-NN framework.
Proceedings of CBMS 2012, 2012

Universal k-NN (UNN) Classification of Cell Images using Histograms of DoG Coefficients.
Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012

2011
Confidence-based Denoising Relying on a Transformation-invariant, Robust Patch Similarity - Exploring Ways to Improve Patch Synchronous Summation.
Proceedings of the IMAGAPP & IVAPP 2011, 2011

Bio-inspired Bags-of-features for Image Classification.
Proceedings of the KDIR 2011, 2011

2010
Mutual information-based context quantization.
Signal Process. Image Commun., 2010

Combining spatial and temporal patches for scalable video indexing.
Multim. Tools Appl., 2010

Boosting k-NN for categorization of natural scenes
CoRR, 2010

K-NN boosting prototype learning for object classification.
Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010

Boosting Bayesian MAP Classification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching.
Proceedings of the International Conference on Image Processing, 2010

Patch confidence k-nearest neighbors denoising.
Proceedings of the International Conference on Image Processing, 2010

From descriptor to boosting: Optimizing the k-NN classification rule.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

Multi-class Leveraged <i>κ</i>-NN for Image Classification.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
High-Dimensional Statistical Measure for Region-of-Interest Tracking.
IEEE Trans. Image Process., 2009

Sparse Multiscale Patches (SMP) for Image Categorization.
Proceedings of the Advances in Multimedia Modeling, 2009

Bregman vantage point trees for efficient nearest Neighbor Queries.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Scalable Spatio-Temporal Video Indexing Using Sparse Multiscale Patches.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008
Motion and Appearance Nonparametric Joint Entropy for Video Segmentation.
Int. J. Comput. Vis., 2008

Using Neighborhood Distributions of Wavelet Coefficients for On-the-Fly, Multiscale-Based Image Retrieval.
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008

A Minimum Entropy Image Denoising Algorithm - Minimizing Conditional Entropy in a New Adaptive Weighted K-th Nearest Neighbor Framework for Image Denoising.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Image restoration using a kNN-variant of the mean-shift.
Proceedings of the International Conference on Image Processing, 2008

A nonparametric minimum entropy image deblurring algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2008

Sparse Multiscale Patches for Image Processing.
Proceedings of the Emerging Trends in Visual Computing, 2008

Fast k nearest neighbor search using GPU.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Image retrieval via Kullback-Leibler divergence of patches of multiscale coefficients in the KNN framework.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
Entropy-Based Distortion Measure and Bit Allocation for Wavelet Image Compression.
IEEE Trans. Image Process., 2007

Optimal Motion Estimation for Wavelet Motion Compensated Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2007

Using the Shape Gradient for Active Contour Segmentation: from the Continuous to the Discrete Formulation.
J. Math. Imaging Vis., 2007

JPEG2000-Compatible Scalable Scheme for Wavelet-Based Video Coding.
EURASIP J. Image Video Process., 2007

Tracking based on local motion estimation of spatio-temporally weighted salient points.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

kNN-based high-dimensional Kullback-Leibler distance for tracking.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Space-Time Segmentation Based on a Joint Entropy with Estimation of Nonparametric Distributions.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Outer-Layer Based Tracking using Entropy as a Similarity Measure.
Proceedings of the International Conference on Image Processing, 2007

A High Dimensional Framework for Joint Color-Spatial Segmentation.
Proceedings of the International Conference on Image Processing, 2007

Joint Appearance and Deformable Shape for Nonparametric Segmentation.
Proceedings of the Human Motion, 2007

High-dimensional statistical distance for region-of-interest tracking: Application to combining a soft geometric constraint with radiometry.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Region-of-Interest Tracking Based on Keypoint Trajectories on a Group of Pictures.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006
Segmentation of a Vector Field: Dominant Parameter and Shape Optimization.
J. Math. Imaging Vis., 2006

Segmentation of Vectorial Image Features Using Shape Gradients and Information Measures.
J. Math. Imaging Vis., 2006

Robust Motion-Based Segmentation in Video Sequences using Entropy Estimator.
Proceedings of the International Conference on Image Processing, 2006

Active Contour Segmentation with a Parametric Shape Prior: Link with the Shape Gradient.
Proceedings of the International Conference on Image Processing, 2006

A Minimum-Entropy Procedure for Robust Motion Estimation.
Proceedings of the International Conference on Image Processing, 2006

Entropy-Based Distortion Measure for Image Coding.
Proceedings of the International Conference on Image Processing, 2006

A Contour Tracking Algorithm for Rotoscopy.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Modeling the Motion Coding Error for Mcwt Video Coders.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Model-based bit allocation between wavelet subbands and motion information in MCWT video coders.
Proceedings of the 14th European Signal Processing Conference, 2006

Shape Gradient for Image and Video Segmentation.
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

2005
Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm.
IEEE Trans. Image Process., 2005

Watershed-driven active contours for moving object segmentation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Puzzle temporal lifting for wavelet-based video coding.
Proceedings of the 2005 International Conference on Image Processing, 2005

Multimodal segmentation combining active contours and watersheds.
Proceedings of the 13th European Signal Processing Conference, 2005

A joint motion computation and segmentation algorithm for video coding.
Proceedings of the 13th European Signal Processing Conference, 2005

Full occlusion management for wavelet-based video coding.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Design of signal-adapted multidimensional lifting scheme for lossy coding.
IEEE Trans. Image Process., 2004

Combining shape prior and statistical features for active contour segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2004

A smoothly scalable and fully JPEG2000-compatible video coder.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Shape gradient for multi-modal image segmentation using mutual information.
Proceedings of the 2004 International Conference on Image Processing, 2004

A model-based motion compensated video coder with JPEG2000 compatibility.
Proceedings of the 2004 International Conference on Image Processing, 2004

Shape gradient for image segmentation using information theory.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

(N, 0) motion-compensated lifting-based wavelet transform.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Motion-compensated lifted wavelet video coding: Toward optimal motion/transform configuration.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Optimal decoder for block-transform based video coders.
IEEE Trans. Multim., 2003

Multiple description image and video coding for wireless channels.
Signal Process. Image Commun., 2003

Image Segmentation Using Active Contours: Calculus of Variations or Shape Gradients?
SIAM J. Appl. Math., 2003

DREAM2S: Deformable Regions Driven by an Eulerian Accurate Minimization Method for Image and Video Segmentation.
Int. J. Comput. Vis., 2003

3D Scan-Based Wavelet Transform and Quality Control for Video Coding.
EURASIP J. Adv. Signal Process., 2003

Motion Vector Estimation and Encoding for Motion Compensated DWT.
Proceedings of the Visual Content Processing and Representation, 2003

Smoothing B-spline active contour for fast and robust image and video segmentation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Multiple description coding for Internet video streaming.
Proceedings of the 2003 International Conference on Image Processing, 2003

Region-based active contours using geometrical and statistical features for image segmentation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Optimal weighted model-based bit allocation for quincunx sampled images.
Proceedings of the 2003 International Conference on Image Processing, 2003

Shape Gradients for Histogram Segmentation using Active Contours.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Multiple Description Coding for Quincunx Images. Application to Satellite Transmission.
Proceedings of the High Speed Networks and Multimedia Communications, 2003

Multiple Description Coding for Video Streaming over Wireless Networks.
Proceedings of the High Speed Networks and Multimedia Communications, 2003

Multiple description coding for noisy-varying channels.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

2002
B-Spline Active Contour with Handling of Topology Changes for Fast Video Segmentation.
EURASIP J. Adv. Signal Process., 2002

A 3-Step Algorithm Using Region-Based Active Contours for Video Objects Detection.
EURASIP J. Adv. Signal Process., 2002

Optimal nearly uniform scalar quantizer design for wavelet coding.
Proceedings of the Visual Communications and Image Processing 2002, 2002

3D tomographic reconstruction of binary images from cone beam projections: a fast level set approach.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Channel adapted scan-based multiple description video coding.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Regular spatial B-spline active contour for fast video segmentation.
Proceedings of the 2002 International Conference on Image Processing, 2002

Channel adapted multiple description coding scheme using wavelet transform.
Proceedings of the 2002 International Conference on Image Processing, 2002

Stripe-based MSE control in image coding.
Proceedings of the 2002 International Conference on Image Processing, 2002

Video segmentation using active contours on a group of pictures.
Proceedings of the 2002 International Conference on Image Processing, 2002

Low complexity Multiple Description Coding scheme using Wavelet Transform.
Proceedings of the 11th European Signal Processing Conference, 2002

High performance coding using a model-based bit allocation with EBCOT.
Proceedings of the 11th European Signal Processing Conference, 2002

Scan-based quality control for JPEG2000 using R-D models.
Proceedings of the 11th European Signal Processing Conference, 2002

DREAM<sup>2</sup>S: Deformable Regions Driven by an Eulerian Accurate Minimization Method for Image and Video Segmentation.
Proceedings of the Computer Vision, 2002

2001
Space-Time Segmentation Using Level Set Active Contours Applied to Myocardial Gated SPECT.
IEEE Trans. Medical Imaging, 2001

New object-based variational approach for MPEG-2 data recovery over lossy packet networks.
Proceedings of the Visual Communications and Image Processing 2001, 2001

Compensation of geometrical deformations for watermark extraction in digital cinema application.
Proceedings of the Security and Watermarking of Multimedia Contents III, 2001

3D scan based wavelet transform for video coding.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

B-spline active contours for fast video segmentation.
Proceedings of the 2001 International Conference on Image Processing, 2001

Optimization of the joint coding/decoding structure.
Proceedings of the 2001 International Conference on Image Processing, 2001

An object based motion method for video coding.
Proceedings of the 2001 International Conference on Image Processing, 2001

Optimized lifting scheme for two-dimensional quincunx sampling images.
Proceedings of the 2001 International Conference on Image Processing, 2001

Region-based active contours for video object segmentation with camera compensation.
Proceedings of the 2001 International Conference on Image Processing, 2001

Video Objects Segmentation Using Eulerian Region-Based Active Contours.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000
Distortion-rate models for entropy-coded lattice vector quantization.
IEEE Trans. Image Process., 2000

An efficient new object-based variational approach for MPEG video decoding.
Ann. des Télécommunications, 2000

Detection and Tracking of Moving Objects using a New Level Set Based Method.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Spatio-Frequency Noise Distribution a Priori for Satellite Image Joint Denoising/Deblurring.
Proceedings of the 2000 International Conference on Image Processing, 2000

EBWIC: A low Complexity and Efficient Rate Constrained Wavelet Image Coder.
Proceedings of the 2000 International Conference on Image Processing, 2000

Quincunx Lifting Scheme for Lossy Image Compression.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Optimal Joint Decoding/deblurring Method for Optical Images.
Proceedings of the 1999 International Conference on Image Processing, 1999

Inward and Outward Curve Evolution Using Level Set Method.
Proceedings of the 1999 International Conference on Image Processing, 1999

Supervised classification for synthetic aperture radar image.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Variational approach for edge-preserving regularization using coupled PDEs.
IEEE Trans. Image Process., 1998

Intraframe image decoding based on a nonlinear variational approach.
Int. J. Imaging Syst. Technol., 1998

Multispectral Image Coding using Lattice VQ and the Wavelet Transform.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Quantization Noise Removal for Optimal Transform Decoding.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Optimal JPEG Decoding.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Attenuation Map Segmentation without Reconstruction Using a Level Set Method in Nuclear Medicine Imaging.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Motion-based Segmentation by Means of Active Contours.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Synthetic aperture radar interferometry using ground slope vector to phase unwrapping.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Deterministic edge-preserving regularization in computed imaging.
IEEE Trans. Image Process., 1997

Microwave imaging: Reconstructions from experimental data using conjugate gradient and enhancement by edge-preserving regularization.
Int. J. Imaging Syst. Technol., 1997

Segmentation and Edge-Preserving Restoration.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Speckle reduction with edge-preserving.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Fractal image compression based on Delaunay triangulation and vector quantization.
IEEE Trans. Image Process., 1996

Multiresolution edge adaptive algorithm for low bit rate image coding.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Poisson statistic and half-quadratic regularization for emission tomography reconstruction algorithm.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Nonlinear regularization using constrained edges in image reconstruction.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Nonlinear image processing: modeling and fast algorithm for regularization with edge detection.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Towards entropy constrained lattice vector quantization.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Adaptive vector quantization for raw SAR data.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Pyramidal lattice vector quantization for multiscale image coding.
IEEE Trans. Image Process., 1994

A deterministic algorithm for edge-preserving computed imaging using Legendre transform.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Motion Estimation Based on Markov Random Fields.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Two Deterministic Half-Quadratic Regularization Algorithms for Computed Imaging.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Vector quantization of raw SAR data.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

A fast tomographic reconstruction algorithm in the 2-D wavelet transform domain.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
An adaptive reconstruction method involving discontinuities.
Proceedings of the IEEE International Conference on Acoustics, 1993

Elliptical codebook for lattice vector quantization.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Image coding using wavelet transform.
IEEE Trans. Image Process., 1992

Noisy image restoration using multiresolution markov random fields.
J. Vis. Commun. Image Represent., 1992

A pyramidal scheme for lattice vector quantization of wavelet transform coefficients applied to image coding.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Recursive biorthogonal wavelet transform for image coding.
Proceedings of the 1991 International Conference on Acoustics, 1991

Edge detection using recursive biorthogonal wavelet transform.
Proceedings of the 1991 International Conference on Acoustics, 1991

Image coding using lattice vector quantization of wavelet coefficients.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Image restoration using biorthogonal wavelet transform.
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990

Multiscale image coding using the Kohonen neural network.
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990

Sonar reverberation synthesis using nonstationary autoregressive modeling.
Proceedings of the 1990 International Conference on Acoustics, 1990

Image coding using vector quantization in the wavelet transform domain.
Proceedings of the 1990 International Conference on Acoustics, 1990

1988
Ringing reduction in images restoration using mirror images and adaptive Kalman filtering.
Proceedings of the IEEE International Conference on Acoustics, 1988

1986
Unbiased parameter estimation of nonstationary signals in noise.
IEEE Trans. Acoust. Speech Signal Process., 1986


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