Hadj Batatia

Publication Activity (10 Years)

Years Active: 1998-2020
Publications (10 Years): 18

Top Topics

Source Localization

Structured Sparsity

Top Venues

IEEE Trans. Image Process.

Publications

Sana Zorgui, Siwar Chaabene, Bassem Bouaziz, Hadj Batatia, Lotfi Chaâri
A Convolutional Neural Network for Lentigo Diagnosis. ICOST (2020)
Antonio Quintero-Rincón, Carlos D'Giano, Hadj Batatia
Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution. IJCNN (2020)
Antonio Quintero-Rincón, Valeria Muro, Carlos D'Giano, Jorge Prendes, Hadj Batatia
Statistical Model-Based Classification to Detect Patient-Specific Spike-and-Wave in EEG Signals. Comput. 9 (4) (2020)
Adel Kamli, Rachida Saouli, Hadj Batatia, Mostefa Bennaceur, Imane Youkana
Synthetic medical image generator for data augmentation and anonymisation based on generative adversarial network for glioblastoma tumors growth prediction. IET Image Process. 14 (16) (2020)
Antonio Quintero-Rincón, Valeria Muro, Carlos D'Giano, Jorge Prendes, Hadj Batatia
A novel spike-and-wave automatic detection in EEG signals. CoRR (2019)
Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia
A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems. EUSIPCO (2018)
Facundo Costa, Hadj Batatia, Thomas Oberlin, Carlos D'Giano, Jean-Yves Tourneret
Bayesian EEG source localization using a structured sparsity prior. NeuroImage 144 (2017)
Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia
A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation. EUSIPCO (2017)
Yuri Mejia, Henry Arguello, Facundo Costa, Jean-Yves Tourneret, Hadj Batatia
Bayesian reconstruction of hyperspectral images by using compressed sensing measurements and a local structured prior. ICASSP (2017)
Abdelghafour Halimi, Hadj Batatia, Jimmy le Digabel, Gwendal Josse, Jean-Yves Tourneret
Statistical modeling and classification of reflectance confocal microscopy images. CAMSAP (2017)
Abdelghafour Halimi, Hadj Batatia, Jimmy le Digabel, Gwendal Josse, Jean-Yves Tourneret
An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images. EUSIPCO (2017)
Antonio Quintero-Rincón, Jorge Prendes, Marcelo Pereyra, Hadj Batatia, Marcelo R. Risk
Multivariate Bayesian classification of epilepsy EEG signals. IVMSP (2016)
Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret
A partially collapsed Gibbs sampler with accelerated convergence for EEG source localization. SSP (2016)
Lotfi Chaâri, Jean-Yves Tourneret, Caroline Chaux, Hadj Batatia
A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling. IEEE Trans. Signal Process. 64 (21) (2016)
Andrea Laruelo, Lotfi Chaâri, Soléakhéna Ken, Jean-Yves Tourneret, Hadj Batatia, Anne Laprie
MRSI data unmixing using spatial and spectral priors in transformed domains. ISBI (2016)
Facundo Costa, Hadj Batatia, Lotfi Chaâri, Jean-Yves Tourneret
Sparse EEG Source Localization Using Bernoulli Laplacian Priors. IEEE Trans. Biomed. Eng. 62 (12) (2015)
Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret
EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler. CAMSAP (2015)
Marcelo Pereyra, Hadj Batatia, Steve McLaughlin
Exploiting Information Geometry to Improve the Convergence of Nonparametric Active Contours. IEEE Trans. Image Process. 24 (3) (2015)
Lotfi Chaâri, Hadj Batatia, Nicolas Dobigeon, Jean-Yves Tourneret
A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization. ICASSP (2014)
Zacharie Irace, Hadj Batatia
Bayesian spatiotemporal segmentation of combined PET-CT data using a bivariate poisson mixture model. EUSIPCO (2014)
Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret
Computing the Cramer-Rao Bound of Markov Random Field Parameters: Application to the Ising and the Potts Models. IEEE Signal Process. Lett. 21 (1) (2014)
Marcelo Pereyra, Hadj Batatia, Steve McLaughlin
Exploiting Information Geometry to Improve the Convergence Properties of Variational Active Contours. IEEE J. Sel. Top. Signal Process. 7 (4) (2013)
Andrea Laruelo, Lotfi Chaâri, Hadj Batatia, Soléakhéna Ken, Benjamin Rowland, Anne Laprie, Jean-Yves Tourneret
Hybrid sparse regularization for magnetic resonance spectroscopy. EMBC (2013)
Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret
Estimating the Granularity Coefficient of a Potts-Markov Random Field Within a Markov Chain Monte Carlo Algorithm. IEEE Trans. Image Process. 22 (6) (2013)
Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia
Sparse Bayesian regularization using Bernoulli-Laplacian priors. EUSIPCO (2013)
Zacharie Irace, Hadj Batatia
Motion-based interpolation to estimate spatially variant PSF in Positron Emission Tomography. EUSIPCO (2013)
Marcelo Pereyra, Hadj Batatia, Steve McLaughlin
Exploiting information geometry to improve the convergence of nonparametric active contours. CAMSAP (2013)
Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret
Segmentation of Skin Lesions in 2-D and 3-D Ultrasound Images Using a Spatially Coherent Generalized Rayleigh Mixture Model. IEEE Trans. Medical Imaging 31 (8) (2012)
Meriem Djeddi, Zehor Ouksili, Hadj Batatia
A lognormal multiplicative cascade model for multifractal characterization of skin ultrasound images. ISBI (2012)
Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret
Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model. ICASSP (2011)
Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret
Segmentation of ultrasound images using a spatially coherent generalized Rayleigh mixture model. EUSIPCO (2011)
Zehor Ouksili, Hadj Batatia
4D CT image reconstruction based on interpolated optical flow fields. ICIP (2010)
Ali Mcheik, Hadj Batatia
Segmentation of oct skin images by classification of speckle statistical parameters. ICIP (2010)
Clovis Tauber, Hadj Batatia, Alain Ayache
Quasi-automatic initialization for parametric active contours. Pattern Recognit. Lett. 31 (1) (2010)
Meriem Djeddi, Abdeldjalil Ouahabi, Hadj Batatia, Adrian Basarab, Denis Kouame
Discrete wavelet for multifractal texture classification: application to medical ultrasound imaging. ICIP (2010)
Clovis Tauber, Hadj Batatia, Alain Ayache
Robust B-spline Snakes For Ultrasound Image Segmentation. J. Signal Process. Syst. 54 (1-3) (2009)
Ali Mcheik, Clovis Tauber, Hadj Batatia, Jérôme George, Jean-Michel Lagarde
Speckle Modelization in OCT Images for Skin Layers Segmentation. VISAPP (1) (2008)
Zehor Ouksili, Clovis Tauber, Julia Nalis, Hadj Batatia, Olivier Caselles, Frederic Courbon
Indirect PET-PET image registration to monitor lung cancer tumor. Medical Imaging: Image Processing (2007)
Christophe Piombo, Hadj Batatia, Pascal Dayre, Alain Ayache
An Ontology based Web Annotation System to Create New Learning Practices. EC-TEL (Posters) (2007)
Zehor Ouksili, Clovis Tauber, Julia Nalis, Hadj Batatia, Olivier Caselles, Frederic Courbon
Accurate Pet-Pet Registration to Assess Lung Tumor Evolution. ISBI (2007)
Clovis Tauber, Hadj Batatia, Alain Ayache
A general quasi-automatic initialization for snakes: application to ultrasound images. ICIP (2) (2005)
Pascal Dayre, Hadj Batatia
An original adaptive hypermedia aircraft handbook. IADIS AC (2005)
Clovis Tauber, Hadj Batatia, Alain Ayache
A robust active contour initialization and gradient vector flow for ultrasound image segmentation. MVA (2005)
Clovis Tauber, Hadj Batatia, Alain Ayache
A robust speckle reducing anisotropic diffusion. ICIP (2004)
Donglai Xu, Rui Gao, Hadj Batatia
An improved parallel architecture fro MPEG-4 motion estimation in 3G mobile applications. ICME (2003)
Donglai Xu, Rui Gao, Hadj Batatia
An improved parallel architecture for MPEG-4 motion estimation in 3G mobile applications. ICASSP (2) (2003)
Christophe Piombo, Hadj Batatia, Alain Ayache
A Framework for Adapting Instruction to Cognitive Learning Styles. ICALT (2003)
Hadj Batatia, Alain Ayache, Hannu Markkanen
Netpro: An Innovative Approach to Network Project Based Learning. ICCE (2002)
Donglai Xu, Hadj Batatia, Reza Sotudeh
A VLSI-Based Parallel Architecture for Block-Matching Motion Estimation in Low Bit-Rate Video Coding. PDPTA (1999)
Martin Maierhofer, Christopher Bailey, Hadj Batatia, Reza Sotudeh
An Investigation of Arbitration in Servers for Distributed Multimedia Applications. PDPTA (1999)
Hadj Batatia, Donglai Xu
An autonomous I/O module for low-cost media on-demand servers. IEEE Trans. Consumer Electron. 45 (4) (1999)
Michael Weeks, Hadj Batatia, Reza Sotudeh
Improved Multimedia Server I/O Subsystems. EUROMICRO (1998)