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Hadj Batatia

30
Documents
Identifiants chercheurs

Présentation

I received my MSc and PhD in computer science in 1987 and 1992 from the [University of Toulouse](http://en.univ-toulouse.fr/). I worked as Lecturer at the [University of Malaysia Sarawak](http://www.unimas.my) from 1995 to 1997. I also worked as Senior Lecturer in Media Technology at the school of science and technology in the [University of Teesside](http://www.tees.ac.uk) (UK) from 1997 to 1999. I am assistant professor in Computer Science at [INPT](http://www.inp-toulouse.fr) , [University of Toulouse](http://www.univ-toulouse.fr/) since 1999. I conduct my research within TCI team at the [IRIT Laboratory](http://www.irit.fr). I am heading the computer science department of [CNAM Midi-Pyrenees](http://www.ipst-cnam.fr). Contact ------- INP - ENSEEIHT Toulouse 2, rue Charles Camichel B.P. 7122 31071 Toulouse Cedex 7 FRANCE Office: E130 Tel. +33534322168 email. hadj \[dot\] batatia \[at\] inp-toulouse \[dot\] fr

Publications

jean-yves-tourneret
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Wavelet-based statistical classification of skin images acquired with reflectance confocal microscopy

Abdelghafour Halimi , Hadj Batatia , Jimmy Le Digabel , Gwendal Josse , Jean-Yves Tourneret
Biomedical optics express, 2017, vol. 8 (n° 12), pp. 5450-5467. ⟨10.1364/BOE.8.005450⟩
Article dans une revue hal-01677588v1
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Skull conductivity estimation for EEG source localization

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Jean-Yves Tourneret
IEEE Signal Processing Letters, 2017, 24 (4), pp.422-426. ⟨10.1109/LSP.2017.2669101⟩
Article dans une revue hal-01681070v1
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Bayesian EEG source localization using a structured sparsity prior

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Carlos d'Giano , Jean-Yves Tourneret
NeuroImage, 2017, Vol. 144 (Part. A), pp. 142-152. ⟨10.1016/j.neuroimage.2016.08.064⟩
Article dans une revue hal-01502837v1
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Spatio-spectral regularization to improve magnetic resonance spectroscopic imaging quantification

Andrea Laruelo , Lotfi Chaari , Jean-Yves Tourneret , Hadj Batatia , Soleakhena Ken
NMR in Biomedicine, 2016, 129 (7), pp.918-931. ⟨10.1002/nbm.3532⟩
Article dans une revue hal-01381730v1
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A hamiltonian Monte Carlo method for non-smooth energy sampling

Lotfi Chaari , Jean-Yves Tourneret , Caroline Chaux , Hadj Batatia
IEEE Transactions on Signal Processing, 2016, vol. 64 (n° 21), pp. 5585-5594. ⟨10.1109/TSP.2016.2585120⟩
Article dans une revue hal-01376544v1
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Sparse EEG Source Localization Using Bernoulli Laplacian Priors

Facundo Hernan Costa , Hadj Batatia , Lotfi Chaari , Jean-Yves Tourneret
IEEE Transactions on Biomedical Engineering, 2015, 62 (12), pp.2888-2898. ⟨10.1109/TBME.2015.2450015⟩
Article dans une revue hal-01261357v1
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Computing the Cramer-Rao bound of Markov random field parameters: Application to the Ising and the Potts models

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret
IEEE Signal Processing Letters, 2014, vol. 21, pp. 47-50. ⟨10.1109/LSP.2013.2290329⟩
Article dans une revue hal-00915825v1

Towards Accurate and Robust MRSI Quantification to Improve the Radiation Therapy Treatment of GBM

Andrea Laruelo , T. Fecher , Lotfi Chaari , Soleakhena Ken , Ben Rowland
International Journal of Radiation Oncology, Biology, Physics, 2014, vol. 90 (n° 1 suppl), pp. S793. ⟨10.1016/j.ijrobp.2014.05.2292⟩
Article dans une revue hal-01485017v1
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Estimating the granularity coefficient of a Potts-Markov random field within an MCMC algorithm

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret
IEEE Transactions on Image Processing, 2013, 22 (6), pp.2385-2397. ⟨10.1109/TIP.2013.2249076⟩
Article dans une revue hal-01130731v1
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Segmentation of skin lesions in 2D and 3D ultrasound images using a spatially coherent generalized Rayleigh mixture model

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret
IEEE Transactions on Medical Imaging, 2012, 31 (8), pp.1509-1520. ⟨10.1109/TMI.2012.2190617⟩
Article dans une revue hal-03531032v1

Segmentation of skin lesions in 2D and 3D ultrasound images using a spatially coherent generalized Rayleigh mixture model

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret
IEEE Transactions on Medical Imaging, 2012, 31 (8), pp.1509--1520. ⟨10.1109/TMI.2012.2190617⟩
Article dans une revue hal-04240684v1
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A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems

Lotfi Chaari , Jean-Yves Tourneret , Hadj Batatia
26th European Signal and Image Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. pp.737-741
Communication dans un congrès hal-03634930v1
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Statistical modeling and classification of reflectance confocal microscopy images

Abdelghafour Halimi , Hadj Batatia , Jimmy Le Digabel , Gwendal Josse , Jean-Yves Tourneret
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), Dec 2017, Curaçao, Netherlands Antilles. pp.1-5
Communication dans un congrès hal-02617310v1

A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation

Lotfi Chaari , Jean-Yves Tourneret , Hadj Batatia
25th European Signal and Image Processing Conference (EUSIPCO 2017), European Association for Signal Processing (EURASIP), Aug 2017, Kos Island, Greece. pp.1220-1224, ⟨10.23919/EUSIPCO.2017.8081402⟩
Communication dans un congrès hal-03120308v1

An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images

Abdelghafour Halimi , Hadj Batatia , Jimmy Le Digabel , Gwendal Josse , Jean-Yves Tourneret
25th European Signal and Image Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. pp.241--245, ⟨10.23919/EUSIPCO.2017.8081205⟩
Communication dans un congrès hal-03131885v1
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MRSI data unmixing using spatial and spectral priors in transformed domains

Andrea Laruelo , Lotfi Chaari , Soleakhena Ken , Jean-Yves Tourneret , Hadj Batatia
13th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2016), Apr 2016, Prague, Czech Republic. pp. 952-955
Communication dans un congrès hal-01491210v1
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A Partially Collapsed Gibbs Sampler with Accelerated Convergence for EEG Source Localization

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Jean-Yves Tourneret
IEEE Workshop on statistical signal processing (SSP 2016), Jun 2016, Palma de Mallorca, Spain. pp.1-5
Communication dans un congrès hal-01466637v1
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EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Jean-Yves Tourneret
6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. pp.261-264
Communication dans un congrès hal-01491206v1
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Sparse Bayesian Image Restoration with Linear Operator Uncertainties with Application to EEG Signal Recovery

Lotfi Chaari , Hadj Batatia , Jean-Yves Tourneret
2nd IEEE Middle East Conference on Biomedical Engineering (MECBME 2014), Feb 2014, Doha, Qatar. pp.139--142, ⟨10.1109/MECBME.2014.6783225⟩
Communication dans un congrès hal-03224142v1
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A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization

Lotfi Chaari , Hadj Batatia , Nicolas Dobigeon , Jean-Yves Tourneret
IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, May 2014, Florence, Italy. pp. 1901-1905
Communication dans un congrès hal-01147247v1
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Hybrid Sparse Regularization for Magnetic Resonance Spectroscopy

Andrea Laruelo , Lotfi Chaari , Hadj Batatia , Soleakhena Ken , Ben Rowland
IEEE Engineering in Medicine and Biology Society Conference - EMBC 2013, Jul 2013, Osaka, Japan. pp. 6768-6771
Communication dans un congrès hal-01148277v1
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TestDose : a SPECT image generator for clinical dosimetry studies

Marie-Paule Garcia , Henri Der Sarkissian , Erin Mckay , Ludovic Ferrer , Manuel Bardiès
SPIE Medical Imaging 2013, SPIE : International Society for Optics and Photonics, Feb 2013, Orlando, United States. pp.1-7, ⟨10.1117/12.2007840⟩
Communication dans un congrès hal-04084596v1

TestDose: a SPECT image generator for clinical dosimetry studies

Marie-Paule Garcia , Henri Der Sarkissian , Erin Mckay , Ludovic Ferrer , Manuel Bardiès
SPIE Medical Imaging 2013, SPIE, Feb 2013, Orlando, United States. pp.86684V, ⟨10.1117/12.2007840⟩
Communication dans un congrès hal-01133292v1

Segmentation of high frequency ultrasound images using a spatially coherent generalized Rayleigh mixture model

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret
19th European Signal and Image Processing Conference (EUSIPCO 2011), European Association for Signal Processing (EURASIP); Centre Tecnològic de Telecomunicacions de Catalunya (CTTC); Universitat Politècnica de Catalunya (UPC), Aug 2011, Barcelona, Spain. pp.664--668
Communication dans un congrès hal-04246293v1

Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model

Marcelo Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret
International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), IEEE, May 2011, Prague, Czech Republic. pp.729--732, ⟨10.1109/ICASSP.2011.5946507⟩
Communication dans un congrès hal-04241311v1
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Un modèle de mélange de lois Rayleigh généralisées pour la classification des échographies cutanées

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret
23ème Colloque du Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2011), Sep 2011, Bordeaux, France. pp.837-840
Communication dans un congrès hal-04246297v1

Magnetic resonance spectroscopic data processing

Andrea Laruelo , Lotfi Chaari , Hadj Batatia , Ben Rawland , Soleakhena Ken
Massoptier, Laurent; Viard, Romain. Innovative imaging to improve radiotherapy treatments, 15, Lulu Enterprises Inc, pp.91--96, 2014, 978-1291604177
Chapitre d'ouvrage hal-03266931v1

Exploiting MRSI data properties to improve quantication

Andrea Laruelo , Lotfi Chaari , Hadj Batatia , Ben Rowland , Soleakhena Ken
Massoptier, Laurent; Song, Yu. Multimodal imaging towards individualized radiotherapy treatments, 9, AQUILAB Lille, pp.63--68, 2014
Chapitre d'ouvrage hal-03266932v1