Hadj Batatia

Identifiants chercheurs

IdHAL :

hadj-batatia

ORCID :

0000-0003-0433-2152

IdRef :

079061265

Présentation

I received my MSc and PhD in computer science in 1987 and 1992 from the University of Toulouse. I worked as Lecturer at the University of Malaysia Sarawak 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 (UK) from 1997 to 1999. I am assistant professor in Computer Science at INPT , University of Toulouse since 1999. I conduct my research within TCI team at the IRIT Laboratory. I am heading the computer science department of CNAM Midi-Pyrenees.

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

Article dans une revue (20)

A quadratic linear-parabolic model-based EEG classification to detect epileptic seizures Antonio Quintero Rincón,Carlos d'Giano,Hadj Batatia The Journal of Biomedical Research, 2020, 34 (3), pp.203-210. ⟨10.7555/JBR.33.20190012⟩ Article dans une revue hal-02875045v1
Statistical model-based classification to detect patient-specific spike-and-wave in EEG signals Antonio Quintero Rincón,Valeria Muro,Carlos d'Giano,Jorge Prendes,Hadj Batatia Computers, 2020, 9(4) (85), pp.1-14. ⟨10.3390/computers9040085⟩ Article dans une revue hal-02990761v1
Effects of COVID-19 Home Confinement on Eating Behaviour and Physical Activity: Results of the ECLB-COVID19 International Online Survey Achraf Ammar,Michael Brach,Khaled Trabelsi,Hamdi Chtourou,Omar Boukhriset al. Nutrients, 2020, 12 (6), pp.1583. ⟨10.3390/nu12061583⟩ Article dans une revue hal-02913539v1
Optimization of Passenger Screening Operations in Air Terminals Carl Rizk,Felix Mora-Camino,Hadj Batatia Transportation Research Procedia, 2018, 35, pp.23-34. ⟨10.1016/j.trpro.2018.12.004⟩ Article dans une revue hal-02089983v1
Fast statistical model-based classification of epileptic EEG signals Antonio Quintero Rincon,Marcelo Alejandro Pereyra,Carlos d'Giano,Marcelo Risk,Hadj Batatia Biocybernetics and Biomedical Engineering, 2018, 38 (4), pp.877-889 Article dans une revue hal-01942293v1
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
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
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
A new algorithm for epilepsy seizure onset detection and spread estimation from EEG signals Antonio Quintero Rincon,Marcelo Alejandro Pereyra,Carlos d'Giano,Hadj Batatia,Marcelo Risk Journal of Physics: Conference Series, 2016, 20th Argentinean Bioengineering Society Congress (SABI 2015), 705 (1), pp.12--32. ⟨10.1088/1742-6596/705/1/012032⟩ Article dans une revue hal-03172254v1
Spatio-spectral regularization to improve magnetic resonance spectroscopic imaging quantification Andrea Laruelo,Lotfi Chaari,Jean-Yves Tourneret,Hadj Batatia,Soleakhena Kenet al. NMR in Biomedicine, 2016, 129 (7), pp.918-931. ⟨10.1002/nbm.3532⟩ Article dans une revue hal-01381730v1
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
Exploiting information geometry to improve the convergence of nonparametric active contours Marcelo Alejandro Pereyra,Hadj Batatia,Stephen Mc Laughlin IEEE Transactions on Image Processing, 2015, 24 (3), pp.1--10. ⟨10.1109/TIP.2014.2383318⟩ Article dans une revue hal-03190208v1
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
High frequency ultrasonography but not 930nm-optical coherence tomography reliably evaluates melanoma thickness in vivo: a prospective validation study. Nicolas Meyer,Valérie Lauwers-Cances,Siham Lourari,Julie Laurent,‪maria Polina Konstantinouet al. British Journal of Dermatology, 2014, ⟨10.1111/bjd.13129⟩ Article dans une revue istex hal-03252260v1
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
Comparison of an alternative and existing binning methods to reduce the acquisition duration of 4D PET/CT David Didierlaurent,Cyril Jaudet,Sophie Ribes,Hadj Batatia,Lawrence O. Dierickxet al. Medical Physics : The international journal of medical physics research and practice, 2014, 41 (11), pp.112503-1--112503-10. ⟨10.1118/1.4897612⟩ Article dans une revue hal-03256421v1
Towards Accurate and Robust MRSI Quantification to Improve the Radiation Therapy Treatment of GBM Andrea Laruelo,T. Fecher,Lotfi Chaari,Soleakhena Ken,Ben Rowlandet al. 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
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
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
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

Communication dans un congrès (31)

Robust analysis and spectral-based deep learning to detect driving fatigue from EEG signals Antonio Quintero-Rincón,Lotfi Chaâri,Hadj Batatia International Conference on Technology Innovations for Healthcare (ICTIH 2022), Sep 2022, Magdeburg, Germany. pp.1-6, ⟨10.1109/ICTIH57289.2022.10111943⟩ Communication dans un congrès hal-04209476v1
Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution Antonio Quintero Rincón,Carlos D’giano,Hadj Batatia International Joint Conference on Neural Networks (IJCNN 2020), Jul 2020, Glasgow, United Kingdom. pp.1-5, ⟨10.1109/IJCNN48605.2020.9206862⟩ Communication dans un congrès hal-03159930v1
Lentigo detection using a deep learning approach Sana Zorgui,Siwar Chaabene,Hadj Batatia,Lotfi Chaari International Conference On Smart Living and Public Health (ICOST 2020), Jun 2020, Hammamet, Tunisia. pp.1-5, ⟨10.1007/978-3-030-51517-1_8⟩ Communication dans un congrès hal-02968415v1
Seizure Onset Detection in EEG Signals Based on Entropy from Generalized Gaussian PDF Modeling and Ensemble Bagging Classifier Antonio Quintero Rincon,Carlos d'Giano,Hadj Batatia International Conference on Digital Health Technologies (ICDHT 2018), Oct 2018, Sfax, Tunisia. pp.1-8 Communication dans un congrès hal-03621636v1
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
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 visual EEG epilepsy detection method based on a wavelet statistical representation and the kullback-leibler divergence Antonio Quintero,Marcelo Alejandro Pereyra,Carlos d'Giano,Hadj Batatia,Marcelo Risk Latin American Congress on Biomedical Engineering, Oct 2016, Santander, Colombia. pp.13--16, ⟨10.1007/978-981-10-4086-3_4⟩ Communication dans un congrès hal-03116277v1
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
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
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
MRSI data unmixing using spatial and spectral priors in transformed domains Andrea Laruelo,Lotfi Chaari,Soleakhena Ken,Jean-Yves Tourneret,Hadj Batatiaet al. 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
PCA-based approach for inhomogeneous PSF estimation and partial volume correction in PET Zacharie Irace,Anthonin Reilhac,Bruno Mendes de Vigo,Hadj Batatia,Nicolas Costes IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD 2016), Oct 2016, Strasbourg, France. pp.1-3 Communication dans un congrès hal-02319738v1
Multivariate Bayesian classification of epilepsy EEG signals Antonio Quintero Rincon,Jorge Prendes,Marcelo Alejandro Pereyra,Hadj Batatia,Marcelo Risk 12th IEEE Workshop on Image, Video, and Multidimensional Signal Processing (IVMSP 2016), Jul 2016, Bordeaux, France. pp. 1-5 Communication dans un congrès hal-01782569v1
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
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
Detection of onset in epilepsy signals using generalized Gaussian distribution Antonio Quintero Rincon,Hadj Batatia,Marcelo Pereyra,Marcelo Risk 5th International Conference on Advances in New Technologies, Interactive Interfaces and Communicability (ADNTIIC 2014), Nov 2014, Córdoba, Argentina. pp.1-8 Communication dans un congrès hal-03663931v1
Bayesian Spatiotemporal Segmentation of Combined PET-CT Data Using a Bivariate Poisson Mixture Model Zacharie Irace,Hadj Batatia 22rd European Signal and Image Processing Conference (EUSIPCO 2014), European Association for Signal Processing (EURASIP), Sep 2014, Lisbonne, Portugal. pp.1--6 Communication dans un congrès hal-03256422v1
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
Altitude control of a satellite using a feedback linearization M Benenia,Hadj Batatia,Felix Mora-Camino,Malek Benslama Control and Automation Conference 2013: Uniting Problems and Solutions, Jun 2013, Glasgow, United Kingdom. pp.ISBN: 978-1-84919-710-6, ⟨10.1049/cp.2013.0018⟩ Communication dans un congrès hal-01422733v1
TestDose : a SPECT image generator for clinical dosimetry studies Marie-Paule Garcia,Henri Der Sarkissian,Erin Mckay,Ludovic Ferrer,Manuel Bardièset al. 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
Hybrid Sparse Regularization for Magnetic Resonance Spectroscopy Andrea Laruelo,Lotfi Chaari,Hadj Batatia,Soleakhena Ken,Ben Rowlandet al. IEEE Engineering in Medicine and Biology Society Conference - EMBC 2013, Jul 2013, Osaka, Japan. pp. 6768-6771 Communication dans un congrès hal-01148277v1
TestDose: a SPECT image generator for clinical dosimetry studies Marie-Paule Garcia,Henri Der Sarkissian,Erin Mckay,Ludovic Ferrer,Manuel Bardièset al. SPIE Medical Imaging 2013, SPIE, Feb 2013, Orlando, United States. pp.86684V, ⟨10.1117/12.2007840⟩ Communication dans un congrès hal-01133292v1
Correction de mouvement respiratoire en TDM-4D par interpolation bidirectionnelle pondérée Zehor Ouksili,Hadj Batatia RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 Communication dans un congrès hal-00656497v1
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
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
Bayesian segmentation of chest tumors in PET Scans using a Poisson-Gamma mixture model Zacharie Irace,Marcelo Pereyra,Nicolas Dobigeon,Hadj Batatia IEEE Workshop on Statistical Signal Processing (2011), IEEE, Jun 2011, Nice, France. pp.809--812, ⟨10.1109/SSP.2011.5967828⟩ Communication dans un congrès hal-04241318v1
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
Optimisation des opérations de contrôle des passagers dans une aérogare Rakiatou Christelle Kaffa-Jackou,Hadj Batatia,Felix Mora-Camino ROADEF 2011, 12ème congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision, Mar 2011, St-Etienne, France Communication dans un congrès hal-01021492v1
Discrete wavelet for multifractal texture classification: application to medical ultrasound imaging Meriem Djeddi,Abdeldjalil Ouahabi,Hadj Batatia,Adrian Basarab,Denis Kouamé IEEE International Conference on Image Processing (ICIP 2010), IEEE Signal Processing Society, Sep 2010, Hong Kong, China. pp.637--640, ⟨10.1109/ICIP.2010.5650017⟩ Communication dans un congrès hal-03149774v1
Compensation du mouvement respiratoire dans les images TEP Zehor Ouksili,Hadj Batatia ORASIS'09 - Congrès des jeunes chercheurs en vision par ordinateur, 2009, Trégastel, France, France Communication dans un congrès inria-00404639v1
A Tool Set Combining Learning Styles Prediction, a Blended Learning Methodology and Facilitator Guidebooks – Towards a Best Mix in Blended Learning Sabine Moebs,Christophe Piombo,Hadj Batatia,Stephan Weibelzahl Conference ICL2007, September 26 -28, 2007, 2007, Villach, Austria. 8 p Communication dans un congrès hal-00197294v1

Poster de conférence (1)

Un modèle Bayésien de mélange de lois Poisson-Gamma pour segmenter des images TEP Zacharie Irace,Marcelo Alejandro Pereyra,Nicolas Dobigeon,Hadj Batatia Reconnaissance des Formes et Intelligence Artificielle (RFIA 2012), Jan 2012, Lyon, France. Actes de la conférence RFIA 2012, 2012 Poster de conférence hal-00656545v1

Chapitre d'ouvrage (2)

Exploiting MRSI data properties to improve quantication Andrea Laruelo,Lotfi Chaari,Hadj Batatia,Ben Rowland,Soleakhena Kenet al. Massoptier, Laurent; Song, Yu. Multimodal imaging towards individualized radiotherapy treatments, 9, AQUILAB Lille, pp.63--68, 2014 Chapitre d'ouvrage hal-03266932v1
Magnetic resonance spectroscopic data processing Andrea Laruelo,Lotfi Chaari,Hadj Batatia,Ben Rawland,Soleakhena Kenet al. 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

Autre publication scientifique (5)

KP-LAB Knowledge Practices Laboratory -- Release of end-user tools Ahti Ahde,Toni Ahola,Olli Alm,Maryna Astrouskaja,Patrick Ausderauet al. 2010 Autre publication scientifique hal-00593166v2
KP-LAB Knowledge Practices Laboratory -- External release of end-user applications Harri Airaksinen,Maryna Astrouskaja,Lili Aunimo,Patrick Ausderau,Liisa Benmerguiet al. 2008 Autre publication scientifique hal-00593164v1
KP-LAB Knowledge Practices Laboratory -- Cooperative Real-Time Communication and Multimedia Management Release 1 Hadj Batatia,Benoit Baurens,Avi Peled 2007 Autre publication scientifique hal-00593112v1
KP-LAB Knowledge Practices Laboratory -- Guidelines and models on implementing design principles of KP-Lab, application scenarios and best practices v2 Heidrun Allert,Hadj Batatia,Benoit Baurens,Merja Bauters,Zvi Ben Amiet al. 2007 Autre publication scientifique hal-00593146v1
KP-LAB Knowledge Practices Laboratory -- Specification of the shared space for knowledge practices software -release 1 Hannu Markkanen,Lili Aunimo,Merja Bauters,Vassiliy Tchoumatchenko,Ivan Furnadjievet al. 2006 Autre publication scientifique hal-00593210v1

Pré-publication, Document de travail (1)

A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling Lotfi Chaari,Jean-Yves Tourneret,Caroline Chaux,Hadj Batatia 2016 Pré-publication, Document de travail hal-01291840v1

Rapport (1)

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 IRIT--2011, IRIT : Institut en Recherche Informatique de Toulouse, France. 2011 Rapport hal-04458446v1