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Hadj Batatia
53
Documents
Researcher identifiers
hadj-batatia
-
0000-0003-0433-2152
- Google Scholar : https://scholar.google.com/citations?user=rsGFcxwAAAAJ&hl=en
- IdRef : 079061265
Presentation
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
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Robust analysis and spectral-based deep learning to detect driving fatigue from EEG signalsInternational Conference on Technology Innovations for Healthcare (ICTIH 2022), Sep 2022, Magdeburg, Germany. pp.1-6, ⟨10.1109/ICTIH57289.2022.10111943⟩
Conference papers
hal-04209476v1
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Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distributionInternational Joint Conference on Neural Networks (IJCNN 2020), Jul 2020, Glasgow, United Kingdom. pp.1-5, ⟨10.1109/IJCNN48605.2020.9206862⟩
Conference papers
hal-03159930v1
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Lentigo detection using a deep learning approachInternational Conference On Smart Living and Public Health (ICOST 2020), Jun 2020, Hammamet, Tunisia. pp.1-5, ⟨10.1007/978-3-030-51517-1_8⟩
Conference papers
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Statistical modeling and classification of reflectance confocal microscopy imagesIEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), Dec 2017, Curaçao, Netherlands Antilles. pp.1-5
Conference papers
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An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images25th European Signal and Image Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. pp.241--245, ⟨10.23919/EUSIPCO.2017.8081205⟩
Conference papers
hal-03131885v1
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A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation25th 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⟩
Conference papers
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A Partially Collapsed Gibbs Sampler with Accelerated Convergence for EEG Source LocalizationIEEE Workshop on statistical signal processing (SSP 2016), Jun 2016, Palma de Mallorca, Spain. pp. 1-5
Conference papers
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MRSI data unmixing using spatial and spectral priors in transformed domains13th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2016), Apr 2016, Prague, Czech Republic. pp. 952-955
Conference papers
hal-01491210v1
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A visual EEG epilepsy detection method based on a wavelet statistical representation and the kullback-leibler divergenceLatin American Congress on Biomedical Engineering, Oct 2016, Santander, Colombia. pp.13--16, ⟨10.1007/978-981-10-4086-3_4⟩
Conference papers
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Multivariate Bayesian classification of epilepsy EEG signals12th IEEE Workshop on Image, Video, and Multidimensional Signal Processing (IVMSP 2016), Jul 2016, Bordeaux, France. pp. 1-5
Conference papers
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PCA-based approach for inhomogeneous PSF estimation and partial volume correction in PETIEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD 2016), Oct 2016, Strasbourg, France. pp.1-3
Conference papers
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EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. pp. 261-264
Conference papers
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Bayesian Spatiotemporal Segmentation of Combined PET-CT Data Using a Bivariate Poisson Mixture Model22rd European Signal and Image Processing Conference (EUSIPCO 2014), European Association for Signal Processing (EURASIP), Sep 2014, Lisbonne, Portugal. pp.1--6
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Sparse Bayesian Image Restoration with Linear Operator Uncertainties with Application to EEG Signal Recovery2nd IEEE Middle East Conference on Biomedical Engineering (MECBME 2014), Feb 2014, Doha, Qatar. pp.139--142, ⟨10.1109/MECBME.2014.6783225⟩
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Detection of onset in epilepsy signals using generalized Gaussian distribution5th International Conference on Advances in New Technologies, Interactive Interfaces and Communicability (ADNTIIC 2014), Nov 2014, Córdoba, Argentina. pp.1-8, ⟨10.978.8896471/371⟩
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A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularizationIEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, May 2014, Florence, Italy. pp. 1901-1905
Conference papers
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TestDose : a SPECT image generator for clinical dosimetry studiesSPIE Medical Imaging 2013, SPIE : International Society for Optics and Photonics, Feb 2013, Orlando, United States. pp.1-7, ⟨10.1117/12.2007840⟩
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Hybrid Sparse Regularization for Magnetic Resonance SpectroscopyIEEE Engineering in Medicine and Biology Society Conference - EMBC 2013, Jul 2013, Osaka, Japan. pp. 6768-6771
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Altitude control of a satellite using a feedback linearizationControl 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⟩
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TestDose: a SPECT image generator for clinical dosimetry studiesSPIE Medical Imaging 2013, SPIE, Feb 2013, Orlando, United States. pp.86684V, ⟨10.1117/12.2007840⟩
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Un modèle Bayésien de mélange de lois Poisson-Gamma pour segmenter des images TEPRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
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Correction de mouvement respiratoire en TDM-4D par interpolation bidirectionnelle pondéréeRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
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Optimisation des opérations de contrôle des passagers dans une aérogareROADEF 2011, 12ème congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision, Mar 2011, St-Etienne, France
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Discrete wavelet for multifractal texture classification: application to medical ultrasound imagingIEEE International Conference on Image Processing (ICIP 2010), IEEE Signal Processing Society, Sep 2010, Hong Kong, China. pp.637--640, ⟨10.1109/ICIP.2010.5650017⟩
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Compensation du mouvement respiratoire dans les images TEPORASIS'09 - Congrès des jeunes chercheurs en vision par ordinateur, 2009, Trégastel, France, France
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A Tool Set Combining Learning Styles Prediction, a Blended Learning Methodology and Facilitator Guidebooks – Towards a Best Mix in Blended LearningConference ICL2007, September 26 -28, 2007, 2007, Villach, Austria. 8 p
Conference papers
hal-00197294v1
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Magnetic resonance spectroscopic data processingMassoptier, Laurent; Viard, Romain. Innovative imaging to improve radiotherapy treatments, 15, Lulu Enterprises Inc, pp.91--96, 2014, 978-1291604177
Book sections
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Exploiting MRSI data properties to improve quanticationMassoptier, Laurent; Song, Yu. Multimodal imaging towards individualized radiotherapy treatments, 9, AQUILAB Lille, pp.63--68, 2014
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hal-03266932v1
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Effects of COVID-19 home confinement on physical activity and eating behaviour Preliminary results of the ECLB-COVID19 international online-survey2020
Preprints, Working Papers, ...
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A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling2016
Preprints, Working Papers, ...
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