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ORCIDHadj Batatia
Person information
- affiliation: Heriot-Watt University - Dubai Campus, Dubai, United Arab Emirates
- affiliation (PhD 1992): University of Toulouse, INPT, Toulouse, France
- affiliation: Teesside University, School of Science and Engineering, Middlesbrough, UK
- affiliation: University of Malaysia Sarawak, Kota Samarahan, Malaysia
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2020 – today
- 2020
[j13]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): 85 (2020)- [j12]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): 4248-4257 (2020) - [c38]Sana Zorgui, Siwar Chaabene, Bassem Bouaziz, Hadj Batatia, Lotfi Chaâri:
A Convolutional Neural Network for Lentigo Diagnosis. ICOST 2020: 89-99 - [c37]Antonio Quintero-Rincón, Carlos D'Giano, Hadj Batatia:
Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution. IJCNN 2020: 1-5
2010 – 2019
- 2019
- [i1]Antonio Quintero-Rincón, Valeria Muro, Carlos D'Giano, Jorge Prendes, Hadj Batatia:
A novel spike-and-wave automatic detection in EEG signals. CoRR abs/1912.07123 (2019) - 2018
- [c36]Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia:
A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems. EUSIPCO 2018: 737-741 - 2017
- [j11]Facundo Costa, Hadj Batatia, Thomas Oberlin, Carlos D'Giano, Jean-Yves Tourneret:
Bayesian EEG source localization using a structured sparsity prior. NeuroImage 144: 142-152 (2017) - [c35]Abdelghafour Halimi, Hadj Batatia, Jimmy le Digabel, Gwendal Josse, Jean-Yves Tourneret:
Statistical modeling and classification of reflectance confocal microscopy images. CAMSAP 2017: 1-5 - [c34]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: 241-245 - [c33]Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia:
A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation. EUSIPCO 2017: 1220-1224 - [c32]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: 3116-3120 - 2016
- [j10]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): 5585-5594 (2016) - [c31]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: 952-955 - [c30]Antonio Quintero-Rincón, Jorge Prendes, Marcelo Pereyra, Hadj Batatia, Marcelo R. Risk:
Multivariate Bayesian classification of epilepsy EEG signals. IVMSP 2016: 1-5 - [c29]Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret:
A partially collapsed Gibbs sampler with accelerated convergence for EEG source localization. SSP 2016: 1-5 - 2015
- [j9]Facundo Costa, Hadj Batatia, Lotfi Chaâri, Jean-Yves Tourneret:
Sparse EEG Source Localization Using Bernoulli Laplacian Priors. IEEE Trans. Biomed. Eng. 62(12): 2888-2898 (2015) - [j8]Marcelo Pereyra, Hadj Batatia, Steve McLaughlin:
Exploiting Information Geometry to Improve the Convergence of Nonparametric Active Contours. IEEE Trans. Image Process. 24(3): 836-845 (2015) - [c28]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: 261-264 - 2014
- [j7]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): 47-50 (2014) - [c27]Zacharie Irace, Hadj Batatia:
Bayesian spatiotemporal segmentation of combined PET-CT data using a bivariate poisson mixture model. EUSIPCO 2014: 2095-2099 - [c26]Lotfi Chaâri, Hadj Batatia, Nicolas Dobigeon, Jean-Yves Tourneret:
A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization. ICASSP 2014: 1901-1905 - 2013
- [j6]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): 700-707 (2013) - [j5]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): 2385-2397 (2013) - [c25]Marcelo Pereyra, Hadj Batatia, Steve McLaughlin:
Exploiting information geometry to improve the convergence of nonparametric active contours. CAMSAP 2013: 165-168 - [c24]Andrea Laruelo, Lotfi Chaâri, Hadj Batatia, Soléakhéna Ken, Benjamin Rowland, Anne Laprie, Jean-Yves Tourneret:
Hybrid sparse regularization for magnetic resonance spectroscopy. EMBC 2013: 6768-6771 - [c23]Lotfi Chaâri, Jean-Yves Tourneret, Hadj Batatia:
Sparse Bayesian regularization using Bernoulli-Laplacian priors. EUSIPCO 2013: 1-5 - [c22]Zacharie Irace, Hadj Batatia:
Motion-based interpolation to estimate spatially variant PSF in Positron Emission Tomography. EUSIPCO 2013: 1-5 - 2012
- [j4]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): 1509-1520 (2012) - [c21]Meriem Djeddi, Zehor Ouksili, Hadj Batatia:
A lognormal multiplicative cascade model for multifractal characterization of skin ultrasound images. ISBI 2012: 1583-1586 - 2011
- [c20]Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret:
Segmentation of ultrasound images using a spatially coherent generalized Rayleigh mixture model. EUSIPCO 2011: 664-668 - [c19]Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret:
Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model. ICASSP 2011: 729-732 - 2010
- [j3]Clovis Tauber, Hadj Batatia, Alain Ayache:
Quasi-automatic initialization for parametric active contours. Pattern Recognit. Lett. 31(1): 83-90 (2010) - [c18]Ali Mcheik, Hadj Batatia:
Segmentation of oct skin images by classification of speckle statistical parameters. ICIP 2010: 613-616 - [c17]Zehor Ouksili, Hadj Batatia:
4D CT image reconstruction based on interpolated optical flow fields. ICIP 2010: 633-636 - [c16]Meriem Djeddi, Abdeldjalil Ouahabi, Hadj Batatia, Adrian Basarab, Denis Kouame:
Discrete wavelet for multifractal texture classification: application to medical ultrasound imaging. ICIP 2010: 637-640
2000 – 2009
- 2009
- [j2]Clovis Tauber, Hadj Batatia, Alain Ayache:
Robust B-spline Snakes For Ultrasound Image Segmentation. J. Signal Process. Syst. 54(1-3): 159-169 (2009) - 2008
- [c15]Ali Mcheik, Clovis Tauber, Hadj Batatia, Jérôme George, Jean-Michel Lagarde:
Speckle Modelization in OCT Images for Skin Layers Segmentation. VISAPP (1) 2008: 347-350 - 2007
- [c14]Christophe Piombo, Hadj Batatia, Pascal Dayre, Alain Ayache:
An Ontology based Web Annotation System to Create New Learning Practices. EC-TEL (Posters) 2007 - [c13]Zehor Ouksili, Clovis Tauber, Julia Nalis, Hadj Batatia, Olivier Caselles, Frederic Courbon:
Accurate Pet-Pet Registration to Assess Lung Tumor Evolution. ISBI 2007: 732-735 - [c12]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: 65120E - 2005
- [c11]Pascal Dayre, Hadj Batatia:
An original adaptive hypermedia aircraft handbook. IADIS AC 2005: 40-44 - [c10]Clovis Tauber, Hadj Batatia, Alain Ayache:
A general quasi-automatic initialization for snakes: application to ultrasound images. ICIP (2) 2005: 806-809 - [c9]Clovis Tauber, Hadj Batatia, Alain Ayache:
A robust active contour initialization and gradient vector flow for ultrasound image segmentation. MVA 2005: 164-167 - 2004
- [c8]Clovis Tauber, Hadj Batatia, Alain Ayache:
A robust speckle reducing anisotropic diffusion. ICIP 2004: 247-250 - 2003
- [c7]Christophe Piombo, Hadj Batatia, Alain Ayache:
A Framework for Adapting Instruction to Cognitive Learning Styles. ICALT 2003: 434- - [c6]Donglai Xu, Rui Gao, Hadj Batatia:
An improved parallel architecture for MPEG-4 motion estimation in 3G mobile applications. ICASSP (2) 2003: 689-692 - [c5]Donglai Xu, Rui Gao, Hadj Batatia:
An improved parallel architecture fro MPEG-4 motion estimation in 3G mobile applications. ICME 2003: 441-444 - 2002
- [c4]Hadj Batatia, Alain Ayache, Hannu Markkanen:
Netpro: An Innovative Approach to Network Project Based Learning. ICCE 2002: 382-386
1990 – 1999
- 1999
- [j1]Hadj Batatia, Donglai Xu:
An autonomous I/O module for low-cost media on-demand servers. IEEE Trans. Consumer Electron. 45(4): 1065-1073 (1999) - [c3]Donglai Xu, Hadj Batatia, Reza Sotudeh:
A VLSI-Based Parallel Architecture for Block-Matching Motion Estimation in Low Bit-Rate Video Coding. PDPTA 1999: 1270-1276 - [c2]Martin Maierhofer, Christopher Bailey, Hadj Batatia, Reza Sotudeh:
An Investigation of Arbitration in Servers for Distributed Multimedia Applications. PDPTA 1999: 1564-1570 - 1998
- [c1]Michael Weeks, Hadj Batatia, Reza Sotudeh:
Improved Multimedia Server I/O Subsystems. EUROMICRO 1998: 20514-
Coauthor Index
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