Hadj Batatia

Orcid: 0000-0003-0433-2152

Affiliations:
  • Heriot-Watt University - Dubai Campus, Dubai, United Arab Emirates
  • University of Toulouse, INPT, Toulouse, France (PhD 1992)
  • Teesside University, School of Science and Engineering, Middlesbrough, UK
  • University of Malaysia Sarawak, Kota Samarahan, Malaysia


According to our database1, Hadj Batatia authored at least 51 papers between 1998 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2020
Synthetic medical image generator for data augmentation and anonymisation based on generative adversarial network for glioblastoma tumors growth prediction.
IET Image Process., 2020

Statistical Model-Based Classification to Detect Patient-Specific Spike-and-Wave in EEG Signals.
Comput., 2020

Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Convolutional Neural Network for Lentigo Diagnosis.
Proceedings of the Impact of Digital Technologies on Public Health in Developed and Developing Countries, 2020

2019
A novel spike-and-wave automatic detection in EEG signals.
CoRR, 2019

2018
A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Bayesian EEG source localization using a structured sparsity prior.
NeuroImage, 2017

Bayesian reconstruction of hyperspectral images by using compressed sensing measurements and a local structured prior.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images.
Proceedings of the 25th European Signal Processing Conference, 2017

A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation.
Proceedings of the 25th European Signal Processing Conference, 2017

Statistical modeling and classification of reflectance confocal microscopy images.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling.
IEEE Trans. Signal Process., 2016

A partially collapsed Gibbs sampler with accelerated convergence for EEG source localization.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Multivariate Bayesian classification of epilepsy EEG signals.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

MRSI data unmixing using spatial and spectral priors in transformed domains.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Exploiting Information Geometry to Improve the Convergence of Nonparametric Active Contours.
IEEE Trans. Image Process., 2015

Sparse EEG Source Localization Using Bernoulli Laplacian Priors.
IEEE Trans. Biomed. Eng., 2015

EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014
Computing the Cramer-Rao Bound of Markov Random Field Parameters: Application to the Ising and the Potts Models.
IEEE Signal Process. Lett., 2014

A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization.
Proceedings of the IEEE International Conference on Acoustics, 2014

Bayesian spatiotemporal segmentation of combined PET-CT data using a bivariate poisson mixture model.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Estimating the Granularity Coefficient of a Potts-Markov Random Field Within a Markov Chain Monte Carlo Algorithm.
IEEE Trans. Image Process., 2013

Exploiting Information Geometry to Improve the Convergence Properties of Variational Active Contours.
IEEE J. Sel. Top. Signal Process., 2013

Motion-based interpolation to estimate spatially variant PSF in Positron Emission Tomography.
Proceedings of the 21st European Signal Processing Conference, 2013

Sparse Bayesian regularization using Bernoulli-Laplacian priors.
Proceedings of the 21st European Signal Processing Conference, 2013

Hybrid sparse regularization for magnetic resonance spectroscopy.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Segmentation of Skin Lesions in 2-D and 3-D Ultrasound Images Using a Spatially Coherent Generalized Rayleigh Mixture Model.
IEEE Trans. Medical Imaging, 2012

A lognormal multiplicative cascade model for multifractal characterization of skin ultrasound images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model.
Proceedings of the IEEE International Conference on Acoustics, 2011

Segmentation of ultrasound images using a spatially coherent generalized Rayleigh mixture model.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Quasi-automatic initialization for parametric active contours.
Pattern Recognit. Lett., 2010

4D CT image reconstruction based on interpolated optical flow fields.
Proceedings of the International Conference on Image Processing, 2010

Discrete wavelet for multifractal texture classification: application to medical ultrasound imaging.
Proceedings of the International Conference on Image Processing, 2010

Segmentation of oct skin images by classification of speckle statistical parameters.
Proceedings of the International Conference on Image Processing, 2010

2009
Robust B-spline Snakes For Ultrasound Image Segmentation.
J. Signal Process. Syst., 2009

2008
Speckle Modelization in OCT Images for Skin Layers Segmentation.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

2007
Indirect PET-PET image registration to monitor lung cancer tumor.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Accurate Pet-Pet Registration to Assess Lung Tumor Evolution.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

An Ontology based Web Annotation System to Create New Learning Practices.
Proceedings of the EC-TEL 2007 Poster Session, Crete, Greece, September 17-20, 2007, 2007

2005
A robust active contour initialization and gradient vector flow for ultrasound image segmentation.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

A general quasi-automatic initialization for snakes: application to ultrasound images.
Proceedings of the 2005 International Conference on Image Processing, 2005

An original adaptive hypermedia aircraft handbook.
Proceedings of the AC 2005, 2005

2004
A robust speckle reducing anisotropic diffusion.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
An improved parallel architecture fro MPEG-4 motion estimation in 3G mobile applications.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

An improved parallel architecture for MPEG-4 motion estimation in 3G mobile applications.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A Framework for Adapting Instruction to Cognitive Learning Styles.
Proceedings of the 2003 IEEE International Conference on Advanced Learning Technologies, 2003

2002
Netpro: An Innovative Approach to Network Project Based Learning.
Proceedings of the International Conference on Computers in Education, 2002

1999
An autonomous I/O module for low-cost media on-demand servers.
IEEE Trans. Consumer Electron., 1999

A VLSI-Based Parallel Architecture for Block-Matching Motion Estimation in Low Bit-Rate Video Coding.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999

An Investigation of Arbitration in Servers for Distributed Multimedia Applications.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999

1998
Improved Multimedia Server I/O Subsystems.
Proceedings of the 24th EUROMICRO '98 Conference, 1998


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