Djemel Ziou

249 papers A* 9B 26C 6Misc 2Journal 110Unranked 93
YearRankTypeTitle / Venue / Authors
2026 J jnl
State-of-the-Art Review and Comparative Experimentation of Emergency Call Prediction Models.
ACM Comput. Surv.
Feriel Fass, Hadia Mecheri, Djemel Ziou, Jessica Levesque
2025 — conf
Detection of Thick Elliptical Structures in Complex Images: A Mixture Model-Based Approach using Ellipse-Anchored Gaussian Distribution.
FLLM
Nafaa Nacereddine, Aicha-Baya Goumeidane, Djemel Ziou
2025 J jnl
Improved image display by identifying the RGB family color space.
Displays
Elvis Togban, Djemel Ziou
2025 J jnl
Linear anchored Gaussian mixture model for location and width computations of objects in thick line shape.
Int. J. Comput. Math.
Nafaa Nacereddine, Aicha-Baya Goumeidane, Djemel Ziou
2025 C conf
Wide Line Segments Detection in Grey-Level Images via Guided Scale Space Radon Transform.
IPAS
Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine, Yala Nawal
2024 J jnl
Centrality Estimators for Probability Density Functions.
CoRR
Djemel Ziou
2024 J jnl
Deriving Lehmer and Hölder means as maximum weighted likelihood estimates for the multivariate exponential family.
CoRR
Djemel Ziou, Issam Fakir
2024 J jnl
Guided Scale Space Radon Transform for linear structures detection.
Signal Image Video Process.
Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine
2024 J jnl
Hierarchical mixture of discriminative Generalized Dirichlet classifiers.
CoRR
Elvis Togban, Djemel Ziou
2024 J jnl
Hierarchical mixture of discriminative Generalized Dirichlet classifiers.
Pattern Recognit.
Elvis Togban, Djemel Ziou
2024 J jnl
Improved image display by identifying the RGB family color space.
CoRR
Elvis Togban, Djemel Ziou
2024 J jnl
Linear Anchored Gaussian Mixture Model for Location and Width Computation of Objects in Thick Line Shape.
CoRR
Nafaa Nacereddine, Aicha-Baya Goumeidane, Djemel Ziou
2024 J jnl
Prediction of rare events in the operation of household equipment using co-evolving time series.
Pattern Anal. Appl.
Hadia Mecheri, Islam Benamirouche, Feriel Fass, Djemel Ziou, Nassima Kadri
2024 — conf
Road Lane Tracking Using Constrained Scale Space Radon Transform.
ISCMI
Djemel Ziou, Nafaa Nacereddine, Aicha-Baya Goumeidane
2024 J jnl
Using Maximum Weighted Likelihood to Derive Lehmer and Hölder Families of Means.
IEEE Signal Process. Lett.
Djemel Ziou
2023 J jnl
Calculus of functional centrality.
CoRR
Djemel Ziou
2023 J jnl
Guided Scale Space Radon Transform for linear structures detection.
CoRR
Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine
2023 — conf
Identifying color space for improved image display.
IPTA
Elvis Togban, Fatma Kerouh, Djemel Ziou
2023 J jnl
Prediction of rare events in the operation of household equipment using co-evolving time series.
CoRR
Hadia Mecheri, Islam Benamirouche, Feriel Fass, Djemel Ziou, Nassima Kadri
2023 J jnl
Scale space radon transform-based inertia axis and object central symmetry estimation.
CoRR
Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine
2022 J jnl
On Scale Space Radon Transform, Properties and Image Reconstruction.
CoRR
Nafaa Nacereddine, Djemel Ziou, Aicha-Baya Goumeidane
2022 — conf
Scale Space Radon Transform for Non Overlapping Thick Ellipses Detection.
IPTA
Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine
2021 J jnl
3D object recognition through a size function resulting from an invariant topological feature.
Pattern Recognit.
Mohammed Ayoub Alaoui Mhamdi, Djemel Ziou
2021 J jnl
Adaptive estimation of Hodge star operator on simplicial surfaces.
Vis. Comput.
Ahmed Fouad El Ouafdi, H. El Houari, Djemel Ziou
2021 J jnl
Learning-Based Satisfied User Ratio Prediction for Symmetrically and Asymmetrically Compressed Stereoscopic Images.
IEEE Multim.
Chunling Fan, Yun Zhang, Raouf Hamzaoui, Djemel Ziou, Qingshan Jiang
2021 — conf
Linear Structures Identification in Images Using Scale Space Radon Transform and Multiscale Image Hessian.
MICAI (1)
Aicha-Baya Goumeidane, Nafaa Nacereddine, Djemel Ziou
2021 J jnl
Radiometric model for plenoptic image formation.
Vis. Comput.
Julien Couillaud, Djemel Ziou
2021 J jnl
Scale space Radon transform.
IET Image Process.
Djemel Ziou, Nafaa Nacereddine, Aicha-Baya Goumeidane
2020 J jnl
Directional statistics-based quality measure for spotlight color images.
Signal Image Video Process.
Fatma Kerouh, Djemel Ziou, Qingshan Jiang
2020 J jnl
Light field variational estimation using a light field formation model.
Vis. Comput.
Julien Couillaud, Djemel Ziou
2020 — conf
Satisfied User Ratio Prediction with Support Vector Regression for Compressed Stereo Images.
ICME Workshops
Chunling Fan, Yun Zhang, Raouf Hamzaoui, Djemel Ziou, Qingshan Jiang
2019 J jnl
A novel correlation filter based on variational calculus.
Signal Process. Image Commun.
Djemel Ziou, Dayron Rizo-Rodriguez, Nafaa Nacereddine, Salvatore Tabbone
2019 J jnl
Corrigendum to: "A novel correlation filter based on variational calculus" [Signal Process.: Image Commun. 78 (2019) 77-85].
Signal Process. Image Commun.
Djemel Ziou, Dayron Rizo-Rodriguez, Nafaa Nacereddine, Salvatore Tabbone
2019 J jnl
Unsupervised weld defect classification in radiographic images using multivariate generalized Gaussian mixture model with exact computation of mean and shape parameters.
Comput. Ind.
Nafaa Nacereddine, Aicha-Baya Goumeidane, Djemel Ziou
2018 J jnl
Classification using hierarchical mixture of discriminative learners: How to achieve high scores with few resources?
Expert Syst. Appl.
Elvis Togban, Djemel Ziou
2018 J jnl
Computational color constancy from maximal projections mean assumption.
Multim. Tools Appl.
Elkhamssa Lakehal, Djemel Ziou
2018 J jnl
Content-based computational chromatic adaptation.
Pattern Anal. Appl.
Fatma Kerouh, Djemel Ziou, Nabil Lahmar
2018 J jnl
Histogram modelling-based no reference blur quality measure.
Signal Process. Image Commun.
Fatma Kerouh, Djemel Ziou, Amina Serir
2018 J jnl
ICT Usage and Attitudes Among EAC Undergraduate Students - A Case Study.
IEEE Access
Jean-Pierre Niyigena, Qingshan Jiang, A. S. M. Touhidul Hasan, Djemel Ziou, Hui Chen, Peiguang Wang
2018 J jnl
Mental model for handwritten keyword spotting.
J. Electronic Imaging
Youcef Brik, Djemel Ziou
2018 J jnl
Real-Time Android Application for Traffic Density Estimation.
IEEE Access
Fatma Kerouh, Djemel Ziou
2017 — conf
A multiresolution DCT-based blind blur quality measure.
IPTA
Fatma Kerouh, Djemel Ziou, Amina Serir
2017 — conf
Classification Using Mixture of Discriminative Learners: The Case of Compositional Data.
ICIAR
Elvis Togban, Djemel Ziou
2017 — conf
K-Autoregressive Clustering: Application on Terahertz Image Analysis.
ICIAR
Mohamed Walid Ayech, Djemel Ziou
2017 — conf
Light Field Estimation in the Ultraviolet Spectrum.
ICIAR
Julien Couillaud, Djemel Ziou, Wafa Benzaoui
2017 J jnl
Localisation of topological features using 3D object representations.
IET Image Process.
Salah Derdar, Djemel Ziou, Nadir Farah, Med Tarek Khadir
2017 J jnl
Multiple illuminant estimation from the covariance of colors.
J. Vis. Commun. Image Represent.
Elkhamssa Lakehal, Djemel Ziou, Mohamed Benmohammed
2016 J jnl
A statistical framework for online learning using adjustable model selection criteria.
Eng. Appl. Artif. Intell.
Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
2016 C conf
Computer Vision Color Constancy from Maximal Projections Mean Assumption.
ICISP
Elkhamssa Lakehal, Djemel Ziou
2016 — conf
Content based Computational Chromatic Adaptation.
VISIGRAPP (2: IVAPP)
Fatma Kerouh, Djemel Ziou, Nabil Lahmar
2016 J jnl
Rotation invariant HOG for object localization in web images.
Signal Process.
Ali Vashaee, Reza Jafari, Djemel Ziou, Mohammad Mehdi Rashidi
2016 J jnl
Terahertz image segmentation using k-means clustering based on weighted feature learning and random pixel sampling.
Neurocomputing
Mohamed Walid Ayech, Djemel Ziou
2016 J jnl
Variational Bayesian inference for infinite generalized inverted Dirichlet mixtures with feature selection and its application to clustering.
Appl. Intell.
Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
2015 — ch.
A Statistical Framework for Mental Targets Search Using Mixture Models.
Artificial Intelligence Applications in Information and Communication Technologies
Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
2015 J jnl
Anisotropic adaptive method for triangular meshes smoothing.
IET Image Process.
Ahmed Fouad El Ouafdi, H. El Houari, Djemel Ziou
2015 — conf
Asymmetric Generalized Gaussian Mixtures for Radiographic Image Segmentation.
CORES
Nafaa Nacereddine, Djemel Ziou
2015 — conf
Automated feature weighting and random pixel sampling in k-means clustering for terahertz image segmentation.
CVPR Workshops
Mohamed Walid Ayech, Djemel Ziou
2015 — conf
Color Space Identification for Image Display.
ICIAR
Martin Vezina, Djemel Ziou, Fatma Kerouh
2015 J jnl
Eye-gaze estimation under various head positions and iris states.
Expert Syst. Appl.
Reza Jafari, Djemel Ziou
2015 J jnl
Global diffusion method for smoothing triangular mesh.
Vis. Comput.
Ahmed Fouad El Ouafdi, Djemel Ziou
2015 — conf
Head Pose Classification Using a Bidimensional Correlation Filter.
ICIAR
Djemel Ziou, Dayron Rizo-Rodriguez, Antoine Tabbone, Nafaa Nacereddine
2015 J jnl
Likelihood-based feature relevance for figure-ground segmentation in images and videos.
Neurocomputing
Mohand Saïd Allili, Djemel Ziou
2015 — conf
Quaternion-based Local Binary Patterns for illumination invariant face recognition.
ICB
Dayron Rizo-Rodriguez, Djemel Ziou
2015 B conf
Ranked k-means clustering for terahertz image segmentation.
ICIP
Mohamed Walid Ayech, Djemel Ziou
2015 J jnl
Segmentation of Terahertz imaging using k-means clustering based on ranked set sampling.
Expert Syst. Appl.
Mohamed Walid Ayech, Djemel Ziou
2015 J jnl
Similarity transformation parameters recovery based on Radon transform. Application in image registration and object recognition.
Pattern Recognit.
Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou
2015 — conf
Towards a Generic Architecture for Recommenders Benchmarking.
ICAART (2)
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Hajjami Ben Ghézala
2015 — conf
Un modèle de recommandation contextuel pour la prédiction des intérêts des consommateurs sur le Web.
IC
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Ben Ghézala
2015 — ch.
Variational Learning of Finite Inverted Dirichlet Mixture Models and Applications.
Artificial Intelligence Applications in Information and Communication Technologies
Parisa Tirdad, Nizar Bouguila, Djemel Ziou
2014 J jnl
A local approach for 3D object recognition through a set of size functions.
Image Vis. Comput.
Mohammed Ayoub Alaoui Mhamdi, Djemel Ziou
2014 J jnl
A predictive model for recurrent consumption behavior: An application on phone calls.
Knowl. Based Syst.
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Ben Ghézala
2014 — conf
Classifying Textures with Only 10 Visual-Words Using Hidden Markov Models with Dirichlet Mixtures.
ICAIS
Elise Epaillard, Nizar Bouguila, Djemel Ziou
2014 J jnl
Color constancy for visual compensation of projector displayed image.
Displays
Abdeldjalil Madi, Djemel Ziou
2014 J jnl
Efficient steganalysis of images: learning is good for anticipation.
Pattern Anal. Appl.
Djemel Ziou, Reza Jafari
2014 C conf
Fast Exposure Fusion Based on Histograms Segmentation.
ICISP
Mohammed Elamine Moumene, Rachid Nourine, Djemel Ziou
2014 — conf
Generalized Exposure Fusion Weights Estimation.
CRV
Mohammed Elamine Moumene, Rachid Nourine, Djemel Ziou
2014 — conf
Hybrid Shape Descriptors for an Improved Weld Defect Retrieval in Radiographic Testing.
IP&C
Nafaa Nacereddine, Djemel Ziou
2014 J jnl
Object clustering and recognition using multi-finite mixtures for semantic classes and hierarchy modeling.
Expert Syst. Appl.
Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
2014 J jnl
Variational learning of finite Dirichlet mixture models using component splitting.
Neurocomputing
Wentao Fan, Nizar Bouguila, Djemel Ziou
2013 — conf
A Hierarchical Statistical Framework for the Extraction of Semantically Related Words in Textual Documents.
RSKT
Weijia Su, Djemel Ziou, Nizar Bouguila
2013 Misc conf
A generic demosaicing algorithm based on a diffusion model.
ICASSP
Alain Horé, Djemel Ziou, Marie Flavie Auclair-Fortier
2013 — conf
Color Correction Problem of Image Displayed on Non-white Projection Screen.
ICIAR
Abdeldjalil Madi, Djemel Ziou
2013 — conf
Exploiting Color Constancy for Compensating Projected Images on Non-white Light Projection Screen.
CRV
Abdeldjalil Madi, Djemel Ziou, Frederic Dhalleine
2013 J jnl
Increasing image compression rate using steganography.
Expert Syst. Appl.
Reza Jafari, Djemel Ziou, Mohammad Mehdi Rashidi
2013 J jnl
Is there a relationship between peak-signal-to-noise ratio and structural similarity index measure?
IET Image Process.
Alain Horé, Djemel Ziou
2013 J jnl
Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference.
IEEE Trans. Knowl. Data Eng.
Wentao Fan, Nizar Bouguila, Djemel Ziou
2013 B conf
Visual Scenes Categorization Using a Flexible Hierarchical Mixture Model Supporting Users Ontology.
ICTAI
Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
2012 — conf
A Versatile Demosaicing Algorithm for Performing Image Zooming.
SITIS
Alain Horé, Djemel Ziou, Marie Flavie Auclair-Fortier
2012 J jnl
A countably infinite mixture model for clustering and feature selection.
Knowl. Inf. Syst.
Nizar Bouguila, Djemel Ziou
2012 — conf
A model-driven approach for context-aware recommendation.
ICMCS
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Ben Ghézala
2012 — conf
Gaze estimation using Kinect/PTZ camera.
ROSE
Reza Jafari, Djemel Ziou
2012 B conf
Improving Image Acquisition: A Fish-Inspired Solution.
ACIVS
Julien Couillaud, Alain Horé, Djemel Ziou
2012 — conf
Multinomial Bayesian Kernel Logistic Discriminant Based Method for Skin Detection.
SITIS
Idir Filali, Djemel Ziou, Nadjia Benblidia
2012 B conf
Object Recognition Using Radon Transform-Based RST Parameter Estimation.
ACIVS
Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou
2012 J jnl
Predictive Approach for User Long-Term Needs in Content-Based Image Suggestion.
IEEE Trans. Neural Networks Learn. Syst.
Sabri Boutemedjet, Djemel Ziou
2012 J jnl
Reducing aliasing in images: a PDE-based diffusion revisited.
Pattern Recognit.
Djemel Ziou, Alain Horé
2012 B conf
Terahertz image segmentation based on K-harmonic-means clustering and statistical feature extraction modeling.
ICPR
Mohamed Walid Ayech, Djemel Ziou
2012 — conf
Towards a new model for context-aware recommendation.
IEEE Conf. of Intelligent Systems
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Ben Ghézala
2012 J jnl
Variational Learning for Finite Dirichlet Mixture Models and Applications.
IEEE Trans. Neural Networks Learn. Syst.
Wentao Fan, Nizar Bouguila, Djemel Ziou
2011 — conf
A Variational Statistical Framework for Object Detection.
ICONIP (2)
Wentao Fan, Nizar Bouguila, Djemel Ziou
2011 J jnl
An Edge-Sensing Generic Demosaicing Algorithm With Application to Image Resampling.
IEEE Trans. Image Process.
Alain Horé, Djemel Ziou
2011 B conf
Content Makes the Difference in Compression Standard Quality Assessment.
ACIVS
Guido Manfredi, Djemel Ziou, Marie Flavie Auclair-Fortier
2011 — conf
Face detection in a compressed domain.
DSP
Guido Manfredi, Djemel Ziou, Marie Flavie Auclair-Fortier
2011 — conf
Increasing compression of JPEG images using steganography.
ROSE
Reza Jafari, Djemel Ziou, Abdelhamid Mammeri
2011 J jnl
Quantization-free parameter space reduction in ellipse detection.
Expert Syst. Appl.
Kuang Chung Chen, Nizar Bouguila, Djemel Ziou
2011 B conf
Reducing aliasing in images: A simple diffusion equation based on the inverse diffusivity.
ICIP
Djemel Ziou, Alain Horé
2011 — conf
Simultaneous Non-gaussian Data Clustering, Feature Selection and Outliers Rejection.
PReMI
Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet
2011 A* conf
Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection.
ICDM
Wentao Fan, Nizar Bouguila, Djemel Ziou
2010 J jnl
A Dirichlet process mixture of generalized Dirichlet distributions for proportional data modeling.
IEEE Trans. Neural Networks
Nizar Bouguila, Djemel Ziou
2010 J jnl
A novel Bayesian logistic discriminant model: An application to face recognition.
Pattern Recognit.
Riadh Ksantini, Boubakeur Boufama, Djemel Ziou, Bernard Colin
2010 — conf
Adaptive B-Spline Model Based Probabilistic Active Contour for Weld Defect Detection in Radiographic Imaging.
IP&C
Nafaa Nacereddine, Latifa Hamami, Djemel Ziou, Aicha-Baya Goumeidane
2010 — conf
An Edge-Sensing Universal Demosaicing Algorithm.
ACIVS (1)
Alain Horé, Djemel Ziou
2010 B conf
Asymmetric Generalized Gaussian Mixture Models and EM Algorithm for Image Segmentation.
ICPR
Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou, Latifa Hamami
2010 B conf
Image Quality Metrics: PSNR vs. SSIM.
ICPR
Alain Horé, Djemel Ziou
2010 J jnl
Image and Video Segmentation by Combining Unsupervised Generalized Gaussian Mixture Modeling and Feature Selection.
IEEE Trans. Circuits Syst. Video Technol.
Mohand Saïd Allili, Djemel Ziou, Nizar Bouguila, Sabri Boutemedjet
2010 J jnl
Long-term relevance feedback and feature selection for adaptive content based image suggestion.
Pattern Recognit.
Sabri Boutemedjet, Djemel Ziou
2010 J jnl
Model-based subspace clustering of non-Gaussian data.
Neurocomputing
Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila
2010 B conf
Shape-Based Image Retrieval Using a New Descriptor Based on the Radon and Wavelet Transforms.
ICPR
Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou, Latifa Hamami
2010 — conf
Unsupervised Feature Selection and Learning for Image Segmentation.
CRV
Mohand Saïd Allili, Djemel Ziou, Nizar Bouguila, Sabri Boutemedjet
2009 J jnl
A Hybrid Feature Extraction Selection Approach for High-Dimensional Non-Gaussian Data Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Sabri Boutemedjet, Nizar Bouguila, Djemel Ziou
2009 B conf
A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization.
PAKDD
Nizar Bouguila, Djemel Ziou
2009 J jnl
A hybrid probabilistic framework for content-based image retrieval with feature weighting.
Pattern Recognit.
Djemel Ziou, Touati Hamri, Sabri Boutemedjet
2009 — conf
Enhancement of the Quality of Images through Complex Mosaic Configurations.
ICIAR
Tayeb Medjeldi, Alain Horé, Djemel Ziou
2009 J jnl
On Bayesian analysis of a finite generalized Dirichlet mixture via a Metropolis-within-Gibbs sampling.
Pattern Anal. Appl.
Nizar Bouguila, Djemel Ziou, Riad I. Hammoud
2009 B conf
Variational Bayesian Approach for Long-Term Relevance Feedback.
PAKDD
Sabri Boutemedjet, Djemel Ziou
2008 A* conf
A Bayesian Kernel Logistic Discriminant Model: An Improvement to the Kernel Fisher's Discriminant.
AAAI
Riadh Ksantini, Djemel Ziou, Bernard Colin, François Dubeau
2008 J jnl
A Graphical Model for Context-Aware Visual Content Recommendation.
IEEE Trans. Multim.
Sabri Boutemedjet, Djemel Ziou
2008 — conf
A New Super-Resolution Algorithm Based on Areas Pixels and the Sampling Theorem of Papoulis.
ICIAR
Alain Horé, François Deschênes, Djemel Ziou
2008 — conf
A Simple Scaling Algorithm Based on Areas Pixels.
ICIAR
Alain Horé, François Deschênes, Djemel Ziou
2008 — conf
A global physical method for manifold smoothing.
Shape Modeling International
Ahmed Fouad El Ouafdi, Djemel Ziou
2008 J jnl
A homotopy-based approach for computing defocus blur and affine transform simultaneously.
Pattern Recognit.
François Deschênes, Djemel Ziou, Philippe Fuchs
2008 J jnl
A smart stochastic approach for manifolds smoothing.
Comput. Graph. Forum
Ahmed Fouad El Ouafdi, Djemel Ziou, Hamid Krim
2008 B conf
An approach for dynamic combination of region and boundary information in segmentation.
ICPR
Mohand Saïd Allili, Djemel Ziou
2008 B conf
Energy-efficient transmission scheme of JPEG images over Visual Sensor Networks.
LCN
Abdelhamid Mammeri, Ahmed Khoumsi, Djemel Ziou, Brahim Hadjou
2008 J jnl
Finite general Gaussian mixture modeling and application to image and video foreground segmentation.
J. Electronic Imaging
Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou
2008 B conf
Modeling and Adapting JPEG to the Energy Requirements of VSN.
ICCCN
Abdelhamid Mammeri, Ahmed Khoumsi, Djemel Ziou, Brahim Hadjou
2008 J jnl
Object tracking in videos using adaptive mixture models and active contours.
Neurocomputing
Mohand Saïd Allili, Djemel Ziou
2008 J jnl
Weighted Pseudometric Discriminatory Power Improvement Using a Bayesian Logistic Regression Model Based on a Variational Method.
IEEE Trans. Pattern Anal. Mach. Intell.
Riadh Ksantini, Djemel Ziou, Bernard Colin, François Dubeau
2007 A* conf
A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling.
CVPR
Nizar Bouguila, Djemel Ziou, Riad I. Hammoud
2007 — conf
A Graphical Model for Content Based Image Suggestion and Feature Selection.
PKDD
Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila
2007 — conf
A New Image Scaling Algorithm Based on the Sampling Theorem of Papoulis.
ICIAR
Alain Horé, Djemel Ziou, François Deschênes
2007 — conf
A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling.
CRV
Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou
2007 J jnl
Active contours for video object tracking using region, boundary and shape information.
Signal Image Video Process.
Mohand Saïd Allili, Djemel Ziou
2007 — conf
Adaptive Appearance Model for Object Contour Tracking in Videos.
CRV
Mohand Saïd Allili, Djemel Ziou
2007 J jnl
Automatic colour-texture image segmentation using active contours.
Int. J. Comput. Math.
Mohand Saïd Allili, Djemel Ziou
2007 — conf
Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation.
CRV
Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou
2007 J jnl
Globally adaptive region information for automatic color-texture image segmentation.
Pattern Recognit. Lett.
Mohand Saïd Allili, Djemel Ziou
2007 J jnl
High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length.
IEEE Trans. Pattern Anal. Mach. Intell.
Nizar Bouguila, Djemel Ziou
2007 J jnl
Image Collection Organization and Its Application to Indexing, Browsing, Summarization, and Semantic Retrieval.
IEEE Trans. Multim.
Mohammed Lamine Kherfi, Djemel Ziou
2007 A* conf
Logistic Regression Models for a Fast CBIR Method Based on Feature Selection.
IJCAI
Riadh Ksantini, Djemel Ziou, Bernard Colin, François Dubeau
2007 A* conf
Object of Interest segmentation and Tracking by Using Feature Selection and Active Contours.
CVPR
Mohand Saïd Allili, Djemel Ziou
2007 — conf
Super-resolution based on interpolation and global sub pixel translation.
CRV
Kamel Mecheri, Djemel Ziou, François Deschênes
2007 — conf
Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data.
NIPS
Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila
2007 — conf
Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models.
ICIAR
Sabri Boutemedjet, Nizar Bouguila, Djemel Ziou
2007 J jnl
Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization.
J. Vis. Commun. Image Represent.
Nizar Bouguila, Djemel Ziou
2007 — conf
Using Feature Selection For Object Segmentation and Tracking.
CRV
Mohand Saïd Allili, Djemel Ziou
2006 A* conf
A Generative Graphical Model for Collaborative Filtering of Visual Content.
ICDM
Sabri Boutemedjet, Djemel Ziou
2006 — conf
A Robust Video Object Tracking by Using Active Contours.
CVPR Workshops
Mohand Saïd Allili, Djemel Ziou
2006 J jnl
A global approach for solving evolutive heat transfer for image denoising and inpainting.
IEEE Trans. Image Process.
Marie Flavie Auclair-Fortier, Djemel Ziou
2006 J jnl
A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture.
IEEE Trans. Image Process.
Nizar Bouguila, Djemel Ziou
2006 — conf
An Information Filtering Approach for the Page Zero Problem.
MRCS
Djemel Ziou, Sabri Boutemedjet
2006 — conf
Automatic Color-Texture Image Segmentation by Using Active Contours.
IWICPAS
Mohand Saïd Allili, Djemel Ziou
2006 C conf
Efficient topological descriptor for shape representation.
Image Processing: Algorithms and Systems
Madjid Allili, David Corriveau, Djemel Ziou
2006 J jnl
Image Retrieval Based on Region Separation and Multiresolution Analysis.
Int. J. Wavelets Multiresolution Inf. Process.
Riadh Ksantini, Djemel Ziou, François Dubeau
2006 B conf
Object Contour Tracking in Videos by Matching Finite Mixture Models.
AVSS
Mohand Saïd Allili, Djemel Ziou
2006 — conf
Object contour tracking in videos by using adaptive mixture models and shape priors.
CompIMAGE
Mohand Saïd Allili, Djemel Ziou
2006 J jnl
Online clustering via finite mixtures of Dirichlet and minimum message length.
Eng. Appl. Artif. Intell.
Nizar Bouguila, Djemel Ziou
2006 J jnl
Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications.
Stat. Comput.
Nizar Bouguila, Djemel Ziou, Ernest Monga
2006 J jnl
Relevance feedback for CBIR: a new approach based on probabilistic feature weighting with positive and negative examples.
IEEE Trans. Image Process.
Mohammed Lamine Kherfi, Djemel Ziou
2006 J jnl
Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach.
IEEE Trans. Knowl. Data Eng.
Nizar Bouguila, Djemel Ziou
2006 — conf
Visual Aspect: A Unified Content-Based Collaborative Filtering Model for Visual Document Recommendation.
ICIAR (1)
Sabri Boutemedjet, Djemel Ziou
2005 B conf
A Bayesian Approach for Weighting Boundary and Region Information for Segmentation.
ACIVS
Mohand Saïd Allili, Djemel Ziou
2005 — conf
A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration.
PReMI
Nizar Bouguila, Djemel Ziou
2005 J jnl
A comparative analysis of image fusion methods.
IEEE Trans. Geosci. Remote. Sens.
Zhijun Wang, Djemel Ziou, Costas Armenakis, Deren Li, Qingquan Li
2005 — conf
A probabilistic approach for shadows modeling and detection.
ICIP (1)
Nizar Bouguila, Djemel Ziou
2005 — conf
An Automatic Segmentation Combining Mixture Analysis and Adaptive Region Information: A Level Set Approach.
CRV
Mohand Saïd Allili, Djemel Ziou
2005 — conf
An automatic segmentation of color images by using a combination of mixture modelling and adaptive region information: a level set approach.
ICIP (1)
Mohand Saïd Allili, Djemel Ziou
2005 J jnl
Behavior of the Laplacian of Gaussian Extrema.
J. Math. Imaging Vis.
Salvatore Tabbone, L. Alonso, Djemel Ziou
2005 — conf
Computational algebraic topology-based video restoration.
Electronic Imaging: Image and Video Communications and Processing
Alban Rochel, Djemel Ziou, Marie Flavie Auclair-Fortier
2005 — conf
Illumination Estimation from Dichromatic Planes.
CIC
Javier Toro, Djemel Ziou, Brian V. Funt
2005 — conf
MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection.
MLDM
Nizar Bouguila, Djemel Ziou
2005 — conf
MML-Based Approach for High-Dimensional Unsupervised Learning Using the Generalized Dirichlet Mixture.
CVPR Workshops
Nizar Bouguila, Djemel Ziou
2005 B conf
Morse Connections Graph for Shape Representation.
ACIVS
David Corriveau, Madjid Allili, Djemel Ziou
2005 — conf
On Fitting Finite Dirichlet Mixture Using ECM and MML.
ICAPR (1)
Nizar Bouguila, Djemel Ziou
2005 J jnl
Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications.
Pattern Recognit. Lett.
Nizar Bouguila, Djemel Ziou
2004 — conf
A Powreful Finite Mixture Model Based on the Generalized Dirichlet Distribution: Unsupervised Learning and Applications.
ICPR (1)
Nizar Bouguila, Djemel Ziou
2004 J jnl
An unified approach for a simultaneous and cooperative estimation of defocus blur and spatial shifts.
Image Vis. Comput.
François Deschênes, Djemel Ziou, Philippe Fuchs
2004 — conf
Combining Visual Features with Semantics for a More Effective Image Retrieval.
ICPR (2)
Mohammed Lamine Kherfi, Djamel Brahmi, Djemel Ziou
2004 — conf
Dirichlet-based probability model applied to human skin detection [image skin detection].
ICASSP (5)
Nizar Bouguila, Djemel Ziou
2004 — conf
Global computational algebraic topology approach for diffusion.
Computational Imaging
Marie Flavie Auclair-Fortier, Djemel Ziou, Madjid Allili
2004 J jnl
Image Retrieval from the World Wide Web: Issues, Techniques, and Systems.
ACM Comput. Surv.
Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi
2004 — conf
Image model: new perspective for image processing and computer vision.
Computational Imaging
Djemel Ziou, Madjid Allili
2004 B conf
Image retrieval based on feature weighting and relevance feedback.
ICIP
Mohammed Lamine Kherfi, Djemel Ziou
2004 — conf
Improving CBIR Systems by Integrating Semantic Features.
CRV
Djamel Brahmi, Djemel Ziou
2004 — conf
Improving CBIR systems by integrating semantic features.
RIAO
Djamel Brahmi, Djemel Ziou
2004 — conf
Morse Homology Descriptor for Shape Characterization.
ICPR (4)
Madjid Allili, David Corriveau, Djemel Ziou
2004 — conf
Neuroanatomy Registration: An Algebraic-Topology Based Approach.
AMDO
Layachi Bentabet, Djemel Ziou
2004 — conf
Recovering the Shading Image under Known Illumination.
CRV
Javier Toro, Djemel Ziou, Marie Flavie Auclair-Fortier
2004 — conf
Recovery of two transparent primitive images from two frames.
ICASSP (3)
Javier Toro, Rubén Medina, Djemel Ziou
2004 — conf
Unsupervised Learning of a Finite Discrete Mixture Model Based on the Multinomial Dirichlet Distribution: Application to Texture Modeling.
PRIS
Nizar Bouguila, Djemel Ziou
2004 — conf
Unsupervised Learning of a Finite Gamma Mixture Using MML: Application to SAR Image Analysis.
ICPR (2)
Djemel Ziou, Nizar Bouguila
2004 J jnl
Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application.
IEEE Trans. Image Process.
Nizar Bouguila, Djemel Ziou, Jean Vaillancourt
2003 — conf
A global CAT approach for graylevel diffusion.
ISSPA (1)
Marie Flavie Auclair-Fortier, Djemel Ziou, Madjid Allili
2003 C conf
Combination of imagery - a study on various methods.
IGARSS
Zhijun Wang, Djemel Ziou, Costas Armenakis
2003 J jnl
Combining positive and negative examples in relevance feedback for content-based image retrieval.
J. Vis. Commun. Image Represent.
Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi
2003 — conf
Homotopy-Based Computation of Defocus Blur and Affine Transform.
CVPR (1)
François Deschênes, Djemel Ziou
2003 J jnl
Improved estimation of defocus blur and spatial shifts in spatial domain: a homotopy-based approach.
Pattern Recognit.
François Deschênes, Djemel Ziou, Philippe Fuchs
2003 — conf
Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification.
MLDM
Nizar Bouguila, Djemel Ziou, Jean Vaillancourt
2003 J jnl
Road vectors update using SAR imagery: a snake-based method.
IEEE Trans. Geosci. Remote. Sens.
Layachi Bentabet, Sylvie Jodouin, Djemel Ziou, Jean Vaillancourt
2002 — conf
A Computational Algebraic Topology Approach for Optical Flow.
ICPR (1)
Marie Flavie Auclair-Fortier, Pierre Poulin, Djemel Ziou, Madjid Allili
2002 — conf
A Computational Algebraic Topology Model for the Deformation of Curves.
AMDO
Marie Flavie Auclair-Fortier, Pierre Poulin, Djemel Ziou, Madjid Allili
2002 J jnl
Generating cubical complexes from image data and computation of the Euler number.
Pattern Recognit.
Djemel Ziou, Madjid Allili
2002 — conf
Homotopy-Based Estimation of Depth Cues in Spatial Domain.
ICPR (3)
François Deschênes, Djemel Ziou, Philippe Fuchs
2002 — conf
Learning from Negative Example in Relevance Feedback for Content-Based Image Retrieval.
ICPR (2)
Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi
2002 J jnl
Segmentation of SAR images.
Pattern Recognit.
Ali El Zaart, Djemel Ziou, Shengrui Wang, Qingshan Jiang
2001 J jnl
Depth from Defocus Estimation in Spatial Domain.
Comput. Vis. Image Underst.
Djemel Ziou, François Deschênes
2001 J jnl
The influence of edge direction on the estimation of edge contrast and orientation.
Pattern Recognit.
Djemel Ziou
2001 — conf
Topological feature extraction in binary images.
ISSPA
Madjid Allili, Djemel Ziou
2000 B conf
Autocovariance-based Perceptual Textural Features Corresponding to Human Visual Perception.
ICPR
Noureddine Abbadeni, Djemel Ziou, Shengrui Wang
2000 B conf
Computational Measures Corresponding to Perceptual Textural Features.
ICIP
Noureddine Abbadeni, Djemel Ziou, Shengrui Wang
2000 J jnl
Contextual and non-contextual performance evaluation of edge detectors.
Pattern Recognit. Lett.
T. B. Nguyen, Djemel Ziou
2000 B conf
Detection of Line Junctions in Gray-Level Images.
ICPR
François Deschênes, Djemel Ziou
2000 J jnl
Detection of line junctions and line terminations using curvilinear features.
Pattern Recognit. Lett.
François Deschênes, Djemel Ziou
2000 B conf
Optimal Line Detector.
ICPR
Djemel Ziou
2000 J jnl
Pseudometric generating property and autocontinuity of fuzzy measures.
Fuzzy Sets Syst.
Qingshan Jiang, Shengrui Wang, Djemel Ziou, Zhenyuan Wang, George J. Klir
1999 — conf
A Cooperative Multiscale Phase-Based Disparity Algorithm.
ICIP (3)
Mohammed Ouali, Djemel Ziou, Claude Laurgeau
1999 J jnl
A further investigation for fuzzy measures on metric spaces.
Fuzzy Sets Syst.
Qingshan Jiang, Shengrui Wang, Djemel Ziou
1999 — conf
Dense Disparity Estimation Using Gabor Filters and Image Derivatives.
3DIM
Mohammed Ouali, Claude Laurgeau, Djemel Ziou
1999 J jnl
Estimation of multi-modal histogram's pdf using a mixture model.
Neural Parallel Sci. Comput.
Elmehdi Aitnouri, Shengrui Wang, Djemel Ziou, Jean Vaillancourt, Langis Gagnon
1999 — conf
Image Classification and Retrieval on the World Wide Web.
ACM DL
Noureddine Abbadeni, Djemel Ziou, Shengrui Wang
1999 — conf
Inaccurate phase-based disparities removal.
ICECS
Mohammed Ouali, Djemel Ziou, Claude Laurgeau
1998 B conf
A system for picture labeling.
SMC
G. Daigle, Shengrui Wang, Djemel Ziou, Béchir el Ayeb
1998 — conf
Depth from Defocus using the Hermite Transform.
ICIP (2)
Djemel Ziou, Shengrui Wang, Jean Vaillancourt
1998 J jnl
Knowledge-based assistant for the selection of edge detectors.
Pattern Recognit.
Djemel Ziou, Abder Koukam
1998 A* conf
Passive Depth from Defocus Using a Spatial Domain Approach.
ICCV
Djemel Ziou
1998 B conf
Ship detection in RADARSAT SAR imagery.
SMC
Qingshan Jiang, Shengrui Wang, Djemel Ziou, Ali El Zaart, Maria T. Rey, Goze B. Bénié, Michael Henschel
1997 — conf
Phase-based disparity estimation: a spatial approach.
ICIP (3)
Ali El Zaart, Djemel Ziou, François Dubeau
1996 A* conf
Isotropic Processing for Gradient Estimation.
CVPR
Djemel Ziou, Shengrui Wang
1995 Misc conf
Adaptive Elimination of False Edges for First Order Detectors.
ICIAP
Djemel Ziou, Salvatore Tabbone
1995 B conf
The selection of edge detectors using local image structure.
ICTAI
Djemel Ziou, Abder Koukam
1994 J jnl
Effects of edge orientation on the performance of first-order operators.
Pattern Recognit. Lett.
Djemel Ziou, Jean-Pierre Fabre
1994 — conf
Performance evaluation of first order operators.
ICPR (1)
Djemel Ziou, Jean-Pierre Fabre, Shengrui Wang
1993 J jnl
A multi-scale edge detector.
Pattern Recognit.
Djemel Ziou, Salvatore Tabbone
1993 A* conf
Efficient edge detection using two scales.
CVPR
Salvatore Tabbone, Djemel Ziou
1993 C conf
Rotation Invariance in Edge Detection.
CAIP
Djemel Ziou, Jean-Pierre Fabre
1992 — conf
An experience on automatic selection of the edge detectors.
ICPR (3)
Djemel Ziou, R. Mohr
1992 — conf
Subpixel positioning of edges for first and second order operators.
ICPR (3)
Salvatore Tabbone, Djemel Ziou
1991 — —
La détection des contours dans des images à niveaux de gris : mise en oeuvre et sélection de détecteurs. (Edge detection in grey level images : design and selection of detectors).
Djemel Ziou
1991 J jnl
Line detection using an optimal IIR filter.
Pattern Recognit.
Djemel Ziou