Line detection using an optimal IIR filter. - Djemel Ziou (Pattern Recognit., 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)

Subpixel positioning of edges for first and second order operators. - Salvatore Tabbone; Djemel Ziou (ICPR (3), 1992)

An experience on automatic selection of the edge detectors. - Djemel Ziou; R. Mohr (ICPR (3), 1992)

Rotation Invariance in Edge Detection. - Djemel Ziou; Jean-Pierre Fabre (CAIP, 1993)

Efficient edge detection using two scales. - Salvatore Tabbone; Djemel Ziou (CVPR, 1993)

A multi-scale edge detector. - Djemel Ziou; Salvatore Tabbone (Pattern Recognit., 1993)

Performance evaluation of first order operators. - Djemel Ziou; Jean-Pierre Fabre; Shengrui Wang (ICPR (1), 1994)

Effects of edge orientation on the performance of first-order operators. - Djemel Ziou; Jean-Pierre Fabre (Pattern Recognit. Lett., 1994)

Adaptive Elimination of False Edges for First Order Detectors. - Djemel Ziou; Salvatore Tabbone (ICIAP, 1995)

The selection of edge detectors using local image structure. - Djemel Ziou; Abder Koukam (ICTAI, 1995)

Isotropic Processing for Gradient Estimation. - Djemel Ziou; Shengrui Wang (CVPR, 1996)

Phase-based disparity estimation: a spatial approach. - Ali El Zaart; Djemel Ziou; François Dubeau (ICIP (3), 1997)

Passive Depth from Defocus Using a Spatial Domain Approach. - Djemel Ziou (ICCV, 1998)

Depth from Defocus using the Hermite Transform. - Djemel Ziou; Shengrui Wang; Jean Vaillancourt (ICIP (2), 1998)

A system for picture labeling. - G. Daigle; Shengrui Wang; Djemel Ziou; Béchir el Ayeb (SMC, 1998)

Ship detection in RADARSAT SAR imagery. - Qingshan Jiang; Shengrui Wang; Djemel Ziou; Ali El Zaart; Maria T. Rey; Goze B. Bénié; Michael Henschel (SMC, 1998)

Knowledge-based assistant for the selection of edge detectors. - Djemel Ziou; Abder Koukam (Pattern Recognit., 1998)

Dense Disparity Estimation Using Gabor Filters and Image Derivatives. - Mohammed Ouali; Claude Laurgeau; Djemel Ziou (3DIM, 1999)

Image Classification and Retrieval on the World Wide Web. - Noureddine Abbadeni; Djemel Ziou; Shengrui Wang (ACM DL, 1999)

Inaccurate phase-based disparities removal. - Mohammed Ouali; Djemel Ziou; Claude Laurgeau (ICECS, 1999)

A Cooperative Multiscale Phase-Based Disparity Algorithm. - Mohammed Ouali; Djemel Ziou; Claude Laurgeau (ICIP (3), 1999)

A further investigation for fuzzy measures on metric spaces. - Qingshan Jiang; Shengrui Wang; Djemel Ziou (Fuzzy Sets Syst., 1999)

Estimation of multi-modal histogram's pdf using a mixture model. - Elmehdi Aitnouri; Shengrui Wang; Djemel Ziou; Jean Vaillancourt; Langis Gagnon (Neural Parallel Sci. Comput., 1999)

Computational Measures Corresponding to Perceptual Textural Features. - Noureddine Abbadeni; Djemel Ziou; Shengrui Wang (ICIP, 2000)

Autocovariance-based Perceptual Textural Features Corresponding to Human Visual Perception. - Noureddine Abbadeni; Djemel Ziou; Shengrui Wang (ICPR, 2000)

Detection of Line Junctions in Gray-Level Images. - François Deschênes; Djemel Ziou (ICPR, 2000)

Optimal Line Detector. - Djemel Ziou (ICPR, 2000)

Pseudometric generating property and autocontinuity of fuzzy measures. - Qingshan Jiang; Shengrui Wang; Djemel Ziou; Zhenyuan Wang; George J. Klir (Fuzzy Sets Syst., 2000)

Detection of line junctions and line terminations using curvilinear features. - François Deschênes; Djemel Ziou (Pattern Recognit. Lett., 2000)

Contextual and non-contextual performance evaluation of edge detectors. - T. B. Nguyen; Djemel Ziou (Pattern Recognit. Lett., 2000)

Topological feature extraction in binary images. - Madjid Allili; Djemel Ziou (ISSPA, 2001)

Depth from Defocus Estimation in Spatial Domain. - Djemel Ziou; François Deschênes (Comput. Vis. Image Underst., 2001)

The influence of edge direction on the estimation of edge contrast and orientation. - Djemel Ziou (Pattern Recognit., 2001)

A Computational Algebraic Topology Model for the Deformation of Curves. - Marie Flavie Auclair-Fortier; Pierre Poulin; Djemel Ziou; Madjid Allili (AMDO, 2002)

A Computational Algebraic Topology Approach for Optical Flow. - Marie Flavie Auclair-Fortier; Pierre Poulin; Djemel Ziou; Madjid Allili (ICPR (1), 2002)

Homotopy-Based Estimation of Depth Cues in Spatial Domain. - François Deschênes; Djemel Ziou; Philippe Fuchs (ICPR (3), 2002)

Learning from Negative Example in Relevance Feedback for Content-Based Image Retrieval. - Mohammed Lamine Kherfi; Djemel Ziou; Alan Bernardi (ICPR (2), 2002)

Segmentation of SAR images. - Ali El Zaart; Djemel Ziou; Shengrui Wang; Qingshan Jiang (Pattern Recognit., 2002)

Generating cubical complexes from image data and computation of the Euler number. - Djemel Ziou; Madjid Allili (Pattern Recognit., 2002)

Homotopy-Based Computation of Defocus Blur and Affine Transform. - François Deschênes; Djemel Ziou (CVPR (1), 2003)

Combination of imagery - a study on various methods. - Zhijun Wang 003; Djemel Ziou; Costas Armenakis (IGARSS, 2003)

A global CAT approach for graylevel diffusion. - Marie Flavie Auclair-Fortier; Djemel Ziou; Madjid Allili (ISSPA (1), 2003)

Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification. - Nizar Bouguila; Djemel Ziou; Jean Vaillancourt (MLDM, 2003)

Combining positive and negative examples in relevance feedback for content-based image retrieval. - Mohammed Lamine Kherfi; Djemel Ziou; Alan Bernardi (J. Vis. Commun. Image Represent., 2003)

Improved estimation of defocus blur and spatial shifts in spatial domain: a homotopy-based approach. - François Deschênes; Djemel Ziou; Philippe Fuchs (Pattern Recognit., 2003)

Road vectors update using SAR imagery: a snake-based method. - Layachi Bentabet; Sylvie Jodouin; Djemel Ziou; Jean Vaillancourt (IEEE Trans. Geosci. Remote. Sens., 2003)

Neuroanatomy Registration: An Algebraic-Topology Based Approach. - Layachi Bentabet; Djemel Ziou (AMDO, 2004)

Global computational algebraic topology approach for diffusion. - Marie Flavie Auclair-Fortier; Djemel Ziou; Madjid Allili (Computational Imaging, 2004)

Image model: new perspective for image processing and computer vision. - Djemel Ziou; Madjid Allili (Computational Imaging, 2004)

Recovering the Shading Image under Known Illumination. - Javier Toro; Djemel Ziou; Marie Flavie Auclair-Fortier (CRV, 2004)

Dirichlet-based probability model applied to human skin detection [image skin detection]. - Nizar Bouguila; Djemel Ziou (ICASSP (5), 2004)

Recovery of two transparent primitive images from two frames. - Javier Toro; Rubén Medina; Djemel Ziou (ICASSP (3), 2004)

Image retrieval based on feature weighting and relevance feedback. - Mohammed Lamine Kherfi; Djemel Ziou (ICIP, 2004)

Morse Homology Descriptor for Shape Characterization. - Madjid Allili; David Corriveau; Djemel Ziou (ICPR (4), 2004)

A Powreful Finite Mixture Model Based on the Generalized Dirichlet Distribution: Unsupervised Learning and Applications. - Nizar Bouguila; Djemel Ziou (ICPR (1), 2004)

Combining Visual Features with Semantics for a More Effective Image Retrieval. - Mohammed Lamine Kherfi; Djamel Brahmi; Djemel Ziou (ICPR (2), 2004)

Unsupervised Learning of a Finite Gamma Mixture Using MML: Application to SAR Image Analysis. - Djemel Ziou; Nizar Bouguila (ICPR (2), 2004)

Unsupervised Learning of a Finite Discrete Mixture Model Based on the Multinomial Dirichlet Distribution: Application to Texture Modeling. - Nizar Bouguila; Djemel Ziou (PRIS, 2004)

Improving CBIR systems by integrating semantic features. - Djamel Brahmi; Djemel Ziou (RIAO, 2004)

Image Retrieval from the World Wide Web: Issues, Techniques, and Systems. - Mohammed Lamine Kherfi; Djemel Ziou; Alan Bernardi (ACM Comput. Surv., 2004)

An unified approach for a simultaneous and cooperative estimation of defocus blur and spatial shifts. - François Deschênes; Djemel Ziou; Philippe Fuchs (Image Vis. Comput., 2004)

Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application. - Nizar Bouguila; Djemel Ziou; Jean Vaillancourt (IEEE Trans. Image Process., 2004)

A Bayesian Approach for Weighting Boundary and Region Information for Segmentation. - Mohand Saïd Allili; Djemel Ziou (ACIVS, 2005)

Morse Connections Graph for Shape Representation. - David Corriveau; Madjid Allili; Djemel Ziou (ACIVS, 2005)

An Automatic Segmentation Combining Mixture Analysis and Adaptive Region Information: A Level Set Approach. - Mohand Saïd Allili; Djemel Ziou (CRV, 2005)

MML-Based Approach for High-Dimensional Unsupervised Learning Using the Generalized Dirichlet Mixture. - Nizar Bouguila; Djemel Ziou (CVPR Workshops, 2005)

Computational algebraic topology-based video restoration. - Alban Rochel; Djemel Ziou; Marie Flavie Auclair-Fortier (Electronic Imaging: Image and Video Communications and Processing, 2005)

On Fitting Finite Dirichlet Mixture Using ECM and MML. - Nizar Bouguila; Djemel Ziou (ICAPR (1), 2005)

An automatic segmentation of color images by using a combination of mixture modelling and adaptive region information: a level set approach. - Mohand Saïd Allili; Djemel Ziou (ICIP (1), 2005)

A probabilistic approach for shadows modeling and detection. - Nizar Bouguila; Djemel Ziou (ICIP (1), 2005)

Illumination Estimation from Dichromatic Planes. - Javier Toro; Djemel Ziou; Brian V. Funt (CIC, 2005)

MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection. - Nizar Bouguila; Djemel Ziou (MLDM, 2005)

A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration. - Nizar Bouguila; Djemel Ziou (PReMI, 2005)

Behavior of the Laplacian of Gaussian Extrema. - Salvatore Tabbone; L. Alonso; Djemel Ziou (J. Math. Imaging Vis., 2005)

Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications. - Nizar Bouguila; Djemel Ziou (Pattern Recognit. Lett., 2005)

A comparative analysis of image fusion methods. - Zhijun Wang 003; Djemel Ziou; Costas Armenakis; Deren Li; Qingquan Li (IEEE Trans. Geosci. Remote. Sens., 2005)

Object Contour Tracking in Videos by Matching Finite Mixture Models. - Mohand Saïd Allili; Djemel Ziou (AVSS, 2006)

Object contour tracking in videos by using adaptive mixture models and shape priors. - Mohand Saïd Allili; Djemel Ziou (CompIMAGE, 2006)

A Robust Video Object Tracking by Using Active Contours. - Mohand Saïd Allili; Djemel Ziou (CVPR Workshops, 2006)

Visual Aspect: A Unified Content-Based Collaborative Filtering Model for Visual Document Recommendation. - Sabri Boutemedjet; Djemel Ziou (ICIAR (1), 2006)

A Generative Graphical Model for Collaborative Filtering of Visual Content. - Sabri Boutemedjet; Djemel Ziou (ICDM, 2006)

Efficient topological descriptor for shape representation. - Madjid Allili; David Corriveau; Djemel Ziou (Image Processing: Algorithms and Systems, 2006)

Automatic Color-Texture Image Segmentation by Using Active Contours. - Mohand Saïd Allili; Djemel Ziou (IWICPAS, 2006)

An Information Filtering Approach for the Page Zero Problem. - Djemel Ziou; Sabri Boutemedjet (MRCS, 2006)

Online clustering via finite mixtures of Dirichlet and minimum message length. - Nizar Bouguila; Djemel Ziou (Eng. Appl. Artif. Intell., 2006)

Image Retrieval Based on Region Separation and Multiresolution Analysis. - Riadh Ksantini; Djemel Ziou; François Dubeau (Int. J. Wavelets Multiresolution Inf. Process., 2006)

Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications. - Nizar Bouguila; Djemel Ziou; Ernest Monga (Stat. Comput., 2006)

A global approach for solving evolutive heat transfer for image denoising and inpainting. - Marie Flavie Auclair-Fortier; Djemel Ziou (IEEE Trans. Image Process., 2006)

A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture. - Nizar Bouguila; Djemel Ziou (IEEE Trans. Image Process., 2006)

Relevance feedback for CBIR: a new approach based on probabilistic feature weighting with positive and negative examples. - Mohammed Lamine Kherfi; Djemel Ziou (IEEE Trans. Image Process., 2006)

Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach. - Nizar Bouguila; Djemel Ziou (IEEE Trans. Knowl. Data Eng., 2006)

Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation. - Mohand Saïd Allili; Nizar Bouguila; Djemel Ziou (CRV, 2007)

A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling. - Mohand Saïd Allili; Nizar Bouguila; Djemel Ziou (CRV, 2007)

Using Feature Selection For Object Segmentation and Tracking. - Mohand Saïd Allili; Djemel Ziou (CRV, 2007)

Adaptive Appearance Model for Object Contour Tracking in Videos. - Mohand Saïd Allili; Djemel Ziou (CRV, 2007)

Super-resolution based on interpolation and global sub pixel translation. - Kamel Mecheri; Djemel Ziou; François Deschênes (CRV, 2007)

Object of Interest segmentation and Tracking by Using Feature Selection and Active Contours. - Mohand Saïd Allili; Djemel Ziou (CVPR, 2007)

A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling. - Nizar Bouguila; Djemel Ziou; Riad I. Hammoud (CVPR, 2007)

Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models. - Sabri Boutemedjet; Nizar Bouguila; Djemel Ziou (ICIAR, 2007)

A New Image Scaling Algorithm Based on the Sampling Theorem of Papoulis. - Alain Horé; Djemel Ziou; François Deschênes (ICIAR, 2007)

Logistic Regression Models for a Fast CBIR Method Based on Feature Selection. - Riadh Ksantini; Djemel Ziou; Bernard Colin; François Dubeau (IJCAI, 2007)

Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data. - Sabri Boutemedjet; Djemel Ziou; Nizar Bouguila (NIPS, 2007)

A Graphical Model for Content Based Image Suggestion and Feature Selection. - Sabri Boutemedjet; Djemel Ziou; Nizar Bouguila (PKDD, 2007)

Automatic colour-texture image segmentation using active contours. - Mohand Saïd Allili; Djemel Ziou (Int. J. Comput. Math., 2007)

Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization. - Nizar Bouguila; Djemel Ziou (J. Vis. Commun. Image Represent., 2007)

High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length. - Nizar Bouguila; Djemel Ziou (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Globally adaptive region information for automatic color-texture image segmentation. - Mohand Saïd Allili; Djemel Ziou (Pattern Recognit. Lett., 2007)

Active contours for video object tracking using region, boundary and shape information. - Mohand Saïd Allili; Djemel Ziou (Signal Image Video Process., 2007)

Image Collection Organization and Its Application to Indexing, Browsing, Summarization, and Semantic Retrieval. - Mohammed Lamine Kherfi; Djemel Ziou (IEEE Trans. Multim., 2007)

A Bayesian Kernel Logistic Discriminant Model: An Improvement to the Kernel Fisher's Discriminant. - Riadh Ksantini; Djemel Ziou; Bernard Colin; François Dubeau (AAAI, 2008)

Modeling and Adapting JPEG to the Energy Requirements of VSN. - Abdelhamid Mammeri; Ahmed Khoumsi; Djemel Ziou; Brahim Hadjou (ICCCN, 2008)

A Simple Scaling Algorithm Based on Areas Pixels. - Alain Horé; François Deschênes; Djemel Ziou (ICIAR, 2008)

A New Super-Resolution Algorithm Based on Areas Pixels and the Sampling Theorem of Papoulis. - Alain Horé; François Deschênes; Djemel Ziou (ICIAR, 2008)

An approach for dynamic combination of region and boundary information in segmentation. - Mohand Saïd Allili; Djemel Ziou (ICPR, 2008)

Energy-efficient transmission scheme of JPEG images over Visual Sensor Networks. - Abdelhamid Mammeri; Ahmed Khoumsi; Djemel Ziou; Brahim Hadjou (LCN, 2008)

A global physical method for manifold smoothing. - Ahmed Fouad El Ouafdi; Djemel Ziou (Shape Modeling International, 2008)

A smart stochastic approach for manifolds smoothing. - Ahmed Fouad El Ouafdi; Djemel Ziou; H. Krim (Comput. Graph. Forum, 2008)

Object tracking in videos using adaptive mixture models and active contours. - Mohand Saïd Allili; Djemel Ziou (Neurocomputing, 2008)

Finite general Gaussian mixture modeling and application to image and video foreground segmentation. - Mohand Saïd Allili; Nizar Bouguila; Djemel Ziou (J. Electronic Imaging, 2008)

Weighted Pseudometric Discriminatory Power Improvement Using a Bayesian Logistic Regression Model Based on a Variational Method. - Riadh Ksantini; Djemel Ziou; Bernard Colin; François Dubeau (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

A homotopy-based approach for computing defocus blur and affine transform simultaneously. - François Deschênes; Djemel Ziou; Philippe Fuchs (Pattern Recognit., 2008)

A Graphical Model for Context-Aware Visual Content Recommendation. - Sabri Boutemedjet; Djemel Ziou (IEEE Trans. Multim., 2008)

Enhancement of the Quality of Images through Complex Mosaic Configurations. - Tayeb Medjeldi; Alain Horé; Djemel Ziou (ICIAR, 2009)

A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization. - Nizar Bouguila; Djemel Ziou (PAKDD, 2009)

Variational Bayesian Approach for Long-Term Relevance Feedback. - Sabri Boutemedjet; Djemel Ziou (PAKDD, 2009)

On Bayesian analysis of a finite generalized Dirichlet mixture via a Metropolis-within-Gibbs sampling. - Nizar Bouguila; Djemel Ziou; Riad I. Hammoud (Pattern Anal. Appl., 2009)

A Hybrid Feature Extraction Selection Approach for High-Dimensional Non-Gaussian Data Clustering. - Sabri Boutemedjet; Nizar Bouguila; Djemel Ziou (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

A hybrid probabilistic framework for content-based image retrieval with feature weighting. - Djemel Ziou; Touati Hamri; Sabri Boutemedjet (Pattern Recognit., 2009)

An Edge-Sensing Universal Demosaicing Algorithm. - Alain Horé; Djemel Ziou (ACIVS (1), 2010)

Unsupervised Feature Selection and Learning for Image Segmentation. - Mohand Saïd Allili; Djemel Ziou; Nizar Bouguila; Sabri Boutemedjet (CRV, 2010)

Image Quality Metrics: PSNR vs. SSIM. - Alain Horé; Djemel Ziou (ICPR, 2010)

Shape-Based Image Retrieval Using a New Descriptor Based on the Radon and Wavelet Transforms. - Nafaa Nacereddine; Salvatore Tabbone; Djemel Ziou; Latifa Hamami (ICPR, 2010)

Asymmetric Generalized Gaussian Mixture Models and EM Algorithm for Image Segmentation. - Nafaa Nacereddine; Salvatore Tabbone; Djemel Ziou; Latifa Hamami (ICPR, 2010)

Adaptive B-Spline Model Based Probabilistic Active Contour for Weld Defect Detection in Radiographic Imaging. - Nafaa Nacereddine; Latifa Hamami; Djemel Ziou; Aicha-Baya Goumeidane (IP&C, 2010)

Model-based subspace clustering of non-Gaussian data. - Sabri Boutemedjet; Djemel Ziou; Nizar Bouguila (Neurocomputing, 2010)

Long-term relevance feedback and feature selection for adaptive content based image suggestion. - Sabri Boutemedjet; Djemel Ziou (Pattern Recognit., 2010)

A novel Bayesian logistic discriminant model: An application to face recognition. - Riadh Ksantini; Boubakeur Boufama; Djemel Ziou; Bernard Colin (Pattern Recognit., 2010)

Image and Video Segmentation by Combining Unsupervised Generalized Gaussian Mixture Modeling and Feature Selection. - Mohand Saïd Allili; Djemel Ziou; Nizar Bouguila; Sabri Boutemedjet (IEEE Trans. Circuits Syst. Video Technol., 2010)

A Dirichlet process mixture of generalized Dirichlet distributions for proportional data modeling. - Nizar Bouguila; Djemel Ziou (IEEE Trans. Neural Networks, 2010)

Content Makes the Difference in Compression Standard Quality Assessment. - Guido Manfredi; Djemel Ziou; Marie Flavie Auclair-Fortier (ACIVS, 2011)

Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection. - Wentao Fan; Nizar Bouguila; Djemel Ziou (ICDM, 2011)

Face detection in a compressed domain. - Guido Manfredi; Djemel Ziou; Marie Flavie Auclair-Fortier (DSP, 2011)

Reducing aliasing in images: A simple diffusion equation based on the inverse diffusivity. - Djemel Ziou; Alain Horé (ICIP, 2011)

A Variational Statistical Framework for Object Detection. - Wentao Fan; Nizar Bouguila; Djemel Ziou (ICONIP (2), 2011)

Simultaneous Non-gaussian Data Clustering, Feature Selection and Outliers Rejection. - Nizar Bouguila; Djemel Ziou; Sabri Boutemedjet (PReMI, 2011)

Increasing compression of JPEG images using steganography. - Reza Jafari; Djemel Ziou; Abdelhamid Mammeri (ROSE, 2011)

Quantization-free parameter space reduction in ellipse detection. - Kuang Chung Chen; Nizar Bouguila; Djemel Ziou (Expert Syst. Appl., 2011)

An Edge-Sensing Generic Demosaicing Algorithm With Application to Image Resampling. - Alain Horé; Djemel Ziou (IEEE Trans. Image Process., 2011)

Improving Image Acquisition: A Fish-Inspired Solution. - Julien Couillaud; Alain Horé; Djemel Ziou (ACIVS, 2012)

Object Recognition Using Radon Transform-Based RST Parameter Estimation. - Nafaa Nacereddine; Salvatore Tabbone; Djemel Ziou (ACIVS, 2012)

A model-driven approach for context-aware recommendation. - Mohamed Ramzi Haddad; Hajer Baazaoui Zghal; Djemel Ziou; Henda Ben Ghézala (ICMCS, 2012)

Terahertz image segmentation based on K-harmonic-means clustering and statistical feature extraction modeling. - Mohamed Walid Ayech; Djemel Ziou (ICPR, 2012)

Towards a new model for context-aware recommendation. - Mohamed Ramzi Haddad; Hajer Baazaoui Zghal; Djemel Ziou; Henda Ben Ghézala (IEEE Conf. of Intelligent Systems, 2012)

Gaze estimation using Kinect/PTZ camera. - Reza Jafari; Djemel Ziou (ROSE, 2012)

Multinomial Bayesian Kernel Logistic Discriminant Based Method for Skin Detection. - Idir Filali; Djemel Ziou; Nadjia Benblidia (SITIS, 2012)

A Versatile Demosaicing Algorithm for Performing Image Zooming. - Alain Horé; Djemel Ziou; Marie Flavie Auclair-Fortier (SITIS, 2012)

A countably infinite mixture model for clustering and feature selection. - Nizar Bouguila; Djemel Ziou (Knowl. Inf. Syst., 2012)

Reducing aliasing in images: a PDE-based diffusion revisited. - Djemel Ziou; Alain Horé (Pattern Recognit., 2012)

Predictive Approach for User Long-Term Needs in Content-Based Image Suggestion. - Sabri Boutemedjet; Djemel Ziou (IEEE Trans. Neural Networks Learn. Syst., 2012)

Variational Learning for Finite Dirichlet Mixture Models and Applications. - Wentao Fan; Nizar Bouguila; Djemel Ziou (IEEE Trans. Neural Networks Learn. Syst., 2012)

Exploiting Color Constancy for Compensating Projected Images on Non-white Light Projection Screen. - Abdeldjalil Madi; Djemel Ziou; Frederic Dhalleine (CRV, 2013)

A generic demosaicing algorithm based on a diffusion model. - Alain Horé; Djemel Ziou; Marie Flavie Auclair-Fortier (ICASSP, 2013)

Color Correction Problem of Image Displayed on Non-white Projection Screen. - Abdeldjalil Madi; Djemel Ziou (ICIAR, 2013)

Visual Scenes Categorization Using a Flexible Hierarchical Mixture Model Supporting Users Ontology. - Taoufik Bdiri; Nizar Bouguila; Djemel Ziou (ICTAI, 2013)

A Hierarchical Statistical Framework for the Extraction of Semantically Related Words in Textual Documents. - Weijia Su; Djemel Ziou; Nizar Bouguila (RSKT, 2013)

Increasing image compression rate using steganography. - Reza Jafari; Djemel Ziou; Mohammad Mehdi Rashidi (Expert Syst. Appl., 2013)

Is there a relationship between peak-signal-to-noise ratio and structural similarity index measure? - Alain Horé; Djemel Ziou (IET Image Process., 2013)

Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference. - Wentao Fan; Nizar Bouguila; Djemel Ziou (IEEE Trans. Knowl. Data Eng., 2013)

Generalized Exposure Fusion Weights Estimation. - Mohammed Elamine Moumene; Rachid Nourine; Djemel Ziou (CRV, 2014)

Classifying Textures with Only 10 Visual-Words Using Hidden Markov Models with Dirichlet Mixtures. - Elise Epaillard; Nizar Bouguila; Djemel Ziou (ICAIS, 2014)

Fast Exposure Fusion Based on Histograms Segmentation. - Mohammed Elamine Moumene; Rachid Nourine; Djemel Ziou (ICISP, 2014)

Hybrid Shape Descriptors for an Improved Weld Defect Retrieval in Radiographic Testing. - Nafaa Nacereddine; Djemel Ziou (IP&C, 2014)

Color constancy for visual compensation of projector displayed image. - Abdeldjalil Madi; Djemel Ziou (Displays, 2014)

Object clustering and recognition using multi-finite mixtures for semantic classes and hierarchy modeling. - Taoufik Bdiri; Nizar Bouguila; Djemel Ziou (Expert Syst. Appl., 2014)

Variational learning of finite Dirichlet mixture models using component splitting. - Wentao Fan; Nizar Bouguila; Djemel Ziou (Neurocomputing, 2014)

A local approach for 3D object recognition through a set of size functions. - Mohammed Ayoub Alaoui Mhamdi; Djemel Ziou (Image Vis. Comput., 2014)

A predictive model for recurrent consumption behavior: An application on phone calls. - Mohamed Ramzi Haddad; Hajer Baazaoui Zghal; Djemel Ziou; Henda Ben Ghézala (Knowl. Based Syst., 2014)

Efficient steganalysis of images: learning is good for anticipation. - Djemel Ziou; Reza Jafari (Pattern Anal. Appl., 2014)

Asymmetric Generalized Gaussian Mixtures for Radiographic Image Segmentation. - Nafaa Nacereddine; Djemel Ziou (CORES, 2015)

Automated feature weighting and random pixel sampling in k-means clustering for terahertz image segmentation. - Mohamed Walid Ayech; Djemel Ziou (CVPR Workshops, 2015)

Un modèle de recommandation contextuel pour la prédiction des intérêts des consommateurs sur le Web. - Mohamed Ramzi Haddad; Hajer Baazaoui Zghal; Djemel Ziou; Henda Ben Ghézala (IC, 2015)

Towards a Generic Architecture for Recommenders Benchmarking. - Mohamed Ramzi Haddad; Hajer Baazaoui Zghal; Djemel Ziou; Henda Hajjami Ben Ghézala (ICAART (2), 2015)

Quaternion-based Local Binary Patterns for illumination invariant face recognition. - Dayron Rizo-Rodriguez; Djemel Ziou (ICB, 2015)

Color Space Identification for Image Display. - Martin Vezina; Djemel Ziou; Fatma Kerouh (ICIAR, 2015)

Head Pose Classification Using a Bidimensional Correlation Filter. - Djemel Ziou; Dayron Rizo-Rodriguez; Antoine Tabbone; Nafaa Nacereddine (ICIAR, 2015)

Ranked k-means clustering for terahertz image segmentation. - Mohamed Walid Ayech; Djemel Ziou (ICIP, 2015)

Segmentation of Terahertz imaging using k-means clustering based on ranked set sampling. - Mohamed Walid Ayech; Djemel Ziou (Expert Syst. Appl., 2015)

Eye-gaze estimation under various head positions and iris states. - Reza Jafari; Djemel Ziou (Expert Syst. Appl., 2015)

Anisotropic adaptive method for triangular meshes smoothing. - Ahmed Fouad El Ouafdi; H. El Houari; Djemel Ziou (IET Image Process., 2015)

Likelihood-based feature relevance for figure-ground segmentation in images and videos. - Mohand Saïd Allili; Djemel Ziou (Neurocomputing, 2015)

Similarity transformation parameters recovery based on Radon transform. Application in image registration and object recognition. - Nafaa Nacereddine; Salvatore Tabbone; Djemel Ziou (Pattern Recognit., 2015)

Global diffusion method for smoothing triangular mesh. - Ahmed Fouad El Ouafdi; Djemel Ziou (Vis. Comput., 2015)

A Statistical Framework for Mental Targets Search Using Mixture Models. - Taoufik Bdiri; Nizar Bouguila; Djemel Ziou (Artificial Intelligence Applications in Information and Communication Technologies, 2015)

Variational Learning of Finite Inverted Dirichlet Mixture Models and Applications. - Parisa Tirdad; Nizar Bouguila; Djemel Ziou (Artificial Intelligence Applications in Information and Communication Technologies, 2015)

Computer Vision Color Constancy from Maximal Projections Mean Assumption. - Elkhamssa Lakehal; Djemel Ziou (ICISP, 2016)

Variational Bayesian inference for infinite generalized inverted Dirichlet mixtures with feature selection and its application to clustering. - Taoufik Bdiri; Nizar Bouguila; Djemel Ziou (Appl. Intell., 2016)

A statistical framework for online learning using adjustable model selection criteria. - Taoufik Bdiri; Nizar Bouguila; Djemel Ziou (Eng. Appl. Artif. Intell., 2016)

Terahertz image segmentation using k-means clustering based on weighted feature learning and random pixel sampling. - Mohamed Walid Ayech; Djemel Ziou (Neurocomputing, 2016)

Rotation invariant HOG for object localization in web images. - Ali Vashaee; Reza Jafari; Djemel Ziou; Mohammad Mehdi Rashidi (Signal Process., 2016)

K-Autoregressive Clustering: Application on Terahertz Image Analysis. - Mohamed Walid Ayech; Djemel Ziou (ICIAR, 2017)

Light Field Estimation in the Ultraviolet Spectrum. - Julien Couillaud; Djemel Ziou; Wafa Benzaoui (ICIAR, 2017)

Classification Using Mixture of Discriminative Learners: The Case of Compositional Data. - Elvis Togban; Djemel Ziou (ICIAR, 2017)

A multiresolution DCT-based blind blur quality measure. - Fatma Kerouh; Djemel Ziou; Amina Serir (IPTA, 2017)

Localisation of topological features using 3D object representations. - Salah Derdar; Djemel Ziou; Nadir Farah; Med Tarek Khadir (IET Image Process., 2017)

Multiple illuminant estimation from the covariance of colors. - Elkhamssa Lakehal; Djemel Ziou; Mohamed Benmohammed (J. Vis. Commun. Image Represent., 2017)

Real-Time Android Application for Traffic Density Estimation. - Fatma Kerouh; Djemel Ziou (IEEE Access, 2018)

ICT Usage and Attitudes Among EAC Undergraduate Students - A Case Study. - Jean-Pierre Niyigena; Qingshan Jiang; A. S. M. Touhidul Hasan; Djemel Ziou; Hui Chen; Peiguang Wang (IEEE Access, 2018)

Classification using hierarchical mixture of discriminative learners: How to achieve high scores with few resources? - Elvis Togban; Djemel Ziou (Expert Syst. Appl., 2018)

Mental model for handwritten keyword spotting. - Youcef Brik; Djemel Ziou (J. Electronic Imaging, 2018)

Computational color constancy from maximal projections mean assumption. - Elkhamssa Lakehal; Djemel Ziou (Multim. Tools Appl., 2018)

Content-based computational chromatic adaptation. - Fatma Kerouh; Djemel Ziou; Nabil Lahmar (Pattern Anal. Appl., 2018)

Histogram modelling-based no reference blur quality measure. - Fatma Kerouh; Djemel Ziou; Amina Serir (Signal Process. Image Commun., 2018)

Unsupervised weld defect classification in radiographic images using multivariate generalized Gaussian mixture model with exact computation of mean and shape parameters. - Nafaa Nacereddine; Aicha-Baya Goumeidane; Djemel Ziou (Comput. Ind., 2019)

A novel correlation filter based on variational calculus. - Djemel Ziou; Dayron Rizo-Rodriguez; Nafaa Nacereddine; Salvatore Tabbone (Signal Process. Image Commun., 2019)

Corrigendum to: "A novel correlation filter based on variational calculus" [Signal Process.: Image Commun. 78 (2019) 77-85]. - Djemel Ziou; Dayron Rizo-Rodriguez; Nafaa Nacereddine; Salvatore Tabbone (Signal Process. Image Commun., 2019)

Satisfied User Ratio Prediction with Support Vector Regression for Compressed Stereo Images. - Chunling Fan; Yun Zhang 002; Raouf Hamzaoui; Djemel Ziou; Qingshan Jiang (ICME Workshops, 2020)

Directional statistics-based quality measure for spotlight color images. - Fatma Kerouh; Djemel Ziou; Qingshan Jiang (Signal Image Video Process., 2020)

Light field variational estimation using a light field formation model. - Julien Couillaud; Djemel Ziou (Vis. Comput., 2020)

Linear Structures Identification in Images Using Scale Space Radon Transform and Multiscale Image Hessian. - Aicha-Baya Goumeidane; Nafaa Nacereddine; Djemel Ziou (MICAI (1), 2021)

Learning-Based Satisfied User Ratio Prediction for Symmetrically and Asymmetrically Compressed Stereoscopic Images. - Chunling Fan; Yun Zhang 002; Raouf Hamzaoui; Djemel Ziou; Qingshan Jiang (IEEE Multim., 2021)

Scale space Radon transform. - Djemel Ziou; Nafaa Nacereddine; Aicha-Baya Goumeidane (IET Image Process., 2021)

3D object recognition through a size function resulting from an invariant topological feature. - Mohammed Ayoub Alaoui Mhamdi; Djemel Ziou (Pattern Recognit., 2021)

Radiometric model for plenoptic image formation. - Julien Couillaud; Djemel Ziou (Vis. Comput., 2021)

Adaptive estimation of Hodge star operator on simplicial surfaces. - Ahmed Fouad El Ouafdi; H. El Houari; Djemel Ziou (Vis. Comput., 2021)

Scale Space Radon Transform for Non Overlapping Thick Ellipses Detection. - Aicha-Baya Goumeidane; Djemel Ziou; Nafaa Nacereddine (IPTA, 2022)

On Scale Space Radon Transform, Properties and Image Reconstruction. - Nafaa Nacereddine; Djemel Ziou; Aicha-Baya Goumeidane (CoRR, 2022)

Identifying color space for improved image display. - Elvis Togban; Fatma Kerouh; Djemel Ziou (IPTA, 2023)

Calculus of functional centrality. - Djemel Ziou (CoRR, 2023)

Scale space radon transform-based inertia axis and object central symmetry estimation. - Aicha-Baya Goumeidane; Djemel Ziou; Nafaa Nacereddine (CoRR, 2023)

Road Lane Tracking Using Constrained Scale Space Radon Transform. - Djemel Ziou; Nafaa Nacereddine; Aicha-Baya Goumeidane (ISCMI, 2024)

Linear Anchored Gaussian Mixture Model for Location and Width Computation of Objects in Thick Line Shape. - Nafaa Nacereddine; Aicha-Baya Goumeidane; Djemel Ziou (CoRR, 2024)

Centrality Estimators for Probability Density Functions. - Djemel Ziou (CoRR, 2024)

Deriving Lehmer and Hölder means as maximum weighted likelihood estimates for the multivariate exponential family. - Djemel Ziou; Issam Fakir (CoRR, 2024)

Hierarchical mixture of discriminative Generalized Dirichlet classifiers. - Elvis Togban; Djemel Ziou (Pattern Recognit., 2024)

Using Maximum Weighted Likelihood to Derive Lehmer and Hölder Families of Means. - Djemel Ziou (IEEE Signal Process. Lett., 2024)

Guided Scale Space Radon Transform for linear structures detection. - Aicha-Baya Goumeidane; Djemel Ziou; Nafaa Nacereddine (Signal Image Video Process., 2024)

Prediction of rare events in the operation of household equipment using co-evolving time series. - Hadia Mecheri; Islam Benamirouche; Feriel Fass; Djemel Ziou; Nassima Kadri (Pattern Anal. Appl., 2024)

Wide Line Segments Detection in Grey-Level Images via Guided Scale Space Radon Transform. - Aicha-Baya Goumeidane; Djemel Ziou; Nafaa Nacereddine; Yala Nawal (IPAS, 2025)

Improved image display by identifying the RGB family color space. - Elvis Togban; Djemel Ziou (Displays, 2025)

Linear anchored Gaussian mixture model for location and width computations of objects in thick line shape. - Nafaa Nacereddine; Aicha-Baya Goumeidane; Djemel Ziou (Int. J. Comput. Math., 2025)