Djemel Ziou

发表

Image Retrieval Based on Region Separation and Multiresolution Analysis

François Dubeau, Riadh Ksantini, Djemel Ziou, 2006, Int. J. Wavelets Multiresolution Inf. Process..

A smart stochastic approach for manifolds smoothing

Djemel Ziou, Ahmed Fouad El Ouafdi, H. Krim, 2008, Comput. Graph. Forum.

Spatial database updating using active contours for multispectral images: application with Landsat 7

Costas Armenakis, Djemel Ziou, S. Jodouin, 2003 .

A predictive model for recurrent consumption behavior: An application on phone calls

Henda Hajjami Ben Ghézala, Djemel Ziou, Mohamed Ramzi Haddad, 2014, Knowl. Based Syst..

Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection

Nizar Bouguila, Wentao Fan, Djemel Ziou, 2011, 2011 IEEE 11th International Conference on Data Mining.

Reducing aliasing in images: a PDE-based diffusion revisited

Djemel Ziou, Alain Horé, 2012, Pattern Recognit..

MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection

Nizar Bouguila, Djemel Ziou, D. Ziou, 2005, MLDM.

Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data

Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet, 2007, NIPS.

A probabilistic approach for shadows modeling and detection

Nizar Bouguila, Djemel Ziou, D. Ziou, 2005, IEEE International Conference on Image Processing 2005.

Production of high-resolution remote sensing images for navigation information infrastructures

Costas Armenakis, Djemel Ziou, Wang Zhijun, 2004 .

Image Thresholding for Weld Defect Extraction in Industrial Radiographic Testing

Djemel Ziou, Latifa Hamami, Nafaâ Nacereddine, 2007 .

Logistic Regression Models for a Fast CBIR Method Based on Feature Selection

Bernard Colin, François Dubeau, Riadh Ksantini, 2007, IJCAI.

Quantization-free parameter space reduction in ellipse detection

Nizar Bouguila, Djemel Ziou, Kuang Chung Chen, 2011, Expert Syst. Appl..

Online clustering via finite mixtures of Dirichlet and minimum message length

Nizar Bouguila, Djemel Ziou, D. Ziou, 2006, Eng. Appl. Artif. Intell..

Shape-Based Image Retrieval Using a New Descriptor Based on the Radon and Wavelet Transforms

Salvatore Tabbone, Djemel Ziou, Latifa Hamami, 2010, 2010 20th International Conference on Pattern Recognition.

A Hierarchial Classification Technique for Semantics-Based Image Retrieval

Djemel Ziou, Mohammed Lamine Kherfi, D. Ziou, 2007 .

Nature-inspired color-filter array for enhancing the quality of images.

Djemel Ziou, Alain Horé, Julien Couillaud, 2012, Journal of the Optical Society of America. A, Optics, image science, and vision.

A Bayesian Kernel Logistic Discriminant Model: An Improvement to the Kernel Fisher's Discriminant

Bernard Colin, François Dubeau, Riadh Ksantini, 2008, AAAI.

Relevance feedback for CBIR: a new approach based on probabilistic feature weighting with positive and negative examples

Djemel Ziou, Mohammed Lamine Kherfi, D. Ziou, 2006, IEEE Transactions on Image Processing.

Illumination Estimation from Dichromatic Planes

Javier Toro, Brian V. Funt, Djemel Ziou, 2005, Color Imaging Conference.

High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length

Nizar Bouguila, Djemel Ziou, D. Ziou, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Energy-efficient transmission scheme of JPEG images over Visual Sensor Networks

Ahmed Khoumsi, Abdelhamid Mammeri, Djemel Ziou, 2008, 2008 33rd IEEE Conference on Local Computer Networks (LCN).

Optimal line detector

Djemel Ziou, D. Ziou, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

A Bayesian Approach for Weighting Boundary and Region Information for Segmentation

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2005, ACIVS.

Fusion-based shape descriptor for weld defect radiographic image retrieval

Djemel Ziou, Latifa Hamami, Nafaa Nacereddine, 2013 .

Depth from defocus using the hermite transform

Shengrui Wang, Djemel Ziou, Jean Vaillancourt, 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

Knowledge-based assistant for the selection of edge detectors

Abder Koukam, Djemel Ziou, A. Koukam, 1998, Pattern Recognit..

Simultaneous Non-gaussian Data Clustering, Feature Selection and Outliers Rejection

Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet, 2011, PReMI.

Classifying Textures with Only 10 Visual-Words Using Hidden Markov Models with Dirichlet Mixtures

Nizar Bouguila, Djemel Ziou, Elise Epaillard, 2014, ICAIS.

Detection of line junctions in gray-level images

Djemel Ziou, François Deschênes, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Autocovariance-based perceptual textural features corresponding to human visual perception

Shengrui Wang, Noureddine Abbadeni, Djemel Ziou, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Object Contour Tracking in Videos by Matching Finite Mixture Models

Djemel Ziou, Mohand Saïd Allili, 2006, 2006 IEEE International Conference on Video and Signal Based Surveillance.

Variational learning of finite Dirichlet mixture models using component splitting

Nizar Bouguila, Wentao Fan, Djemel Ziou, 2014, Neurocomputing.

Advanced Off-Line Statistical Modeling of Eye and Non-Eye Patterns

Nizar Bouguila, Riad I. Hammoud, Djemel Ziou, 2008 .

Phase-based disparity estimation: a spatial approach

Djemel Ziou, François Dubeau, Ali El Zaart, 1997, Proceedings of International Conference on Image Processing.

A cooperative multiscale phase-based disparity algorithm

Djemel Ziou, Claude Laurgeau, Mohammed Ouali, 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

Unsupervised Feature Selection and Learning for Image Segmentation

Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet, 2010, 2010 Canadian Conference on Computer and Robot Vision.

An Edge-Sensing Generic Demosaicing Algorithm With Application to Image Resampling

Djemel Ziou, Alain Horé, 2011, IEEE Transactions on Image Processing.

A global approach for solving evolutive heat transfer for image denoising and inpainting

Djemel Ziou, Marie Flavie Auclair-Fortier, D. Ziou, 2006, IEEE Transactions on Image Processing.

Increasing compression of JPEG images using steganography

Reza Jafari, Abdelhamid Mammeri, Djemel Ziou, 2011, 2011 IEEE International Symposium on Robotic and Sensors Environments (ROSE).

Salvatore Tabbone, Djemel Ziou, Nafaa Naceredine, 2015, Pattern Recognit..

Unsupervised selection of a finite Dirichlet mixture model: an MML-based approach

Nizar Bouguila, Djemel Ziou, D. Ziou, 2006, IEEE Transactions on Knowledge and Data Engineering.

Dirichlet-based probability model applied to human skin detection [image skin detection]

Nizar Bouguila, Djemel Ziou, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Statistical Tools for Weld Defect Evaluation in Radiographic Testing

Djemel Ziou, Latifa Hamami, Nafaâ Nacereddine, 2006 .

Object contour tracking in videos by using adaptive mixture models and shape priors

Djemel Ziou, Mohand Saïd Allili, 2006, CompIMAGE.

Object clustering and recognition using multi-finite mixtures for semantic classes and hierarchy modeling

Nizar Bouguila, Djemel Ziou, Taoufik Bdiri, 2014, Expert Syst. Appl..

Estimation of multi-modal histogram's pdf using a mixture model

Shengrui Wang, Djemel Ziou, Jean Vaillancourt, 1999, Neural Parallel Sci. Comput..

Adaptive B-Spline Model Based Probabilistic Active Contour for Weld Defect Detection in Radiographic Imaging

Djemel Ziou, Latifa Hamami, Aicha-Baya Goumeidane, 2010, IP&C.

Asymmetric Generalized Gaussian Mixture Models and EM Algorithm for Image Segmentation

Salvatore Tabbone, Djemel Ziou, Latifa Hamami, 2010, 2010 20th International Conference on Pattern Recognition.

Object of Interest segmentation and Tracking by Using Feature Selection and Active Contours

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Performance evaluation of first order operators

Shengrui Wang, Djemel Ziou, Jean-Pierre Fabre, 1994, Proceedings of 12th International Conference on Pattern Recognition.

A multiresolution DCT-based blind blur quality measure

Fatma Kerouh, Amina Serir, Djemel Ziou, 2017, 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA).

A New Image Scaling Algorithm Based on the Sampling Theorem of Papoulis and Application to Color Images

Djemel Ziou, Alain Horé, François Deschênes, 2007, Fourth International Conference on Image and Graphics (ICIG 2007).

A local approach for 3D object recognition through a set of size functions

Djemel Ziou, Mohammed Ayoub Alaoui Mhamdi, D. Ziou, 2014, Image Vis. Comput..

Light field variational estimation using a light field formation model

Djemel Ziou, Julien Couillaud, 2018, The Visual Computer.

Light Field Estimation in the Ultraviolet Spectrum

Djemel Ziou, Julien Couillaud, Wafa Benzaoui, 2017, ICIAR.

Increasing image compression rate using steganography

Mohammad Mehdi Rashidi, Reza Jafari, Djemel Ziou, 2013, Expert Syst. Appl..

Automatic Color-Texture Image Segmentation by Using Active Contours

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2006, IWICPAS.

Active contours for video object tracking using region, boundary and shape information

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2007, Signal Image Video Process..

Ship detection in RADARSAT SAR imagery

Maria T. Rey, Shengrui Wang, Qingshan Jiang, 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

Visual Scenes Categorization Using a Flexible Hierarchical Mixture Model Supporting Users Ontology

Nizar Bouguila, Djemel Ziou, Taoufik Bdiri, 2013, 2013 IEEE 25th International Conference on Tools with Artificial Intelligence.

Depth from Defocus Estimation in Spatial Domain

Djemel Ziou, François Deschênes, D. Ziou, 2001, Comput. Vis. Image Underst..

A Robust Video Object Tracking by Using Active Contours

Djemel Ziou, Mohand Saïd Allili, 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06).

Motion Insensitive Detection of Cuts and Gradual Transitions in Digital Videos

Shengrui Wang, Djemel Ziou, Scott Lawrence, 2002 .

On Bayesian analysis of a finite generalized Dirichlet mixture via a Metropolis-within-Gibbs sampling

Nizar Bouguila, Riad I. Hammoud, Djemel Ziou, 2009, Pattern Analysis and Applications.

Content-based computational chromatic adaptation

Fatma Kerouh, Djemel Ziou, Nabil Lahmar, 2018, Pattern Analysis and Applications.

A Versatile Demosaicing Algorithm for Performing Image Zooming

Djemel Ziou, Alain Horé, Marie Flavie Auclair-Fortier, 2012, 2012 Eighth International Conference on Signal Image Technology and Internet Based Systems.

A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling

Nizar Bouguila, Djemel Ziou, Mohand Saïd Allili, 2007, Fourth Canadian Conference on Computer and Robot Vision (CRV '07).

Computational color constancy from maximal projections mean assumption

Djemel Ziou, Elkhamssa Lakehal, D. Ziou, 2017, Multimedia Tools and Applications.

Computational measures corresponding to perceptual textural features

Shengrui Wang, Noureddine Abbadeni, Djemel Ziou, 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

Detection of line junctions and line terminations using curvilinear features

Djemel Ziou, François Deschênes, D. Ziou, 2000, Pattern Recognit. Lett..

A Variational Statistical Framework for Object Detection

Nizar Bouguila, Wentao Fan, Djemel Ziou, 2011, ICONIP.

Localisation of topological features using 3D object representations

Nadir Farah, Djemel Ziou, Med Tarek Khadir, 2017, IET Image Process..

Using Images in Context-Aware Recommender Systems

Djemel Ziou, Sabri Boutemedjet, 2010 .

Radiometric model for plenoptic image formation

Djemel Ziou, Julien Couillaud, 2020, The Visual Computer.

Automated feature weighting and random pixel sampling in k-means clustering for terahertz image segmentation

Djemel Ziou, Mohamed Walid Ayech, D. Ziou, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

A hybrid probabilistic framework for content-based image retrieval with feature weighting

Djemel Ziou, Sabri Boutemedjet, Touati Hamri, 2009, Pattern Recognit..

Image Quality Metrics: PSNR vs. SSIM

Djemel Ziou, Alain Horé, D. Ziou, 2010, 2010 20th International Conference on Pattern Recognition.

Modeling and Adapting JPEG to the Energy Requirements of VSN

Ahmed Khoumsi, Abdelhamid Mammeri, Djemel Ziou, 2008, 2008 Proceedings of 17th International Conference on Computer Communications and Networks.

A Hybrid Feature Extraction Selection Approach for High-Dimensional Non-Gaussian Data Clustering

Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet, 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Terahertz image segmentation using k-means clustering based on weighted feature learning and random pixel sampling

Djemel Ziou, Mohamed Walid Ayech, D. Ziou, 2016, Neurocomputing.

Unsupervised classi cation of weld defects in radiographicimages based on mutivariate generalized Gaussian mixture

Djemel Ziou, Nafaa Nacereddine, Aicha Baya Goumeidane, 2016 .

Generating cubical complexes from image data and computation of the Euler number

Djemel Ziou, Madjid Allili, D. Ziou, 2002, Pattern Recognit..

A system for picture labeling

Shengrui Wang, Djemel Ziou, Béchir el Ayeb, 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

ICT Usage and Attitudes Among EAC Undergraduate Students—A Case Study

Peiguang Wang, Qingshan Jiang, Hui Chen, 2018, IEEE Access.

A Simple Scaling Algorithm Based on Areas Pixels

Djemel Ziou, Alain Horé, François Deschênes, 2008, ICIAR.

Sign Language Recognition using Moment-Based Size Functions

Shengrui Wang, Djemel Ziou, M. Handouyahia, 1999 .

Classification of text documents and extraction of semantically related words using hierarchical Latent Dirichlet Allocation

Nizar Bouguila, Djemel Ziou, Imane Chatri, 2015 .

Adaptive Elimination of False Edges for First Order Detectors

Salvatore Tabbone, Djemel Ziou, 1995, ICIAP.

Terahertz image segmentation based on K-harmonic-means clustering and statistical feature extraction modeling

Djemel Ziou, Mohamed Walid Ayech, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

An approach for dynamic combination of region and boundary information in segmentation

Djemel Ziou, Mohand Saïd Allili, 2008, 2008 19th International Conference on Pattern Recognition.

A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture

Nizar Bouguila, Djemel Ziou, D. Ziou, 2006, IEEE Transactions on Image Processing.

Homotopy-based computation of defocus blur and affine transform

Djemel Ziou, François Deschênes, 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications

Nizar Bouguila, Djemel Ziou, 2005, Pattern Recognit. Lett..

Rotation Invariance in Edge Detection

Djemel Ziou, Jean-Pierre Fabre, D. Ziou, 1993, CAIP.

A comparative analysis of image fusion methods

Qingquan Li, Costas Armenakis, Deren Li, 2005, IEEE Transactions on Geoscience and Remote Sensing.

Combining visual features with semantics for a more effective image retrieval

Djemel Ziou, Mohammed Lamine Kherfi, D. Brahmi, 2004, ICPR 2004.

A Dirichlet Process Mixture of Generalized Dirichlet Distributions for Proportional Data Modeling

Nizar Bouguila, Djemel Ziou, D. Ziou, 2010, IEEE Transactions on Neural Networks.

Unsupervised weld defect classification in radiographic images using multivariate generalized Gaussian mixture model with exact computation of mean and shape parameters

Djemel Ziou, Aicha-Baya Goumeidane, Nafaa Naceredine, 2019, Comput. Ind..

A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration

Nizar Bouguila, Djemel Ziou, D. Ziou, 2005, PReMI.

Computer Vision Color Constancy from Maximal Projections Mean Assumption

Djemel Ziou, Elkhamssa Lakehal, D. Ziou, 2016, ICISP.

Segmentation of Terahertz imaging using k-means clustering based on ranked set sampling

Djemel Ziou, Mohamed Walid Ayech, D. Ziou, 2015, Expert Syst. Appl..

Morse Connections Graph for Shape Representation

Djemel Ziou, Madjid Allili, David Corriveau, 2005, ACIVS.

Improving Image Acquisition: A Fish-Inspired Solution

Djemel Ziou, Alain Horé, Julien Couillaud, 2012, ACIVS.

Unsupervised Learning of a Finite Discrete Mixture Model Based on the Multinomial Dirichlet Distribution: Application to Texture Modeling

Nizar Bouguila, Djemel Ziou, 2004, PRIS.

Super-resolution based on interpolation and global sub pixel translation

Djemel Ziou, François Deschênes, Kamel Mecheri, 2007, Fourth Canadian Conference on Computer and Robot Vision (CRV '07).

A computational algebraic topology approach for optical flow

Djemel Ziou, Madjid Allili, Marie Flavie Auclair-Fortier, 2002, Object recognition supported by user interaction for service robots.

Weighted Pseudometric Discriminatory Power Improvement Using a Bayesian Logistic Regression Model Based on a Variational Method

Bernard Colin, François Dubeau, Riadh Ksantini, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Satisfied User Ratio Prediction with Support Vector Regression for Compressed Stereo Images

Qingshan Jiang, Yun Zhang, Djemel Ziou, 2020, 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

Eye-gaze estimation under various head positions and iris states

Reza Jafari, Djemel Ziou, D. Ziou, 2015, Expert Syst. Appl..

An Edge-Sensing Universal Demosaicing Algorithm

Djemel Ziou, Alain Horé, 2010, ACIVS.

Image model: new perspective for image processing and computer vision

Djemel Ziou, Madjid Allili, 2004, IS&T/SPIE Electronic Imaging.

Variational Bayesian Approach for Long-Term Relevance Feedback

Djemel Ziou, Sabri Boutemedjet, 2009, PAKDD.

A statistical framework for online learning using adjustable model selection criteria

Nizar Bouguila, Djemel Ziou, Taoufik Bdiri, 2016, Eng. Appl. Artif. Intell..

An automatic segmentation combining mixture analysis and adaptive region information: a level set approach

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2005, The 2nd Canadian Conference on Computer and Robot Vision (CRV'05).

Content Makes the Difference in Compression Standard Quality Assessment

Djemel Ziou, Guido Manfredi, Marie Flavie Auclair-Fortier, 2011, ACIVS.

MML-Based Approach for High-Dimensional Unsupervised Learning Using the Generalized Dirichlet Mixture

Nizar Bouguila, Djemel Ziou, D. Ziou, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops.

Recovery of two transparent primitive images from two frames

Rubén Medina, Javier Toro, Djemel Ziou, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Long-term relevance feedback and feature selection for adaptive content based image suggestion

Djemel Ziou, Sabri Boutemedjet, D. Ziou, 2010, Pattern Recognit..

Generalized Exposure Fusion Weights Estimation

Djemel Ziou, Rachid Nourine, Mohammed Elamine Moumene, 2014, 2014 Canadian Conference on Computer and Robot Vision.

Globally adaptive region information for automatic color-texture image segmentation

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2007, Pattern Recognit. Lett..

Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications

Nizar Bouguila, Djemel Ziou, Ernest Monga, 2006, Stat. Comput..

Pseudometric generating property and autocontinuity of fuzzy measures

George J. Klir, Zhenyuan Wang, Shengrui Wang, 2000, Fuzzy Sets Syst..

Histogram modelling-based no reference blur quality measure

Fatma Kerouh, Amina Serir, Djemel Ziou, 2018, Signal Process. Image Commun..

Exploiting Color Constancy for Compensating Projected Images on Non-white Light Projection Screen

Djemel Ziou, Abdeldjalil Madi, Frederic Dhalleine, 2013, 2013 International Conference on Computer and Robot Vision.

Visual Aspect: A Unified Content-Based Collaborative Filtering Model for Visual Document Recommendation

Djemel Ziou, Sabri Boutemedjet, D. Ziou, 2006, ICIAR.

A generic demosaicing algorithm based on a diffusion model

Djemel Ziou, Alain Horé, Marie Flavie Auclair-Fortier, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Improving CBIR systems by integrating semantic features

Djemel Ziou, Djamel Brahmi, 2004, First Canadian Conference on Computer and Robot Vision, 2004. Proceedings..

Morse homology descriptor for shape characterization

Djemel Ziou, Madjid Allili, David Corriveau, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

A Computational Algebraic Topology Model for the Deformation of Curves

Djemel Ziou, Madjid Allili, Marie Flavie Auclair-Fortier, 2002, AMDO.

Anisotropic adaptive method for triangular meshes smoothing

Djemel Ziou, Ahmed Fouad El Ouafdi, H. El Houari, 2015, IET Image Process..

Object Recognition Using Radon Transform-Based RST Parameter Estimation

Salvatore Tabbone, Djemel Ziou, Nafaa Naceredine, 2012, ACIVS.

A Graphical Model for Content Based Image Suggestion and Feature Selection

Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet, 2007, PKDD.

A model-driven approach for context-aware recommendation

Djemel Ziou, Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, 2012, 2012 International Conference on Multimedia Computing and Systems.

Adaptive Appearance Model for Object Contour Tracking in Videos

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2007, Fourth Canadian Conference on Computer and Robot Vision (CRV '07).

Computational algebraic topology-based video restoration

Djemel Ziou, Marie Flavie Auclair-Fortier, Alban Rochel, 2005, IS&T/SPIE Electronic Imaging.

Dense disparity estimation using Gabor filters and image derivatives

Djemel Ziou, Claude Laurgeau, Mohammed Ouali, 1999, Second International Conference on 3-D Digital Imaging and Modeling (Cat. No.PR00062).

The influence of edge direction on the estimation of edge contrast and orientation

Djemel Ziou, D. Ziou, 2001, Pattern Recognit..

Image Retrieval from the World Wide Web: Issues, Techniques, and Systems

Djemel Ziou, Mohammed Lamine Kherfi, Alan Bernardi, 2004, CSUR.

Segmentation of SAR images

Shengrui Wang, Qingshan Jiang, Djemel Ziou, 2002, Pattern Recognit..

Keyword Spotting Scores Fusion based on Fuzzy Integral and Curvelet Descriptor

Djemel Ziou, Youcef Brik, 2020, 2020 International Conference on Electrical, Communication, and Computer Engineering (ICECCE).

Improved estimation of defocus blur and spatial shifts in spatial domain: a homotopy-based approach

Djemel Ziou, P. Fuchs, François Deschênes, 2003, Pattern Recognit..

Variational Learning for Finite Dirichlet Mixture Models and Applications

Nizar Bouguila, Wentao Fan, Djemel Ziou, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Ranked k-means clustering for terahertz image segmentation

Djemel Ziou, Mohamed Walid Ayech, D. Ziou, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Wavelet Filters Evaluation in Power Constrained Visual Sensor Networks

Ahmed Khoumsi, Djemel Ziou, Brahim Hadjou, 2012 .

Contextual and non-contextual performance evaluation of edge detectors

Djemel Ziou, T. B. Nguyen, D. Ziou, 2000, Pattern Recognit. Lett..

A novel correlation filter based on variational calculus

Salvatore Tabbone, Djemel Ziou, Nafaa Naceredine, 2019, Signal Process. Image Commun..

Efficient steganalysis of images: learning is good for anticipation

Reza Jafari, Djemel Ziou, 2012, Pattern Analysis and Applications.

A global CAT approach for graylevel diffusion

Djemel Ziou, Madjid Allili, Marie Flavie Auclair-Fortier, 2003, Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings..

Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization

Nizar Bouguila, Djemel Ziou, D. Ziou, 2007, J. Vis. Commun. Image Represent..

Finite Gamma mixture modelling using minimum message length inference: application to SAR image analysis

Nizar Bouguila, Djemel Ziou, Mohand Saïd Allili, 2009 .

Recovering the shading image under known illumination

Javier Toro, Djemel Ziou, Marie Flavie Auclair-Fortier, 2004, First Canadian Conference on Computer and Robot Vision, 2004. Proceedings..

Passive depth from defocus using a spatial domain approach

Djemel Ziou, D. Ziou, 1998, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271).

Corrigendum to: "A novel correlation filter based on variational calculus" [Signal Process.: Image Commun. 78 (2019) 77-85]

Salvatore Tabbone, Djemel Ziou, Nafaa Naceredine, 2019, Signal Process. Image Commun..

Immersive Simulation of the Reduction of Femoral Diaphyseal Fracture

Djemel Ziou, Mohamed Mediouni, François Cabana, 2017 .

Color constancy for visual compensation of projector displayed image

Djemel Ziou, Abdeldjalil Madi, D. Ziou, 2014, Displays.

A global physical method for manifold smoothing

Djemel Ziou, Ahmed Fouad El Ouafdi, 2008, 2008 IEEE International Conference on Shape Modeling and Applications.

Mental model for handwritten keyword spotting

Djemel Ziou, Youcef Brik, 2018, J. Electronic Imaging.

Reducing aliasing in images: A simple diffusion equation based on the inverse diffusivity

Djemel Ziou, Alain Horé, 2011, 2011 18th IEEE International Conference on Image Processing.

Towards a Generic Architecture for Recommenders Benchmarking

Henda Hajjami Ben Ghézala, Djemel Ziou, Mohamed Ramzi Haddad, 2015, ICAART.

Hybrid Shape Descriptors for an Improved Weld Defect Retrieval in Radiographic Testing

Djemel Ziou, Nafaa Naceredine, 2014, IP&C.

Image and Video Segmentation by Combining Unsupervised Generalized Gaussian Mixture Modeling and Feature Selection

Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet, 2010, IEEE Transactions on Circuits and Systems for Video Technology.

Fast Exposure Fusion Based on Histograms Segmentation

Djemel Ziou, Rachid Nourine, Mohammed Elamine Moumene, 2014, ICISP.

Content based Computational Chromatic Adaptation

Fatma Kerouh, Djemel Ziou, Nabil Lahmar, 2016, VISIGRAPP.

Classification using hierarchical mixture of discriminative learners: How to achieve high scores with few resources?

Djemel Ziou, Elvis Togban, 2018, Expert Syst. Appl..

Neuroanatomy Registration: An Algebraic-Topology Based Approach

Layachi Bentabet, Djemel Ziou, 2004, AMDO.

Combining positive and negative examples in relevance feedback for content-based image retrieval

Djemel Ziou, Mohammed Lamine Kherfi, Alan Bernardi, 2003, J. Vis. Commun. Image Represent..

Unsupervised learning of a finite gamma mixture using MML: application to SAR image analysis

Nizar Bouguila, Djemel Ziou, 2004, ICPR 2004.

Image matching using algebraic topology

Djemel Ziou, Madjid Allili, Salah Derdar, 2006, Electronic Imaging.

A Hierarchical Statistical Framework for the Extraction of Semantically Related Words in Textual Documents

Nizar Bouguila, Djemel Ziou, Weijia Su, 2013, RSKT.

Real-Time Android Application for Traffic Density Estimation

Djemel Ziou, Fatma Kerouh, 2018, IEEE Access.

Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application

Nizar Bouguila, Djemel Ziou, Jean Vaillancourt, 2004, IEEE Transactions on Image Processing.

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 .

Combination of imagery - a study on various methods

Costas Armenakis, Djemel Ziou, Wang Zhijun, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

Object tracking in videos using adaptive mixture models and active contours

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2008, Neurocomputing.

Quaternion-based Local Binary Patterns for illumination invariant face recognition

Djemel Ziou, Dayron Rizo-Rodriguez, D. Ziou, 2015, 2015 International Conference on Biometrics (ICB).

Image retrieval based on feature weighting and relevance feedback

Djemel Ziou, Mohammed Lamine Kherfi, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models

Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet, 2007, ICIAR.

Unsupervised learning of a finite gamma mixture using MML: application to SAR image analysis

Nizar Bouguila, Djemel Ziou, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

An unified approach for a simultaneous and cooperative estimation of defocus blur and spatial shifts

Djemel Ziou, P. Fuchs, François Deschênes, 2004, Image Vis. Comput..

A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling

Nizar Bouguila, Riad I. Hammoud, Djemel Ziou, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Line detection using an optimal IIR filter

Djemel Ziou, D. Ziou, 1991, Pattern Recognit..

Gaze estimation using Kinect/PTZ camera

Reza Jafari, Djemel Ziou, 2012, 2012 IEEE International Symposium on Robotic and Sensors Environments Proceedings.

Asymmetric Generalized Gaussian Mixtures for Radiographic Image Segmentation

Djemel Ziou, Nafaa Naceredine, D. Ziou, 2015, CORES.

An automatic segmentation of color images by using a combination of mixture modelling and adaptive region information: a level set approach

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2005, IEEE International Conference on Image Processing 2005.

Homotopy-based estimation of depth cues in spatial domain

Djemel Ziou, P. Fuchs, François Deschênes, 2002, Object recognition supported by user interaction for service robots.

Global diffusion method for smoothing triangular mesh

Djemel Ziou, Ahmed Fouad El Ouafdi, D. Ziou, 2015, The Visual Computer.

A homotopy-based approach for computing defocus blur and affine transform simultaneously

Djemel Ziou, P. Fuchs, François Deschênes, 2008, Pattern Recognit..

Isotropic processing for gradient estimation

Shengrui Wang, Djemel Ziou, D. Ziou, 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference

Nizar Bouguila, Wentao Fan, Djemel Ziou, 2013, IEEE Transactions on Knowledge and Data Engineering.

A novel Bayesian logistic discriminant model: An application to face recognition

Bernard Colin, Boubakeur Boufama, Riadh Ksantini, 2010, Pattern Recognit..

Probabilistic deformable models for weld defact contour estimation in radiography

Djemel Ziou, Latifa Hamami, Nafaa Nacereddine, 2006 .

Multinomial Bayesian Kernel Logistic Discriminant Based Method for Skin Detection

Djemel Ziou, Nadjia Benblidia, Idir Filali, 2012, 2012 Eighth International Conference on Signal Image Technology and Internet Based Systems.

Simultaneous Computation of Defocus Blur and Apparent Shifts in Spatial Domain

Djemel Ziou, Philippe Fuchs, François Deschenes, 2002 .

Is there a relationship between peak-signal-to-noise ratio and structural similarity index measure?

Djemel Ziou, Alain Horé, D. Ziou, 2013, IET Image Process..

Variational Learning of Finite Inverted Dirichlet Mixture Models and Applications

Nizar Bouguila, Djemel Ziou, Parisa Tirdad, 2015, Artificial Intelligence Applications in Information and Communication Technologies.

Predictive Approach for User Long-Term Needs in Content-Based Image Suggestion

Djemel Ziou, Sabri Boutemedjet, D. Ziou, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Behavior of the Laplacian of Gaussian Extrema

Salvatore Tabbone, Djemel Ziou, L. Alonso, 2005, Journal of Mathematical Imaging and Vision.

Topological feature extraction using algebraic topology

Djemel Ziou, Madjid Allili, Salah Derdar, 2007, Electronic Imaging.

Multiple illuminant estimation from the covariance of colors

Mohamed Benmohammed, Djemel Ziou, Elkhamssa Lakehal, 2017, J. Vis. Commun. Image Represent..

Effects of edge orientation on the performance of first-order operators

Djemel Ziou, Jean-Pierre Fabre, D. Ziou, 1994, Pattern Recognit. Lett..

Statistical modelling of multimodal SAR images

Djemel Ziou, Ali El-Zaart, A. El-Zaart, 2007 .

A New Super-Resolution Algorithm Based on Areas Pixels and the Sampling Theorem of Papoulis

Djemel Ziou, Alain Horé, François Deschênes, 2008, ICIAR.

An Information Filtering Approach for the Page Zero Problem

Djemel Ziou, Sabri Boutemedjet, D. Ziou, 2006, MRCS.

Rotation invariant HOG for object localization in web images

Mohammad Mehdi Rashidi, Reza Jafari, Djemel Ziou, 2016, Signal Process..

A powerful finite mixture model based on the generalized Dirichlet distribution: unsupervised learning and applications

Nizar Bouguila, Djemel Ziou, D. Ziou, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Un modèle de recommandation contextuel pour la prédiction des intérêts des consommateurs sur le Web

Henda Hajjami Ben Ghézala, Djemel Ziou, Mohamed Ramzi Haddad, 2015, IC.

Color Correction Problem of Image Displayed on Non-white Projection Screen

Djemel Ziou, Abdeldjalil Madi, D. Ziou, 2013, ICIAR.

Using Gabor decomposition to improve dense disparity estimation

C. Laurgeau, Djemel Ziou, Mohammed Ouali, 1999, Optics & Photonics.

Image classification and retrieval on the World Wide Web

Shengrui Wang, Noureddine Abbadeni, Djemel Ziou, 1999, DL '99.

Image Collection Organization and Its Application to Indexing, Browsing, Summarization, and Semantic Retrieval

Djemel Ziou, Mohammed Lamine Kherfi, 2007, IEEE Transactions on Multimedia.

K-Autoregressive Clustering: Application on Terahertz Image Analysis

Djemel Ziou, Mohamed Walid Ayech, 2017, ICIAR.

Edge Detection Techniques-An Overview

Djemel Ziou, Salvatore Tabbone, D. Ziou, 1998 .

Global computational algebraic topology approach for diffusion

Djemel Ziou, Madjid Allili, Marie Flavie Auclair-Fortier, 2004, IS&T/SPIE Electronic Imaging.

Statistical inference and distribution selection for sar image analysis: a mixture-based approach

Djemel Ziou, Ali El Zaart, Goze Bertin Benie, 2001 .

Weighted pseudo-metric for a fast CBIR method

Bernard Colin, Riadh Ksantini, Djemel Ziou, 2006 .

Color Space Identification for Image Display

Fatma Kerouh, Djemel Ziou, Martin Vezina, 2015, ICIAR.

Topological feature extraction in binary images

Djemel Ziou, Madjid Allili, 2001, Proceedings of the Sixth International Symposium on Signal Processing and its Applications (Cat.No.01EX467).

Survey of Work on Road Extraction in Aerial and Satellite Images

Costas Armenakis, Djemel Ziou, M. F. Auclair Fortier, 2002 .

Likelihood-based feature relevance for figure-ground segmentation in images and videos

Djemel Ziou, Mohand Saïd Allili, 2015, Neurocomputing.

Enhancement of the Quality of Images through Complex Mosaic Configurations

Djemel Ziou, Alain Horé, Tayeb Medjeldi, 2009, ICIAR.

A further investigation for fuzzy measures on metric spaces

Shengrui Wang, Qingshan Jiang, Djemel Ziou, 1999, Fuzzy Sets Syst..

Relevance Feedback in Image Retrieval: A New Approach using Positive and Negative Examples

Djemel Ziou, Mohammed Lamine Kherfi, Alan Bernardi, 2003, IS&T/SPIE Electronic Imaging.

A countably infinite mixture model for clustering and feature selection

Nizar Bouguila, Djemel Ziou, D. Ziou, 2011, Knowledge and Information Systems.

Thresholding techniques and their performance evaluation for weld defect detection in radiographic testing

Djemel Ziou, Latifa Hamami, Nafaa Nacereddine, 2006 .

The selection of edge detectors using local image structure

Abder Koukam, Djemel Ziou, 1995, Proceedings of 7th IEEE International Conference on Tools with Artificial Intelligence.

Head Pose Classification Using a Bidimensional Correlation Filter

Djemel Ziou, Nafaa Naceredine, Dayron Rizo-Rodriguez, 2015, ICIAR.

Efficient edge detection using two scales

Salvatore Tabbone, Djemel Ziou, 1993, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization

Nizar Bouguila, Djemel Ziou, D. Ziou, 2009, PAKDD.

A New Image Scaling Algorithm Based on the Sampling Theorem of Papoulis and Application to Color Images

Djemel Ziou, Alain Horé, François Deschenes, 2007 .

Efficient topological descriptor for shape representation

Djemel Ziou, Madjid Allili, David Corriveau, 2005, IS&T/SPIE Electronic Imaging.

Towards a new model for context-aware recommendation

Henda Hajjami Ben Ghézala, Djemel Ziou, Mohamed Ramzi Haddad, 2012, 2012 6th IEEE International Conference Intelligent Systems.

Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification

Nizar Bouguila, Djemel Ziou, Jean Vaillancourt, 2003, MLDM.

Using Feature Selection For Object Segmentation and Tracking

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2007, Fourth Canadian Conference on Computer and Robot Vision (CRV '07).

Classification Using Mixture of Discriminative Learners: The Case of Compositional Data

Djemel Ziou, Elvis Togban, 2017, ICIAR.

Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation

Nizar Bouguila, Djemel Ziou, Mohand Saïd Allili, 2007, Fourth Canadian Conference on Computer and Robot Vision (CRV '07).

A Graphical Model for Context-Aware Visual Content Recommendation

Djemel Ziou, Sabri Boutemedjet, D. Ziou, 2008, IEEE Transactions on Multimedia.

Automatic colour–texture image segmentation using active contours

Djemel Ziou, Mohand Saïd Allili, D. Ziou, 2007, Int. J. Comput. Math..

A multi-scale edge detector

Salvatore Tabbone, Djemel Ziou, D. Ziou, 1993, Pattern Recognit..

Road vectors update using SAR imagery: a snake-based method

Layachi Bentabet, Djemel Ziou, Jean Vaillancourt, 2003, IEEE Trans. Geosci. Remote. Sens..

A Statistical Framework for Mental Targets Search Using Mixture Models

Nizar Bouguila, Djemel Ziou, Taoufik Bdiri, 2015, Artificial Intelligence Applications in Information and Communication Technologies.

A Generative Graphical Model for Collaborative Filtering of Visual Content

Djemel Ziou, Sabri Boutemedjet, D. Ziou, 2006, ICDM.

Segmentation of small vehicle targets in SAR images

Shengrui Wang, Djemel Ziou, Elmehdi Aitnouri, 2002, SPIE Defense + Commercial Sensing.

Model-based subspace clustering of non-Gaussian data

Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet, 2010, Neurocomputing.

Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation

Nizar Bouguila, Djemel Ziou, Mohand Saïd Allili, 2007, Fourth Canadian Conference on Computer and Robot Vision (CRV '07).

Enhanced Depth from Defocus Estimation: Tolerance to Spatial Displacements

Djemel Ziou, Philippe Fuchs, François Deschenes, 2001 .

On Fitting Finite Dirichlet Mixture Using ECM and MML

Nizar Bouguila, Djemel Ziou, D. Ziou, 2005, ICAPR.

Learning from negative example in relevance feedback for content-based image retrieval

Djemel Ziou, Mohammed Lamine Kherfi, Alan Bernardi, 2002, Object recognition supported by user interaction for service robots.

Variational Bayesian inference for infinite generalized inverted Dirichlet mixtures with feature selection and its application to clustering

Nizar Bouguila, Djemel Ziou, Taoufik Bdiri, 2015, Applied Intelligence.

Linear Structures Identification in Images Using Scale Space Radon Transform and Multiscale Image Hessian

Djemel Ziou, Aicha-Baya Goumeidane, Nafaa Naceredine, 2021, Mexican International Conference on Artificial Intelligence.

Learning-Based Satisfied User Ratio Prediction for Symmetrically and Asymmetrically Compressed Stereoscopic Images

Qingshan Jiang, Raouf Hamzaoui, Djemel Ziou, 2021, IEEE MultiMedia.

3D object recognition through a size function resulting from an invariant topological feature

Djemel Ziou, Mohammed Ayoub Alaoui Mhamdi, D. Ziou, 2021, Pattern Recognition.

Scale space Radon transform

Djemel Ziou, Nafaa Nacereddine, Aicha Baya Goumeidane, 2021, IET Image Process..

A PHYSICS-BASED MODEL FOR ACTIVE CONTOURS: A COMPUTATIONAL ALGEBRAIC TOPOLOGY APPROACH

Djemel Ziou, Madjid Allili, D. Ziou, 2002 .

AUTOMATIC CHANGE DETECTION AND UPDATING OF TOPOGRAPHIC DATABASES BY USING SATELLITE IMAGERY: A LEVEL SET APPROACH

Djemel Ziou, Mohand Saïd Allili, 2005 .

An Algorithm for Determination of the Number of Modes for pdf Estimation of multi-modal Histograms

Shengrui Wang, Djemel Ziou, Langis Gagnon, 1999 .

Automated Correction and Updating of Road Databases from High-Resolution Imagery

Shengrui Wang, Costas Armenakis, Djemel Ziou, 2001 .

Textural Features Corresponding to Human Visual Perception

Shengrui Wang, Noureddine Abbadeni, Djemel Ziou, 2000 .

AUTOMATED CORRECTION AND UPDATING OF ROADS FROM AERIAL ORTHO-IMAGES

Shengrui Wang, Costas Armenakis, Djemel Ziou, 2000 .

Controlling Mixture Component Overlap for Clustering Algorithms Evaluation 1

Shengrui Wang, Djemel Ziou, E. Aitnouri, 2002 .

Energy-aware JPEG for Visual Sensor networks

Ahmed Khoumsi, Abdelhamid Mammeri, Djemel Ziou, 2008 .

Automatic Detection for Ship Targets in RADARSAT SAR Images from Coastal Regions

Shengrui Wang, Qingshan Jiang, Djemel Ziou, 1999 .

Automatic Detection for Ship Target in SAR Imagery Using PNN-Model

Shengrui Wang, Djemel Ziou, E. Aitnouri, 2000 .

Unsupervised Feature Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference

Nizar Bouguila, Wentao Fan, Djemel Ziou, 2012 .