Djemel Ziou

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 52

Top Venues

ICIAR

CoRR

Expert Syst. Appl.

Vis. Comput.

National Polytechnic Institute of Lorraine, Nancy, France (PHD)

Education History

National Polytechnic Institute of Lorraine, Nancy, France

PHD

Publications

Hadia Mecheri, Islam Benamirouche, Feriel Fass, Djemel Ziou, Nassima Kadri
Prediction of rare events in the operation of household equipment using co-evolving time series. CoRR (2023)
Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine
Guided Scale Space Radon Transform for linear structures detection. CoRR (2023)
Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine
Scale space radon transform-based inertia axis and object central symmetry estimation. CoRR (2023)
Djemel Ziou
Calculus of functional centrality. CoRR (2023)
Elvis Togban, Fatma Kerouh, Djemel Ziou
Identifying color space for improved image display. IPTA (2023)
Nafaa Nacereddine, Djemel Ziou, Aicha-Baya Goumeidane
On Scale Space Radon Transform, Properties and Image Reconstruction. CoRR (2022)
Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine
Scale Space Radon Transform for Non Overlapping Thick Ellipses Detection. IPTA (2022)
Mohammed Ayoub Alaoui Mhamdi, Djemel Ziou
3D object recognition through a size function resulting from an invariant topological feature. Pattern Recognit. 120 (2021)
Ahmed Fouad El Ouafdi, H. El Houari, Djemel Ziou
Adaptive estimation of Hodge star operator on simplicial surfaces. Vis. Comput. 37 (6) (2021)
Aicha-Baya Goumeidane, Nafaa Nacereddine, Djemel Ziou
Linear Structures Identification in Images Using Scale Space Radon Transform and Multiscale Image Hessian. MICAI (1) (2021)
Chunling Fan, Yun Zhang, Raouf Hamzaoui, Djemel Ziou, Qingshan Jiang
Learning-Based Satisfied User Ratio Prediction for Symmetrically and Asymmetrically Compressed Stereoscopic Images. IEEE Multim. 28 (3) (2021)
Djemel Ziou, Nafaa Nacereddine, Aicha-Baya Goumeidane
Scale space Radon transform. IET Image Process. 15 (9) (2021)
Julien Couillaud, Djemel Ziou
Radiometric model for plenoptic image formation. Vis. Comput. 37 (6) (2021)
Julien Couillaud, Djemel Ziou
Light field variational estimation using a light field formation model. Vis. Comput. 36 (2) (2020)
Chunling Fan, Yun Zhang, Raouf Hamzaoui, Djemel Ziou, Qingshan Jiang
Satisfied User Ratio Prediction with Support Vector Regression for Compressed Stereo Images. ICME Workshops (2020)
Fatma Kerouh, Djemel Ziou, Qingshan Jiang
Directional statistics-based quality measure for spotlight color images. Signal Image Video Process. 14 (6) (2020)
Djemel Ziou, Dayron Rizo-Rodriguez, Nafaa Nacereddine, Salvatore Tabbone
A novel correlation filter based on variational calculus. Signal Process. Image Commun. 78 (2019)
Djemel Ziou, Dayron Rizo-Rodriguez, Nafaa Nacereddine, Salvatore Tabbone
Corrigendum to: "A novel correlation filter based on variational calculus" [Signal Process.: Image Commun. 78 (2019) 77-85]. Signal Process. Image Commun. 78 (2019)
Nafaa Nacereddine, Aicha-Baya Goumeidane, Djemel Ziou
Unsupervised weld defect classification in radiographic images using multivariate generalized Gaussian mixture model with exact computation of mean and shape parameters. Comput. Ind. 108 (2019)
Jean-Pierre Niyigena, Qingshan Jiang, A. S. M. Touhidul Hasan, Djemel Ziou, Hui Chen, Peiguang Wang
ICT Usage and Attitudes Among EAC Undergraduate Students - A Case Study. IEEE Access 6 (2018)
Elvis Togban, Djemel Ziou
Classification using hierarchical mixture of discriminative learners: How to achieve high scores with few resources? Expert Syst. Appl. 96 (2018)
Fatma Kerouh, Djemel Ziou, Nabil Lahmar
Content-based computational chromatic adaptation. Pattern Anal. Appl. 21 (4) (2018)
Fatma Kerouh, Djemel Ziou
Real-Time Android Application for Traffic Density Estimation. IEEE Access 6 (2018)
Youcef Brik, Djemel Ziou
Mental model for handwritten keyword spotting. J. Electronic Imaging 27 (05) (2018)
Fatma Kerouh, Djemel Ziou, Amina Serir
Histogram modelling-based no reference blur quality measure. Signal Process. Image Commun. 60 (2018)
Elkhamssa Lakehal, Djemel Ziou
Computational color constancy from maximal projections mean assumption. Multim. Tools Appl. 77 (16) (2018)
Elkhamssa Lakehal, Djemel Ziou, Mohamed Benmohammed
Multiple illuminant estimation from the covariance of colors. J. Vis. Commun. Image Represent. 46 (2017)
Mohamed Walid Ayech, Djemel Ziou
K-Autoregressive Clustering: Application on Terahertz Image Analysis. ICIAR (2017)
Salah Derdar, Djemel Ziou, Nadir Farah, Med Tarek Khadir
Localisation of topological features using 3D object representations. IET Image Process. 11 (8) (2017)
Elvis Togban, Djemel Ziou
Classification Using Mixture of Discriminative Learners: The Case of Compositional Data. ICIAR (2017)
Fatma Kerouh, Djemel Ziou, Amina Serir
A multiresolution DCT-based blind blur quality measure. IPTA (2017)
Julien Couillaud, Djemel Ziou, Wafa Benzaoui
Light Field Estimation in the Ultraviolet Spectrum. ICIAR (2017)
Mohamed Walid Ayech, Djemel Ziou
Terahertz image segmentation using k-means clustering based on weighted feature learning and random pixel sampling. Neurocomputing 175 (2016)
Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
Variational Bayesian inference for infinite generalized inverted Dirichlet mixtures with feature selection and its application to clustering. Appl. Intell. 44 (3) (2016)
Elkhamssa Lakehal, Djemel Ziou
Computer Vision Color Constancy from Maximal Projections Mean Assumption. ICISP (2016)
Fatma Kerouh, Djemel Ziou, Nabil Lahmar
Content based Computational Chromatic Adaptation. VISIGRAPP (2: IVAPP) (2016)
Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
A statistical framework for online learning using adjustable model selection criteria. Eng. Appl. Artif. Intell. 49 (2016)
Ali Vashaee, Reza Jafari, Djemel Ziou, Mohammad Mehdi Rashidi
Rotation invariant HOG for object localization in web images. Signal Process. 125 (2016)
Djemel Ziou, Dayron Rizo-Rodriguez, Antoine Tabbone, Nafaa Nacereddine
Head Pose Classification Using a Bidimensional Correlation Filter. ICIAR (2015)
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Hajjami Ben Ghézala
Towards a Generic Architecture for Recommenders Benchmarking. ICAART (2) (2015)
Dayron Rizo-Rodriguez, Djemel Ziou
Quaternion-based Local Binary Patterns for illumination invariant face recognition. ICB (2015)
Reza Jafari, Djemel Ziou
Eye-gaze estimation under various head positions and iris states. Expert Syst. Appl. 42 (1) (2015)
Mohamed Walid Ayech, Djemel Ziou
Ranked k-means clustering for terahertz image segmentation. ICIP (2015)
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Ben Ghézala
Un modèle de recommandation contextuel pour la prédiction des intérêts des consommateurs sur le Web. IC (2015)
Mohand Saïd Allili, Djemel Ziou
Likelihood-based feature relevance for figure-ground segmentation in images and videos. Neurocomputing 167 (2015)
Nafaa Nacereddine, Djemel Ziou
Asymmetric Generalized Gaussian Mixtures for Radiographic Image Segmentation. CORES (2015)
Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou
Similarity transformation parameters recovery based on Radon transform. Application in image registration and object recognition. Pattern Recognit. 48 (7) (2015)
Mohamed Walid Ayech, Djemel Ziou
Automated feature weighting and random pixel sampling in k-means clustering for terahertz image segmentation. CVPR Workshops (2015)
Mohamed Walid Ayech, Djemel Ziou
Segmentation of Terahertz imaging using k-means clustering based on ranked set sampling. Expert Syst. Appl. 42 (6) (2015)
Martin Vezina, Djemel Ziou, Fatma Kerouh
Color Space Identification for Image Display. ICIAR (2015)
Ahmed Fouad El Ouafdi, Djemel Ziou
Global diffusion method for smoothing triangular mesh. Vis. Comput. 31 (3) (2015)
Ahmed Fouad El Ouafdi, H. El Houari, Djemel Ziou
Anisotropic adaptive method for triangular meshes smoothing. IET Image Process. 9 (6) (2015)
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Ben Ghézala
A predictive model for recurrent consumption behavior: An application on phone calls. Knowl. Based Syst. 64 (2014)
Abdeldjalil Madi, Djemel Ziou
Color constancy for visual compensation of projector displayed image. Displays 35 (1) (2014)
Mohammed Elamine Moumene, Rachid Nourine, Djemel Ziou
Fast Exposure Fusion Based on Histograms Segmentation. ICISP (2014)
Djemel Ziou, Reza Jafari
Efficient steganalysis of images: learning is good for anticipation. Pattern Anal. Appl. 17 (2) (2014)
Mohammed Elamine Moumene, Rachid Nourine, Djemel Ziou
Generalized Exposure Fusion Weights Estimation. CRV (2014)
Mohammed Ayoub Alaoui Mhamdi, Djemel Ziou
A local approach for 3D object recognition through a set of size functions. Image Vis. Comput. 32 (12) (2014)
Wentao Fan, Nizar Bouguila, Djemel Ziou
Variational learning of finite Dirichlet mixture models using component splitting. Neurocomputing 129 (2014)
Nafaa Nacereddine, Djemel Ziou
Hybrid Shape Descriptors for an Improved Weld Defect Retrieval in Radiographic Testing. IP&C (2014)
Elise Epaillard, Nizar Bouguila, Djemel Ziou
Classifying Textures with Only 10 Visual-Words Using Hidden Markov Models with Dirichlet Mixtures. ICAIS (2014)
Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
Object clustering and recognition using multi-finite mixtures for semantic classes and hierarchy modeling. Expert Syst. Appl. 41 (4) (2014)
Wentao Fan, Nizar Bouguila, Djemel Ziou
Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference. IEEE Trans. Knowl. Data Eng. 25 (7) (2013)
Abdeldjalil Madi, Djemel Ziou
Color Correction Problem of Image Displayed on Non-white Projection Screen. ICIAR (2013)
Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
Visual Scenes Categorization Using a Flexible Hierarchical Mixture Model Supporting Users Ontology. ICTAI (2013)
Reza Jafari, Djemel Ziou, Mohammad Mehdi Rashidi
Increasing image compression rate using steganography. Expert Syst. Appl. 40 (17) (2013)
Abdeldjalil Madi, Djemel Ziou, Frederic Dhalleine
Exploiting Color Constancy for Compensating Projected Images on Non-white Light Projection Screen. CRV (2013)
Alain Horé, Djemel Ziou
Is there a relationship between peak-signal-to-noise ratio and structural similarity index measure? IET Image Process. 7 (1) (2013)
Alain Horé, Djemel Ziou, Marie Flavie Auclair-Fortier
A generic demosaicing algorithm based on a diffusion model. ICASSP (2013)
Weijia Su, Djemel Ziou, Nizar Bouguila
A Hierarchical Statistical Framework for the Extraction of Semantically Related Words in Textual Documents. RSKT (2013)
Reza Jafari, Djemel Ziou
Gaze estimation using Kinect/PTZ camera. ROSE (2012)
Wentao Fan, Nizar Bouguila, Djemel Ziou
Variational Learning for Finite Dirichlet Mixture Models and Applications. IEEE Trans. Neural Networks Learn. Syst. 23 (5) (2012)
Djemel Ziou, Alain Horé
Reducing aliasing in images: a PDE-based diffusion revisited. Pattern Recognit. 45 (3) (2012)
Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou
Object Recognition Using Radon Transform-Based RST Parameter Estimation. ACIVS (2012)
Mohamed Walid Ayech, Djemel Ziou
Terahertz image segmentation based on K-harmonic-means clustering and statistical feature extraction modeling. ICPR (2012)
Julien Couillaud, Alain Horé, Djemel Ziou
Improving Image Acquisition: A Fish-Inspired Solution. ACIVS (2012)
Nizar Bouguila, Djemel Ziou
A countably infinite mixture model for clustering and feature selection. Knowl. Inf. Syst. 33 (2) (2012)
Alain Horé, Djemel Ziou, Marie Flavie Auclair-Fortier
A Versatile Demosaicing Algorithm for Performing Image Zooming. SITIS (2012)
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Ben Ghézala
A model-driven approach for context-aware recommendation. ICMCS (2012)
Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Ben Ghézala
Towards a new model for context-aware recommendation. IEEE Conf. of Intelligent Systems (2012)
Sabri Boutemedjet, Djemel Ziou
Predictive Approach for User Long-Term Needs in Content-Based Image Suggestion. IEEE Trans. Neural Networks Learn. Syst. 23 (8) (2012)
Idir Filali, Djemel Ziou, Nadjia Benblidia
Multinomial Bayesian Kernel Logistic Discriminant Based Method for Skin Detection. SITIS (2012)
Wentao Fan, Nizar Bouguila, Djemel Ziou
Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection. ICDM (2011)
Guido Manfredi, Djemel Ziou, Marie Flavie Auclair-Fortier
Content Makes the Difference in Compression Standard Quality Assessment. ACIVS (2011)
Wentao Fan, Nizar Bouguila, Djemel Ziou
A Variational Statistical Framework for Object Detection. ICONIP (2) (2011)
Kuang Chung Chen, Nizar Bouguila, Djemel Ziou
Quantization-free parameter space reduction in ellipse detection. Expert Syst. Appl. 38 (6) (2011)
Alain Horé, Djemel Ziou
An Edge-Sensing Generic Demosaicing Algorithm With Application to Image Resampling. IEEE Trans. Image Process. 20 (11) (2011)
Guido Manfredi, Djemel Ziou, Marie Flavie Auclair-Fortier
Face detection in a compressed domain. DSP (2011)
Reza Jafari, Djemel Ziou, Abdelhamid Mammeri
Increasing compression of JPEG images using steganography. ROSE (2011)
Djemel Ziou, Alain Horé
Reducing aliasing in images: A simple diffusion equation based on the inverse diffusivity. ICIP (2011)
Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet
Simultaneous Non-gaussian Data Clustering, Feature Selection and Outliers Rejection. PReMI (2011)
Nafaa Nacereddine, Latifa Hamami, Djemel Ziou, Aicha-Baya Goumeidane
Adaptive B-Spline Model Based Probabilistic Active Contour for Weld Defect Detection in Radiographic Imaging. IP&C (2010)
Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila
Model-based subspace clustering of non-Gaussian data. Neurocomputing 73 (10-12) (2010)
Mohand Saïd Allili, Djemel Ziou, Nizar Bouguila, Sabri Boutemedjet
Unsupervised Feature Selection and Learning for Image Segmentation. CRV (2010)
Mohand Saïd Allili, Djemel Ziou, Nizar Bouguila, Sabri Boutemedjet
Image and Video Segmentation by Combining Unsupervised Generalized Gaussian Mixture Modeling and Feature Selection. IEEE Trans. Circuits Syst. Video Technol. 20 (10) (2010)
Alain Horé, Djemel Ziou
Image Quality Metrics: PSNR vs. SSIM. ICPR (2010)
Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou, Latifa Hamami
Asymmetric Generalized Gaussian Mixture Models and EM Algorithm for Image Segmentation. ICPR (2010)
Riadh Ksantini, Boubakeur Boufama, Djemel Ziou, Bernard Colin
A novel Bayesian logistic discriminant model: An application to face recognition. Pattern Recognit. 43 (4) (2010)
Nizar Bouguila, Djemel Ziou
A Dirichlet process mixture of generalized Dirichlet distributions for proportional data modeling. IEEE Trans. Neural Networks 21 (1) (2010)
Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou, Latifa Hamami
Shape-Based Image Retrieval Using a New Descriptor Based on the Radon and Wavelet Transforms. ICPR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Djemel Ziou