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2020 – today
- 2024
[j97]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. Pattern Anal. Appl. 27(3): 101 (2024)- [j96]Elvis Togban
, Djemel Ziou:
Hierarchical mixture of discriminative Generalized Dirichlet classifiers. Pattern Recognit. 156: 110789 (2024) - [j95]Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine:
Guided Scale Space Radon Transform for linear structures detection. Signal Image Video Process. 18(5): 4275-4289 (2024) - [j94]Djemel Ziou:
Using Maximum Weighted Likelihood to Derive Lehmer and Hölder Families of Means. IEEE Signal Process. Lett. 31: 1625-1629 (2024) - [i10]Nafaa Nacereddine, Aicha-Baya Goumeidane, Djemel Ziou:
Linear Anchored Gaussian Mixture Model for Location and Width Computation of Objects in Thick Line Shape. CoRR abs/2404.03043 (2024) - [i9]Djemel Ziou:
Centrality Estimators for Probability Density Functions. CoRR abs/2404.05816 (2024) - [i8]Djemel Ziou, Issam Fakir:
Deriving Lehmer and Hölder means as maximum weighted likelihood estimates for the multivariate exponential family. CoRR abs/2405.00964 (2024) - [i7]Elvis Togban, Djemel Ziou:
Hierarchical mixture of discriminative Generalized Dirichlet classifiers. CoRR abs/2405.01778 (2024) - [i6]Elvis Togban, Djemel Ziou:
Improved image display by identifying the RGB family color space. CoRR abs/2412.19775 (2024) - 2023
- [c133]Elvis Togban, Fatma Kerouh, Djemel Ziou:
Identifying color space for improved image display. IPTA 2023: 1-6 - [i5]Djemel Ziou:
Calculus of functional centrality. CoRR abs/2302.06465 (2023) - [i4]Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine:
Scale space radon transform-based inertia axis and object central symmetry estimation. CoRR abs/2303.12890 (2023) - [i3]Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine:
Guided Scale Space Radon Transform for linear structures detection. CoRR abs/2311.09103 (2023) - [i2]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 abs/2312.09410 (2023) - 2022
- [c132]Aicha-Baya Goumeidane, Djemel Ziou, Nafaa Nacereddine:
Scale Space Radon Transform for Non Overlapping Thick Ellipses Detection. IPTA 2022: 1-6 - [i1]Nafaa Nacereddine, Djemel Ziou, Aicha-Baya Goumeidane:
On Scale Space Radon Transform, Properties and Image Reconstruction. CoRR abs/2205.05188 (2022) - 2021
- [j93]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): 8-20 (2021) - [j92]Djemel Ziou, Nafaa Nacereddine, Aicha-Baya Goumeidane:
Scale space Radon transform. IET Image Process. 15(9): 2097-2111 (2021) - [j91]Mohammed Ayoub Alaoui Mhamdi, Djemel Ziou:
3D object recognition through a size function resulting from an invariant topological feature. Pattern Recognit. 120: 108131 (2021) - [j90]Julien Couillaud, Djemel Ziou:
Radiometric model for plenoptic image formation. Vis. Comput. 37(6): 1369-1383 (2021) - [j89]Ahmed Fouad El Ouafdi, H. El Houari, Djemel Ziou:
Adaptive estimation of Hodge star operator on simplicial surfaces. Vis. Comput. 37(6): 1433-1445 (2021) - [c131]Aicha-Baya Goumeidane, Nafaa Nacereddine, Djemel Ziou:
Linear Structures Identification in Images Using Scale Space Radon Transform and Multiscale Image Hessian. MICAI (1) 2021: 327-340 - 2020
- [j88]Fatma Kerouh, Djemel Ziou, Qingshan Jiang:
Directional statistics-based quality measure for spotlight color images. Signal Image Video Process. 14(6): 1125-1132 (2020) - [j87]Julien Couillaud, Djemel Ziou:
Light field variational estimation using a light field formation model. Vis. Comput. 36(2): 237-251 (2020) - [c130]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: 1-6
2010 – 2019
- 2019
- [j86]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: 132-149 (2019) - [j85]Djemel Ziou, Dayron Rizo-Rodriguez, Nafaa Nacereddine, Salvatore Tabbone:
A novel correlation filter based on variational calculus. Signal Process. Image Commun. 78: 77-85 (2019) - [j84]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: 511 (2019) - 2018
- [j83]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: 42661-42674 (2018) - [j82]Fatma Kerouh, Djemel Ziou:
Real-Time Android Application for Traffic Density Estimation. IEEE Access 6: 49896-49901 (2018) - [j81]Elvis Togban, Djemel Ziou:
Classification using hierarchical mixture of discriminative learners: How to achieve high scores with few resources? Expert Syst. Appl. 96: 14-24 (2018) - [j80]Youcef Brik, Djemel Ziou:
Mental model for handwritten keyword spotting. J. Electronic Imaging 27(05): 053027 (2018) - [j79]Elkhamssa Lakehal, Djemel Ziou:
Computational color constancy from maximal projections mean assumption. Multim. Tools Appl. 77(16): 20501-20517 (2018) - [j78]Fatma Kerouh, Djemel Ziou, Nabil Lahmar:
Content-based computational chromatic adaptation. Pattern Anal. Appl. 21(4): 1109-1120 (2018) - [j77]Fatma Kerouh, Djemel Ziou, Amina Serir:
Histogram modelling-based no reference blur quality measure. Signal Process. Image Commun. 60: 22-28 (2018) - 2017
- [j76]Salah Derdar, Djemel Ziou, Nadir Farah, Med Tarek Khadir:
Localisation of topological features using 3D object representations. IET Image Process. 11(8): 578-586 (2017) - [j75]Elkhamssa Lakehal, Djemel Ziou, Mohamed Benmohammed:
Multiple illuminant estimation from the covariance of colors. J. Vis. Commun. Image Represent. 46: 107-118 (2017) - [c129]Mohamed Walid Ayech, Djemel Ziou:
K-Autoregressive Clustering: Application on Terahertz Image Analysis. ICIAR 2017: 145-152 - [c128]Elvis Togban, Djemel Ziou:
Classification Using Mixture of Discriminative Learners: The Case of Compositional Data. ICIAR 2017: 416-425 - [c127]Julien Couillaud, Djemel Ziou, Wafa Benzaoui:
Light Field Estimation in the Ultraviolet Spectrum. ICIAR 2017: 660-670 - [c126]Fatma Kerouh, Djemel Ziou, Amina Serir:
A multiresolution DCT-based blind blur quality measure. IPTA 2017: 1-6 - 2016
- [j74]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): 507-525 (2016) - [j73]Taoufik Bdiri, Nizar Bouguila, Djemel Ziou:
A statistical framework for online learning using adjustable model selection criteria. Eng. Appl. Artif. Intell. 49: 19-42 (2016) - [j72]Mohamed Walid Ayech, Djemel Ziou:
Terahertz image segmentation using k-means clustering based on weighted feature learning and random pixel sampling. Neurocomputing 175: 243-264 (2016) - [j71]Ali Vashaee, Reza Jafari, Djemel Ziou, Mohammad Mehdi Rashidi:
Rotation invariant HOG for object localization in web images. Signal Process. 125: 304-314 (2016) - [c125]Fatma Kerouh, Djemel Ziou, Nabil Lahmar:
Content based Computational Chromatic Adaptation. VISIGRAPP (2: IVAPP) 2016: 41-49 - [c124]Elkhamssa Lakehal, Djemel Ziou:
Computer Vision Color Constancy from Maximal Projections Mean Assumption. ICISP 2016: 148-156 - 2015
- [j70]Reza Jafari, Djemel Ziou:
Eye-gaze estimation under various head positions and iris states. Expert Syst. Appl. 42(1): 510-518 (2015) - [j69]Mohamed Walid Ayech, Djemel Ziou:
Segmentation of Terahertz imaging using k-means clustering based on ranked set sampling. Expert Syst. Appl. 42(6): 2959-2974 (2015) - [j68]Ahmed Fouad El Ouafdi, H. El Houari, Djemel Ziou:
Anisotropic adaptive method for triangular meshes smoothing. IET Image Process. 9(6): 516-526 (2015) - [j67]Mohand Saïd Allili, Djemel Ziou:
Likelihood-based feature relevance for figure-ground segmentation in images and videos. Neurocomputing 167: 658-670 (2015) - [j66]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): 2227-2240 (2015) - [j65]Ahmed Fouad El Ouafdi, Djemel Ziou:
Global diffusion method for smoothing triangular mesh. Vis. Comput. 31(3): 295-310 (2015) - [c123]Nafaa Nacereddine, Djemel Ziou:
Asymmetric Generalized Gaussian Mixtures for Radiographic Image Segmentation. CORES 2015: 521-532 - [c122]Mohamed Walid Ayech, Djemel Ziou:
Automated feature weighting and random pixel sampling in k-means clustering for terahertz image segmentation. CVPR Workshops 2015: 35-40 - [c121]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 - [c120]Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Hajjami Ben Ghézala:
Towards a Generic Architecture for Recommenders Benchmarking. ICAART (2) 2015: 435-442 - [c119]Dayron Rizo-Rodriguez, Djemel Ziou:
Quaternion-based Local Binary Patterns for illumination invariant face recognition. ICB 2015: 257-263 - [c118]Djemel Ziou, Dayron Rizo-Rodriguez, Antoine Tabbone, Nafaa Nacereddine:
Head Pose Classification Using a Bidimensional Correlation Filter. ICIAR 2015: 203-209 - [c117]Martin Vezina, Djemel Ziou, Fatma Kerouh:
Color Space Identification for Image Display. ICIAR 2015: 465-472 - [c116]Mohamed Walid Ayech, Djemel Ziou:
Ranked k-means clustering for terahertz image segmentation. ICIP 2015: 4391-4395 - [p2]Taoufik Bdiri, Nizar Bouguila, Djemel Ziou:
A Statistical Framework for Mental Targets Search Using Mixture Models. Artificial Intelligence Applications in Information and Communication Technologies 2015: 99-118 - [p1]Parisa Tirdad, Nizar Bouguila, Djemel Ziou:
Variational Learning of Finite Inverted Dirichlet Mixture Models and Applications. Artificial Intelligence Applications in Information and Communication Technologies 2015: 119-145 - 2014
- [j64]Abdeldjalil Madi, Djemel Ziou:
Color constancy for visual compensation of projector displayed image. Displays 35(1): 6-17 (2014) - [j63]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): 1218-1235 (2014) - [j62]Wentao Fan, Nizar Bouguila, Djemel Ziou:
Variational learning of finite Dirichlet mixture models using component splitting. Neurocomputing 129: 3-16 (2014) - [j61]Mohammed Ayoub Alaoui Mhamdi, Djemel Ziou:
A local approach for 3D object recognition through a set of size functions. Image Vis. Comput. 32(12): 1030-1044 (2014) - [j60]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: 32-43 (2014) - [j59]Djemel Ziou, Reza Jafari:
Efficient steganalysis of images: learning is good for anticipation. Pattern Anal. Appl. 17(2): 279-289 (2014) - [c115]Mohammed Elamine Moumene, Rachid Nourine, Djemel Ziou:
Generalized Exposure Fusion Weights Estimation. CRV 2014: 71-76 - [c114]Elise Epaillard, Nizar Bouguila, Djemel Ziou:
Classifying Textures with Only 10 Visual-Words Using Hidden Markov Models with Dirichlet Mixtures. ICAIS 2014: 20-28 - [c113]Mohammed Elamine Moumene, Rachid Nourine, Djemel Ziou:
Fast Exposure Fusion Based on Histograms Segmentation. ICISP 2014: 367-374 - [c112]Nafaa Nacereddine, Djemel Ziou:
Hybrid Shape Descriptors for an Improved Weld Defect Retrieval in Radiographic Testing. IP&C 2014: 127-135 - 2013
- [j58]Reza Jafari, Djemel Ziou, Mohammad Mehdi Rashidi:
Increasing image compression rate using steganography. Expert Syst. Appl. 40(17): 6918-6927 (2013) - [j57]Alain Horé, Djemel Ziou:
Is there a relationship between peak-signal-to-noise ratio and structural similarity index measure? IET Image Process. 7(1): 12-24 (2013) - [j56]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): 1670-1685 (2013) - [c111]Abdeldjalil Madi, Djemel Ziou, Frederic Dhalleine:
Exploiting Color Constancy for Compensating Projected Images on Non-white Light Projection Screen. CRV 2013: 210-217 - [c110]Alain Horé, Djemel Ziou, Marie Flavie Auclair-Fortier:
A generic demosaicing algorithm based on a diffusion model. ICASSP 2013: 2488-2492 - [c109]Abdeldjalil Madi, Djemel Ziou:
Color Correction Problem of Image Displayed on Non-white Projection Screen. ICIAR 2013: 255-263 - [c108]Taoufik Bdiri, Nizar Bouguila, Djemel Ziou:
Visual Scenes Categorization Using a Flexible Hierarchical Mixture Model Supporting Users Ontology. ICTAI 2013: 262-267 - [c107]Weijia Su, Djemel Ziou, Nizar Bouguila:
A Hierarchical Statistical Framework for the Extraction of Semantically Related Words in Textual Documents. RSKT 2013: 354-363 - 2012
- [j55]Nizar Bouguila, Djemel Ziou:
A countably infinite mixture model for clustering and feature selection. Knowl. Inf. Syst. 33(2): 351-370 (2012) - [j54]Djemel Ziou, Alain Horé:
Reducing aliasing in images: a PDE-based diffusion revisited. Pattern Recognit. 45(3): 1180-1194 (2012) - [j53]Wentao Fan, Nizar Bouguila, Djemel Ziou:
Variational Learning for Finite Dirichlet Mixture Models and Applications. IEEE Trans. Neural Networks Learn. Syst. 23(5): 762-774 (2012) - [j52]Sabri Boutemedjet, Djemel Ziou:
Predictive Approach for User Long-Term Needs in Content-Based Image Suggestion. IEEE Trans. Neural Networks Learn. Syst. 23(8): 1242-1253 (2012) - [c106]Julien Couillaud, Alain Horé, Djemel Ziou:
Improving Image Acquisition: A Fish-Inspired Solution. ACIVS 2012: 132-141 - [c105]Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou:
Object Recognition Using Radon Transform-Based RST Parameter Estimation. ACIVS 2012: 515-526 - [c104]Mohamed Ramzi Haddad, Hajer Baazaoui Zghal, Djemel Ziou, Henda Ben Ghézala:
A model-driven approach for context-aware recommendation. ICMCS 2012: 693-698 - [c103]Mohamed Walid Ayech, Djemel Ziou:
Terahertz image segmentation based on K-harmonic-means clustering and statistical feature extraction modeling. ICPR 2012: 222-225 - [c102]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: 21-27 - [c101]Reza Jafari, Djemel Ziou:
Gaze estimation using Kinect/PTZ camera. ROSE 2012: 13-18 - [c100]Alain Horé, Djemel Ziou, Marie Flavie Auclair-Fortier:
A Versatile Demosaicing Algorithm for Performing Image Zooming. SITIS 2012: 402-409 - [c99]Idir Filali, Djemel Ziou, Nadjia Benblidia:
Multinomial Bayesian Kernel Logistic Discriminant Based Method for Skin Detection. SITIS 2012: 420-425 - 2011
- [j51]Kuang Chung Chen, Nizar Bouguila, Djemel Ziou:
Quantization-free parameter space reduction in ellipse detection. Expert Syst. Appl. 38(6): 7622-7632 (2011) - [j50]Alain Horé, Djemel Ziou:
An Edge-Sensing Generic Demosaicing Algorithm With Application to Image Resampling. IEEE Trans. Image Process. 20(11): 3136-3150 (2011) - [c98]Guido Manfredi, Djemel Ziou, Marie Flavie Auclair-Fortier:
Content Makes the Difference in Compression Standard Quality Assessment. ACIVS 2011: 437-446 - [c97]Wentao Fan, Nizar Bouguila, Djemel Ziou:
Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection. ICDM 2011: 1032-1037 - [c96]Guido Manfredi, Djemel Ziou, Marie Flavie Auclair-Fortier:
Face detection in a compressed domain. DSP 2011: 1-6 - [c95]Djemel Ziou, Alain Horé:
Reducing aliasing in images: A simple diffusion equation based on the inverse diffusivity. ICIP 2011: 3389-3392 - [c94]Wentao Fan, Nizar Bouguila, Djemel Ziou:
A Variational Statistical Framework for Object Detection. ICONIP (2) 2011: 276-283 - [c93]Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet:
Simultaneous Non-gaussian Data Clustering, Feature Selection and Outliers Rejection. PReMI 2011: 364-369 - [c92]Reza Jafari, Djemel Ziou, Abdelhamid Mammeri:
Increasing compression of JPEG images using steganography. ROSE 2011: 226-230 - 2010
- [j49]Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila:
Model-based subspace clustering of non-Gaussian data. Neurocomputing 73(10-12): 1730-1739 (2010) - [j48]Riadh Ksantini, Boubakeur Boufama, Djemel Ziou, Bernard Colin:
A novel Bayesian logistic discriminant model: An application to face recognition. Pattern Recognit. 43(4): 1421-1430 (2010) - [j47]Sabri Boutemedjet, Djemel Ziou:
Long-term relevance feedback and feature selection for adaptive content based image suggestion. Pattern Recognit. 43(12): 3925-3937 (2010) - [j46]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): 1373-1377 (2010) - [j45]Nizar Bouguila, Djemel Ziou:
A Dirichlet process mixture of generalized Dirichlet distributions for proportional data modeling. IEEE Trans. Neural Networks 21(1): 107-122 (2010) - [c91]Alain Horé, Djemel Ziou:
An Edge-Sensing Universal Demosaicing Algorithm. ACIVS (1) 2010: 197-208 - [c90]Mohand Saïd Allili, Djemel Ziou, Nizar Bouguila, Sabri Boutemedjet:
Unsupervised Feature Selection and Learning for Image Segmentation. CRV 2010: 285-292 - [c89]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: 1997-2000 - [c88]Alain Horé, Djemel Ziou:
Image Quality Metrics: PSNR vs. SSIM. ICPR 2010: 2366-2369 - [c87]Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou, Latifa Hamami:
Asymmetric Generalized Gaussian Mixture Models and EM Algorithm for Image Segmentation. ICPR 2010: 4557-4560 - [c86]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: 289-297
2000 – 2009
- 2009
- [j44]Nizar Bouguila, Djemel Ziou, Riad I. Hammoud:
On Bayesian analysis of a finite generalized Dirichlet mixture via a Metropolis-within-Gibbs sampling. Pattern Anal. Appl. 12(2): 151-166 (2009) - [j43]Sabri Boutemedjet, Nizar Bouguila, Djemel Ziou:
A Hybrid Feature Extraction Selection Approach for High-Dimensional Non-Gaussian Data Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 31(8): 1429-1443 (2009) - [j42]Djemel Ziou, Touati Hamri, Sabri Boutemedjet:
A hybrid probabilistic framework for content-based image retrieval with feature weighting. Pattern Recognit. 42(7): 1511-1519 (2009) - [c85]Tayeb Medjeldi, Alain Horé, Djemel Ziou:
Enhancement of the Quality of Images through Complex Mosaic Configurations. ICIAR 2009: 43-53 - [c84]Sabri Boutemedjet, Djemel Ziou:
Variational Bayesian Approach for Long-Term Relevance Feedback. PAKDD 2009: 327-338 - [c83]Nizar Bouguila, Djemel Ziou:
A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization. PAKDD 2009: 463-474 - 2008
- [j41]Ahmed Fouad El Ouafdi, Djemel Ziou, H. Krim:
A smart stochastic approach for manifolds smoothing. Comput. Graph. Forum 27(5): 1357-1364 (2008) - [j40]Mohand Saïd Allili, Djemel Ziou:
Object tracking in videos using adaptive mixture models and active contours. Neurocomputing 71(10-12): 2001-2011 (2008) - [j39]Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou:
Finite general Gaussian mixture modeling and application to image and video foreground segmentation. J. Electronic Imaging 17(1): 013005 (2008) - [j38]Riadh Ksantini, Djemel Ziou, Bernard Colin, François Dubeau:
Weighted Pseudometric Discriminatory Power Improvement Using a Bayesian Logistic Regression Model Based on a Variational Method. IEEE Trans. Pattern Anal. Mach. Intell. 30(2): 253-266 (2008) - [j37]François Deschênes, Djemel Ziou, Philippe Fuchs:
A homotopy-based approach for computing defocus blur and affine transform simultaneously. Pattern Recognit. 41(7): 2263-2282 (2008) - [j36]Sabri Boutemedjet, Djemel Ziou:
A Graphical Model for Context-Aware Visual Content Recommendation. IEEE Trans. Multim. 10(1): 52-62 (2008) - [c82]Riadh Ksantini, Djemel Ziou, Bernard Colin, François Dubeau:
A Bayesian Kernel Logistic Discriminant Model: An Improvement to the Kernel Fisher's Discriminant. AAAI 2008: 1464-1465 - [c81]Abdelhamid Mammeri, Ahmed Khoumsi, Djemel Ziou, Brahim Hadjou:
Modeling and Adapting JPEG to the Energy Requirements of VSN. ICCCN 2008: 806-811 - [c80]Alain Horé, François Deschênes, Djemel Ziou:
A Simple Scaling Algorithm Based on Areas Pixels. ICIAR 2008: 53-64 - [c79]Alain Horé, François Deschênes, Djemel Ziou:
A New Super-Resolution Algorithm Based on Areas Pixels and the Sampling Theorem of Papoulis. ICIAR 2008: 97-109 - [c78]Mohand Saïd Allili, Djemel Ziou:
An approach for dynamic combination of region and boundary information in segmentation. ICPR 2008: 1-4 - [c77]Abdelhamid Mammeri, Ahmed Khoumsi, Djemel Ziou, Brahim Hadjou:
Energy-efficient transmission scheme of JPEG images over Visual Sensor Networks. LCN 2008: 639-647 - [c76]Ahmed Fouad El Ouafdi, Djemel Ziou:
A global physical method for manifold smoothing. Shape Modeling International 2008: 11-17 - 2007
- [j35]Mohand Saïd Allili, Djemel Ziou:
Automatic colour-texture image segmentation using active contours. Int. J. Comput. Math. 84(9): 1325-1338 (2007) - [j34]Nizar Bouguila, Djemel Ziou:
Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization. J. Vis. Commun. Image Represent. 18(4): 295-309 (2007) - [j33]Nizar Bouguila, Djemel Ziou:
High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length. IEEE Trans. Pattern Anal. Mach. Intell. 29(10): 1716-1731 (2007) - [j32]Mohand Saïd Allili, Djemel Ziou:
Globally adaptive region information for automatic color-texture image segmentation. Pattern Recognit. Lett. 28(15): 1946-1956 (2007) - [j31]Mohand Saïd Allili, Djemel Ziou:
Active contours for video object tracking using region, boundary and shape information. Signal Image Video Process. 1(2): 101-117 (2007) - [j30]Mohammed Lamine Kherfi, Djemel Ziou:
Image Collection Organization and Its Application to Indexing, Browsing, Summarization, and Semantic Retrieval. IEEE Trans. Multim. 9(4): 893-900 (2007) - [c75]Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou:
Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation. CRV 2007: 183-190 - [c74]Mohand Saïd Allili, Djemel Ziou:
Using Feature Selection For Object Segmentation and Tracking. CRV 2007: 191-200 - [c73]Kamel Mecheri, Djemel Ziou, François Deschênes:
Super-resolution based on interpolation and global sub pixel translation. CRV 2007: 448-458 - [c72]Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou:
A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling. CRV 2007: 503-509 - [c71]Mohand Saïd Allili, Djemel Ziou:
Adaptive Appearance Model for Object Contour Tracking in Videos. CRV 2007: 510-518 - [c70]Mohand Saïd Allili, Djemel Ziou:
Object of Interest segmentation and Tracking by Using Feature Selection and Active Contours. CVPR 2007 - [c69]Nizar Bouguila, Djemel Ziou, Riad I. Hammoud:
A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling. CVPR 2007 - [c68]Alain Horé, Djemel Ziou, François Deschênes:
A New Image Scaling Algorithm Based on the Sampling Theorem of Papoulis. ICIAR 2007: 1-11 - [c67]Sabri Boutemedjet, Nizar Bouguila, Djemel Ziou:
Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models. ICIAR 2007: 330-341 - [c66]Riadh Ksantini, Djemel Ziou, Bernard Colin, François Dubeau:
Logistic Regression Models for a Fast CBIR Method Based on Feature Selection. IJCAI 2007: 2790-2795 - [c65]Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila:
Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data. NIPS 2007: 177-184 - [c64]Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila:
A Graphical Model for Content Based Image Suggestion and Feature Selection. PKDD 2007: 30-41 - 2006
- [j29]Nizar Bouguila, Djemel Ziou:
Online clustering via finite mixtures of Dirichlet and minimum message length. Eng. Appl. Artif. Intell. 19(4): 371-379 (2006) - [j28]Riadh Ksantini, Djemel Ziou, François Dubeau:
Image Retrieval Based on Region Separation and Multiresolution Analysis. Int. J. Wavelets Multiresolution Inf. Process. 4(1): 147-175 (2006) - [j27]Nizar Bouguila, Djemel Ziou, Ernest Monga:
Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications. Stat. Comput. 16(2): 215-225 (2006) - [j26]Mohammed Lamine Kherfi, Djemel Ziou:
Relevance feedback for CBIR: a new approach based on probabilistic feature weighting with positive and negative examples. IEEE Trans. Image Process. 15(4): 1017-1030 (2006) - [j25]Marie Flavie Auclair-Fortier, Djemel Ziou:
A global approach for solving evolutive heat transfer for image denoising and inpainting. IEEE Trans. Image Process. 15(9): 2558-2574 (2006) - [j24]Nizar Bouguila, Djemel Ziou:
A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture. IEEE Trans. Image Process. 15(9): 2657-2668 (2006) - [j23]Nizar Bouguila, Djemel Ziou:
Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach. IEEE Trans. Knowl. Data Eng. 18(8): 993-1009 (2006) - [c63]Mohand Saïd Allili, Djemel Ziou:
Object Contour Tracking in Videos by Matching Finite Mixture Models. AVSS 2006: 35 - [c62]Mohand Saïd Allili, Djemel Ziou:
Object contour tracking in videos by using adaptive mixture models and shape priors. CompIMAGE 2006: 47-52 - [c61]Mohand Saïd Allili, Djemel Ziou:
A Robust Video Object Tracking by Using Active Contours. CVPR Workshops 2006: 135 - [c60]Sabri Boutemedjet, Djemel Ziou:
Visual Aspect: A Unified Content-Based Collaborative Filtering Model for Visual Document Recommendation. ICIAR (1) 2006: 685-696 - [c59]Sabri Boutemedjet, Djemel Ziou:
A Generative Graphical Model for Collaborative Filtering of Visual Content. ICDM 2006: 404-415 - [c58]Madjid Allili, David Corriveau, Djemel Ziou:
Efficient topological descriptor for shape representation. Image Processing: Algorithms and Systems 2006: 287-296 - [c57]Mohand Saïd Allili, Djemel Ziou:
Automatic Color-Texture Image Segmentation by Using Active Contours. IWICPAS 2006: 495-504 - [c56]Djemel Ziou, Sabri Boutemedjet:
An Information Filtering Approach for the Page Zero Problem. MRCS 2006: 619-626 - 2005
- [j22]Salvatore Tabbone, L. Alonso, Djemel Ziou:
Behavior of the Laplacian of Gaussian Extrema. J. Math. Imaging Vis. 23(1): 107-128 (2005) - [j21]Nizar Bouguila, Djemel Ziou:
Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications. Pattern Recognit. Lett. 26(12): 1916-1925 (2005) - [j20]Zhijun Wang, Djemel Ziou, Costas Armenakis, Deren Li, Qingquan Li:
A comparative analysis of image fusion methods. IEEE Trans. Geosci. Remote. Sens. 43(6): 1391-1402 (2005) - [c55]David Corriveau, Madjid Allili, Djemel Ziou:
Morse Connections Graph for Shape Representation. ACIVS 2005: 219-226 - [c54]Mohand Saïd Allili, Djemel Ziou:
A Bayesian Approach for Weighting Boundary and Region Information for Segmentation. ACIVS 2005: 468-475 - [c53]Mohand Saïd Allili, Djemel Ziou:
An Automatic Segmentation Combining Mixture Analysis and Adaptive Region Information: A Level Set Approach. CRV 2005: 73-80 - [c52]Nizar Bouguila, Djemel Ziou:
MML-Based Approach for High-Dimensional Unsupervised Learning Using the Generalized Dirichlet Mixture. CVPR Workshops 2005: 53 - [c51]Alban Rochel, Djemel Ziou, Marie Flavie Auclair-Fortier:
Computational algebraic topology-based video restoration. Electronic Imaging: Image and Video Communications and Processing 2005 - [c50]Nizar Bouguila, Djemel Ziou:
On Fitting Finite Dirichlet Mixture Using ECM and MML. ICAPR (1) 2005: 172-182 - [c49]Mohand Saïd Allili, Djemel Ziou:
An automatic segmentation of color images by using a combination of mixture modelling and adaptive region information: a level set approach. ICIP (1) 2005: 305-308 - [c48]Nizar Bouguila, Djemel Ziou:
A probabilistic approach for shadows modeling and detection. ICIP (1) 2005: 329-332 - [c47]Javier Toro, Djemel Ziou, Brian V. Funt:
Illumination Estimation from Dichromatic Planes. CIC 2005: 95-98 - [c46]Nizar Bouguila, Djemel Ziou:
MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection. MLDM 2005: 42-51 - [c45]Nizar Bouguila, Djemel Ziou:
A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration. PReMI 2005: 200-205 - 2004
- [j19]Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi:
Image Retrieval from the World Wide Web: Issues, Techniques, and Systems. ACM Comput. Surv. 36(1): 35-67 (2004) - [j18]François Deschênes, Djemel Ziou, Philippe Fuchs:
An unified approach for a simultaneous and cooperative estimation of defocus blur and spatial shifts. Image Vis. Comput. 22(1): 35-57 (2004) - [j17]Nizar Bouguila, Djemel Ziou, Jean Vaillancourt:
Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application. IEEE Trans. Image Process. 13(11): 1533-1543 (2004) - [c44]Layachi Bentabet, Djemel Ziou:
Neuroanatomy Registration: An Algebraic-Topology Based Approach. AMDO 2004: 76-85 - [c43]Djemel Ziou, Madjid Allili:
Image model: new perspective for image processing and computer vision. Computational Imaging 2004: 123-133 - [c42]Marie Flavie Auclair-Fortier, Djemel Ziou, Madjid Allili:
Global computational algebraic topology approach for diffusion. Computational Imaging 2004: 357-368 - [c41]Javier Toro, Djemel Ziou, Marie Flavie Auclair-Fortier:
Recovering the Shading Image under Known Illumination. CRV 2004: 92-96 - [c40]Djamel Brahmi, Djemel Ziou:
Improving CBIR Systems by Integrating Semantic Features. CRV 2004: 233-240 - [c39]Javier Toro, Rubén Medina, Djemel Ziou:
Recovery of two transparent primitive images from two frames. ICASSP (3) 2004: 225-228 - [c38]Nizar Bouguila, Djemel Ziou:
Dirichlet-based probability model applied to human skin detection [image skin detection]. ICASSP (5) 2004: 521-524 - [c37]Mohammed Lamine Kherfi, Djemel Ziou:
Image retrieval based on feature weighting and relevance feedback. ICIP 2004: 689-692 - [c36]Madjid Allili, David Corriveau, Djemel Ziou:
Morse Homology Descriptor for Shape Characterization. ICPR (4) 2004: 27-30 - [c35]Djemel Ziou, Nizar Bouguila:
Unsupervised Learning of a Finite Gamma Mixture Using MML: Application to SAR Image Analysis. ICPR (2) 2004: 68-71 - [c34]Nizar Bouguila, Djemel Ziou:
A Powreful Finite Mixture Model Based on the Generalized Dirichlet Distribution: Unsupervised Learning and Applications. ICPR (1) 2004: 280-283 - [c33]Mohammed Lamine Kherfi, Djamel Brahmi, Djemel Ziou:
Combining Visual Features with Semantics for a More Effective Image Retrieval. ICPR (2) 2004: 961-964 - [c32]Nizar Bouguila, Djemel Ziou:
Unsupervised Learning of a Finite Discrete Mixture Model Based on the Multinomial Dirichlet Distribution: Application to Texture Modeling. PRIS 2004: 118-127 - [c31]Djamel Brahmi, Djemel Ziou:
Improving CBIR systems by integrating semantic features. RIAO 2004: 291-305 - 2003
- [j16]Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi:
Combining positive and negative examples in relevance feedback for content-based image retrieval. J. Vis. Commun. Image Represent. 14(4): 428-457 (2003) - [j15]François Deschênes, Djemel Ziou, Philippe Fuchs:
Improved estimation of defocus blur and spatial shifts in spatial domain: a homotopy-based approach. Pattern Recognit. 36(9): 2105-2125 (2003) - [j14]Layachi Bentabet, Sylvie Jodouin, Djemel Ziou, Jean Vaillancourt:
Road vectors update using SAR imagery: a snake-based method. IEEE Trans. Geosci. Remote. Sens. 41(8): 1785-1803 (2003) - [c30]François Deschênes, Djemel Ziou:
Homotopy-Based Computation of Defocus Blur and Affine Transform. CVPR (1) 2003: 398-404 - [c29]Zhijun Wang, Djemel Ziou, Costas Armenakis:
Combination of imagery - a study on various methods. IGARSS 2003: 809-811 - [c28]Marie Flavie Auclair-Fortier, Djemel Ziou, Madjid Allili:
A global CAT approach for graylevel diffusion. ISSPA (1) 2003: 453-456 - [c27]Nizar Bouguila, Djemel Ziou, Jean Vaillancourt:
Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification. MLDM 2003: 172-181 - 2002
- [j13]Ali El Zaart, Djemel Ziou, Shengrui Wang, Qingshan Jiang:
Segmentation of SAR images. Pattern Recognit. 35(3): 713-724 (2002) - [j12]Djemel Ziou, Madjid Allili:
Generating cubical complexes from image data and computation of the Euler number. Pattern Recognit. 35(12): 2833-2839 (2002) - [c26]Marie Flavie Auclair-Fortier, Pierre Poulin, Djemel Ziou, Madjid Allili:
A Computational Algebraic Topology Model for the Deformation of Curves. AMDO 2002: 56-67 - [c25]Marie Flavie Auclair-Fortier, Pierre Poulin, Djemel Ziou, Madjid Allili:
A Computational Algebraic Topology Approach for Optical Flow. ICPR (1) 2002: 352-355 - [c24]François Deschênes, Djemel Ziou, Philippe Fuchs:
Homotopy-Based Estimation of Depth Cues in Spatial Domain. ICPR (3) 2002: 627-630 - [c23]Mohammed Lamine Kherfi, Djemel Ziou, Alan Bernardi:
Learning from Negative Example in Relevance Feedback for Content-Based Image Retrieval. ICPR (2) 2002: 933-936 - 2001
- [j11]Djemel Ziou, François Deschênes:
Depth from Defocus Estimation in Spatial Domain. Comput. Vis. Image Underst. 81(2): 143-165 (2001) - [j10]Djemel Ziou:
The influence of edge direction on the estimation of edge contrast and orientation. Pattern Recognit. 34(4): 855-863 (2001) - [c22]Madjid Allili, Djemel Ziou:
Topological feature extraction in binary images. ISSPA 2001: 651-654 - 2000
- [j9]Qingshan Jiang, Shengrui Wang, Djemel Ziou, Zhenyuan Wang, George J. Klir:
Pseudometric generating property and autocontinuity of fuzzy measures. Fuzzy Sets Syst. 112(2): 207-216 (2000) - [j8]François Deschênes, Djemel Ziou:
Detection of line junctions and line terminations using curvilinear features. Pattern Recognit. Lett. 21(6-7): 637-649 (2000) - [j7]T. B. Nguyen, Djemel Ziou:
Contextual and non-contextual performance evaluation of edge detectors. Pattern Recognit. Lett. 21(9): 805-816 (2000) - [c21]Noureddine Abbadeni, Djemel Ziou, Shengrui Wang:
Computational Measures Corresponding to Perceptual Textural Features. ICIP 2000: 897-900 - [c20]Djemel Ziou:
Optimal Line Detector. ICPR 2000: 3534-3537 - [c19]François Deschênes, Djemel Ziou:
Detection of Line Junctions in Gray-Level Images. ICPR 2000: 3762-3765 - [c18]Noureddine Abbadeni, Djemel Ziou, Shengrui Wang:
Autocovariance-based Perceptual Textural Features Corresponding to Human Visual Perception. ICPR 2000: 3913-3916
1990 – 1999
- 1999
- [j6]Qingshan Jiang, Shengrui Wang, Djemel Ziou:
A further investigation for fuzzy measures on metric spaces. Fuzzy Sets Syst. 105(2): 293-297 (1999) - [j5]Elmehdi Aitnouri, Shengrui Wang, Djemel Ziou, Jean Vaillancourt, Langis Gagnon:
Estimation of multi-modal histogram's pdf using a mixture model. Neural Parallel Sci. Comput. 7(1): 103-118 (1999) - [c17]Mohammed Ouali, Claude Laurgeau, Djemel Ziou:
Dense Disparity Estimation Using Gabor Filters and Image Derivatives. 3DIM 1999: 483-489 - [c16]Noureddine Abbadeni, Djemel Ziou, Shengrui Wang:
Image Classification and Retrieval on the World Wide Web. ACM DL 1999: 208-209 - [c15]Mohammed Ouali, Djemel Ziou, Claude Laurgeau:
Inaccurate phase-based disparities removal. ICECS 1999: 973-976 - [c14]Mohammed Ouali, Djemel Ziou, Claude Laurgeau:
A Cooperative Multiscale Phase-Based Disparity Algorithm. ICIP (3) 1999: 145-149 - 1998
- [j4]Djemel Ziou, Abder Koukam:
Knowledge-based assistant for the selection of edge detectors. Pattern Recognit. 31(5): 587-596 (1998) - [c13]Djemel Ziou:
Passive Depth from Defocus Using a Spatial Domain Approach. ICCV 1998: 799-804 - [c12]Djemel Ziou, Shengrui Wang, Jean Vaillancourt:
Depth from Defocus using the Hermite Transform. ICIP (2) 1998: 958-962 - [c11]G. Daigle, Shengrui Wang, Djemel Ziou, Béchir el Ayeb:
A system for picture labeling. SMC 1998: 4453-4458 - [c10]Qingshan Jiang, Shengrui Wang, Djemel Ziou, Ali El Zaart, Maria T. Rey, Goze B. Bénié, Michael Henschel:
Ship detection in RADARSAT SAR imagery. SMC 1998: 4562-4566 - 1997
- [c9]Ali El Zaart, Djemel Ziou, François Dubeau:
Phase-based disparity estimation: a spatial approach. ICIP (3) 1997: 244-247 - 1996
- [c8]Djemel Ziou, Shengrui Wang:
Isotropic Processing for Gradient Estimation. CVPR 1996: 660-665 - 1995
- [c7]Djemel Ziou, Salvatore Tabbone:
Adaptive Elimination of False Edges for First Order Detectors. ICIAP 1995: 89-94 - [c6]Djemel Ziou, Abder Koukam:
The selection of edge detectors using local image structure. ICTAI 1995: 366-370 - 1994
- [j3]Djemel Ziou, Jean-Pierre Fabre:
Effects of edge orientation on the performance of first-order operators. Pattern Recognit. Lett. 15(10): 1053-1063 (1994) - [c5]Djemel Ziou, Jean-Pierre Fabre, Shengrui Wang:
Performance evaluation of first order operators. ICPR (1) 1994: 42-46 - 1993
- [j2]Djemel Ziou, Salvatore Tabbone:
A multi-scale edge detector. Pattern Recognit. 26(9): 1305-1314 (1993) - [c4]Djemel Ziou, Jean-Pierre Fabre:
Rotation Invariance in Edge Detection. CAIP 1993: 141-148 - [c3]Salvatore Tabbone, Djemel Ziou:
Efficient edge detection using two scales. CVPR 1993: 789-790 - 1992
- [c2]Djemel Ziou, R. Mohr:
An experience on automatic selection of the edge detectors. ICPR (3) 1992: 586-589 - [c1]Salvatore Tabbone, Djemel Ziou:
Subpixel positioning of edges for first and second order operators. ICPR (3) 1992: 655-658 - 1991
- [b1]Djemel Ziou:
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). National Polytechnic Institute of Lorraine, Nancy, France, 1991 - [j1]Djemel Ziou:
Line detection using an optimal IIR filter. Pattern Recognit. 24(6): 465-478 (1991)
Coauthor Index
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