Djemel Ziou » Autres publications

Autres publications

M.S. Allili, D. Ziou,   N. Bouguila, and S. Boutemedjet.   Image and Video Segmentation by Combining Unsupervised Generalized Gaussian Mixture Modeling and Feature Selection. IEEE Transactions on Circuits and Systems for Video Technology 20 (10), pp. 1373 – 1377, 2010.

S. Boutemedjet and D. Ziou: Long-term relevance feedback and feature selection for adaptive content based image suggestion. Pattern Recognition 43(12), pp. 3925-3937, 2010.

S. Boutemedjet, N. Bouguila, and D. Ziou (2009).A Hybrid Feature Extraction Selection Approach for High-Dimensional Non-Gaussian Data Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence 31(9), pp. 1429-1443, 2009.

D. Ziou, T. Hamri, S, Boutemdjet.A hybrid probabilistic framework for content-based image retrieval with feature weighting.  Pattern Recognition 42 (7), pp. 1511-1519, 2009.

S. Boutemedjet and D. Ziou. A Graphical Model for Context-Aware Visual Content Recommendation. IEEE Transactions on Multimedia 10 (1), pp. 52-62, 2008.

F. Deschênes, D. Ziou, and P. Fuchs.A homotopy-based approach for computing defocus blur and affine transform simultaneously. Pattern Recognition 41(7), pp. 2263-2282, 2008.

N. Bouguila and D. Ziou. High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length.  IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (10), pp. 1716 - 1731  2007.

ML Kherfi and D. Ziou.Image Collection Modeling and Application to Indexing, Browsing and. Semantic Retrieval. IEEE Transactions on Multimedia 9 (4), pp. 893-900. 2007.

M.F. Auclair-Fortier andDjemel Ziou. A Global Approach for Solving
Evolutive Heat Transfer for Image Denoising and Inpainting.
IEEE Transactions on Image Processing, vol. 15,  pp. 2558-2574 , 2006.

 N. Bouguila and D. Ziou Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach. IEEE Transactions on Knowledge and Data Engineering , vol. 18, pp. 993-1009, 2006.

M.L. Kherfi and D. Ziou. Relevance Feedback for CBIR: A New Approach
Based on Probabilistic Feature Weighting with Positive and Negative
. IEEE Transactions on Image Processing, vol. 15, pp. 1017- 1030, 2006.

 Z. Wang, D. Ziou, C. Armenakis, D. Li, Q. Li. A comparative analysis of image fusion methods. IEEE Transactions on Geoscience and Remote Sensing, 1391-1402, 2005..

 F. Deschênes, D. Ziou, and F. Fuchs. An Unified Approach for a Simultaneous and Cooperative Estimation of Defocus Blur and Spatial Shifts. Image Vision and Computing, vol. 22, no 1, pp. 35-57 (23), 2004

N. Bouguila, D. Ziou, and J. Vaillancourt. Maximum Likelihood
Estimation of the Generalized Dirichlet Mixture
. IEEE Transactions on
Image Processing (13), 1533- 1543, 2004.

M.L. Kherfi, D. Ziou, and A. Bernardi. Image Retrieval from the World
Wide Web : Issues, Strategies, and Systems.
ACM Computing Surveys (36), 35-67, 2004.

A. El Zaart and D. Ziou. Statistical Modeling of Heterogenuous MultiModel
Image Histogram Using Parametric Distribution
. Accepted in Int. Journal of
Remote Sensing, 2006.

M.L. Kherfi, D. Ziou, and A. Bernardi. Combining positive and negative
examples in relevance feedback for content-based image retrieval
. Journal of Visual Communication and Image Representation, vol.14, no.4, pp.428-457 (30), 2003

L. Bentabet, S. Jodouin, D. Ziou, J. Vaillancourt.Road Vectors Update
Using SAR Imagery : A Snake Based Method.
IEEE Transactions on Geosicences and Remote Sensing, Vol. 41, No. 8, pp. 1785-1803, 2003

D. Ziou, and M. Allili. Generating Cubical Complexes for Euler Number
. Pattern Recognition, Vol 35, No 12, pp.2833-2839 (7), 2002.

D. Ziou and F. Deschênes. Depth from Defocus Estimation in Spatial Domain. Computer Vision and Image Understanding 81, pp. 143--165, 2001