Publications

2009
[365] Adankon MM, Cheriet M. "Model selection for the LS-SVM. Application to handwriting recognition." Pattern Recognition 42(12): 3264-3270. 2009.
[455] Sadri J, Cheriet M. "A New Approach for Skew Correction of Documents Based on Particle Swarm Optimization.". In: IAPR ICDAR.; 2009:.
[369] Cheriet M, Horst B, Jianying H, Fumitaka K, Suen CY. "New Frontiers in Handwriting Recognition." Pattern Recognition 42(12): 3129-3130. 2009.
[376] Fnaiech N, Fnaiech F, Jervis BW, Cheriet M. "SSIP:The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm." Intelligent Automation and Soft Computing, 15(4): 573-589. 2009.
[407] Adankon MM, Cheriet M. "Support Vector Machine.". In: Encyclopedia of Biometrics.; 2009:.
[406] Adankon MM, Cheriet M. "Unified Framework for SVM model Selection.". In: Hands-on pattern recognition: challenges in data representation, model selection, and performance prediction. Isabelle Guyon, Gavin Cawley, Gideon Dror, and Amir Saffari (Editors); 2009.
2008
[Cheriet2008] Cheriet M, Farrahi Moghaddam R. "Low Quality Image Processing for DIAR. Issues and Directions.". In: EUSIPCO'08. Lausanne, Switzerland; 2008. Download: cheriet2008.pdf (484.56 KB)
[Farrahi2008] Farrahi Moghaddam R, Cheriet M. "EFDM: Restoration of Single-sided Low-quality Document Images.". In: ICFHR'08. Montréal, Québec, Canada; 2008:.
[418] Adankon MM, Cheriet M. "Model Selection for LS-SVM: Application to Handwriting Recognition.". In: ICFHR (NSERC). Montreal; 2008.
[633] Adankon MM, Cheriet M. "Help-Training for semi-supervised discriminative classifiers. Application to SVM.". In: ICPR’2008. Tampa, FL, USA; 2008.
[433] Cheriet M, Farrahi Moghaddam R. "DIAR: Advances in Degradation Modeling and Processing.". In: International Conference on Image Analysis and Recognition, Keynote Talk. Povoa de Varzim; 2008.
[Cheriet2008a] Cheriet M, Farrahi Moghaddam R. "Degradation Modeling and Enhancement of Low Quality documents.". In: WOSPA'2008. Sharjah, UAE, Invited paper; 2008.
[435] Cheriet M, Farrahi Moghaddam R. "DIAR: Advances in Degradation Modeling and Processing.". In: ICIAR, Invited Talk.; 2008:.
[Cheriet2008b] Cheriet M, Farrahi Moghaddam R. "DIAR: Advances in Degradation Modelling and Processing.". In: Lecture Notes in Computer Science: ICIAR'2008. Vol. 5112/2008. Póvoa de Varzim, Portugal, Invited paper; 2008:.
[462] Fataicha Y. Méthodes de recherche d'informations dans des documents. ETS; 2008.
[465] Milgram J. Modèles de classification et de vérfication. ETS; 2008.
[623] Suen CY, Cheriet M. Proceedings. Montreal, Canada; 2008.
[463] Mezghani N. Système de reconnaissance de l'écriture arabe manuscrite. ETS; 2008.
[467] Seddiqui H. Watermarking strategies. ETS; 2008.
[379] Mezghani N, Mitiche A, Cheriet M. "Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities." IEEE Trans. Pattern Analysis and Machine Intelligence 30(7): 1121-1131. 2008.
[362] Sayadi M, Sakrane S, Fnaiech F, Cheriet M. "Gray-level Texture Characterization Based on a New Adaptive Nonlinear Auto-Regressive Filter." Electronic Letters on Computer Vision and Image Analysis, 7(1): 40-53. 2008.
2007
[397] Cheriet M, Kharma N, Suen CY, al.. Character Recognition Systems, a Textbook for Students and Practitioners. John Wiley & Sons Inc.; 2007.
[424] Al-Ohali Y, Alanzi A, Suen CY, Kasvand T, Cheriet M. "Combined Measures Toward Restoration of Temporal Information from Offline Handwritten Text." Sharjah (UAE); 2007.
[427] Bengharabi M, Harizi F, Cheriet M, Guessoum A. "A framework for a GMM-UBM Based Speaker Verification and the Need of a Large Arabic data Base." Sharjah (UAE); 2007.
[509] Sehad, Mezai L, Laskri MT, Cheriet M. "Skew Angle Estimation of Printed Documents Using Linear Regression, Wavelet Transform, and Anistropic Diffusion." Sharjah (UAE); 2007.
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