Publications

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Submitted
[707] Rivest-Hénault D, Sundar H, Cheriet M. "Non-Rigid 2D/3D Registration of Coronary Artery Models with Live Fluoroscopy for Guidance of Cardiac Interventions." IEEE Transaction on Medical Imaging. Submitted.
In Press
[624] Despins C, Labeau F, Labelle R, et al. "Leveraging Green Communications for Carbon Emission Reductions: Techniques, Testbeds and Emerging Carbon Footprint Standards." IEEE Communications Magazine. In Press.
[Farrahi2012] Farrahi Moghaddam R, Cheriet M. "AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization." Pattern Recognition. In Press:–.
[662] Adankon MM, Cheriet M. "Help-Training for Semi-supervised Learning." Pattern Recognition. In Press.
[Rivest-H'enault2011] Rivest-Hénault D, Farrahi Moghaddam R, Cheriet M. "A local linear level set method for the binarization of degraded historical document images." IJDAR. In Press;DOI: 10.1007/s10032-011-0157-5. Abstract
[Adankon2009] Adankon MM, Cheriet M, Biem A. "Semi-Supervised Learning using Bayesian inference." IEEE Transactions on Neural Networks. In Press.
2011
[Dore2011] Doré V, Farrahi Moghaddam R, Cheriet M. "Non-local adaptive structure tensors. Application to anisotropic diffusion and shock filtering." Image and Vision Computing. 2011;29(11):730-743. Abstract
[Farrahi2011c] Farrahi Moghaddam R, Cheriet M. "Beyond pixels and regions: A non-local patch means (NLPM) method for content-level restoration, enhancement, and reconstruction of degraded document images." Pattern Recognition. 2011;44:363-374. Abstract
[Hedjam2011] Hedjam R, Farrahi Moghaddam R, Cheriet M. "A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images." Pattern Recognition. 2011;44:2184-2196.
[Rivest2009] Rivest-Hénault D, Cheriet M. "Unsupervised MRI Segmentation of Brain Tissues Using a Local Linear Model and Level Set." Elsevier Journal of Magnetic Resonance Imaging. 2011;29(2):243-259.
2010
[342] Adankon MM, Cheriet M. "Genetic Algorithm based training for Semi-supervised SVM." Neural Computing and Application. 2010;19:1197-1206 .
[Farrahi2010] Farrahi Moghaddam R, Cheriet M. "A multi-scale framework for adaptive binarization of degraded document images." Pattern Recognition. 2010;43:2186-2198. Abstract
[628] Sehad A, Bessah N, Touari I, Benfattoum Y, Khali H, Cheriet M. "A New PCA-based Face Authentication Approach for Smart-Card Implementation." International Review on Computers and Software . 2010;5(4):384-389 .
[Farrahi2009b] Farrahi Moghaddam R, Cheriet M. "A Variational Approach to Degraded Document Enhancement." IEEE Transactions on Pattern Analysis and Machine Intelligence. 2010;32:1347-1361.
2009
[629] Mamish S, Cheriet M. "Correcting Arabic OCR Errors using Improved Topic based language Models." Int. Journal of Computer Processing of Oriental Languages. 2009;22(4):321-340 .
[Farrahi2009] Farrahi Moghaddam R, Cheriet M. "Low quality document image modeling and enhancement." IJDAR. 2009;11:183-201.
[387] Doré V, Cheriet M. "Robust NL-means filter with optimal smoothing parameter for statistical image denoising." IEEE Trans. on Signal Processing, 57(5): 1703-1716. 2009.
[Farrahi2009a] Farrahi Moghaddam R, Cheriet M. "RSLDI: Restoration of single-sided low-quality document images." Pattern Recognition. 2009;42:3355-3364.
[363] Adankon MM, Cheriet M. "Semi-Supervised Least Squares Support Vector Machine." IEEE Transactions on Neural Networks. 2009;20(12):1858-1870 .
[366] Messaoud B, Lamia M, Farid H, Guessoum A, Cheriet M. "2DPCA based techniques in DCT domain for face recognition." Intelligent Systems Technologies and Applications (7)3: 243-265. 2009.
[373] Cheriet M, El-Yacoubi MA, Hiromichi F, Lopresti DP, Lorette G. "Handwriting recognition research: Twenty years of achievement... and beyond." Pattern Recognition 42(12): 3131-3135. 2009.
[354] Hassan S, Mounir S, Fnaiech F, Cheriet M. "Image Watermarking Based on the Hessenberg Transform." Int. J. Image Graphics 9(3): 411-433. 2009.
[365] Adankon MM, Cheriet M. "Model selection for the LS-SVM. Application to handwriting recognition." Pattern Recognition 42(12): 3264-3270. 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.
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