Publications

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In Press
[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. In Press. Download: drh-registration.pdf (11.59 MB)
[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.
[662] Adankon MM, Cheriet M. "Help-Training for Semi-supervised Learning." Pattern Recognition. In Press.
[Adankon2009] Adankon MM, Cheriet M, Biem A. "Semi-Supervised Learning using Bayesian inference." IEEE Transactions on Neural Networks. In Press.
2013
[Cheriet2012a] Cheriet M, Farrahi Moghaddam R, Hedjam R. "A learning framework for the optimization and automation of document binarization methods." Computer Vision and Image Understanding. 2013;117(3):269-280. Download: learning_bin_paper1.pdf (3.43 MB)
[787] Nguyen K-K, Cheriet M, Lemay M, Savoie M, Ho B. "Powering a Data Center Network via Renewable Energy: A Green Testbed." IEEE Internet Computing Magazine. 2013;(SI: Jan/Feb 2013 - Sustainable Internet). Abstract  Download: IC-17-01-Nguy.pdf (5.3 MB)
[Hedjam20132297] Hedjam R, Cheriet M. "Historical document image restoration using multispectral imaging system." Pattern Recognition. 2013;46:2297-2312.
[807] Farrahi Moghaddam R, Moghaddam FF, Cheriet M. "A Modified GHG Intensity Indicator: Toward a Sustainable Global Economy based on a Carbon Border Tax and Emissions Trading." Energy Policy. 2013;Accepted. Abstract  Download: MGHGINT1_core.pdf (1.61 MB)
2012
[Farrahi2012d] Farrahi Moghaddam R, Cheriet M. "Real-Time Knowledge-Based Processing of Images: Application of the Online NLPM} Method to Perceptual Visual Analysis." Image Processing, IEEE Transactions on. 2012;21(8):3390-3404. Download: wavedesct2_final.pdf (4.67 MB)
[Farrahi2012] Farrahi Moghaddam R, Cheriet M. "AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization." Pattern Recognition. 2012;45(6):2419-2431. Download: accepted.pdf (9.02 MB)
[789] Nguyen K-K, Cheriet M, Lemay M. "Enabling Infrastructure as a Service (IaaS) on IP Networks: From Distributed to Virtualized Control Plane." IEEE Communications Magazine. 2012. Abstract  Download: commag-nguyen.pdf (684.53 KB)
[784] Lemay M, Nguyen K-K, Arnaud BS, Cheriet M. "Convergence of Cloud Computing and Network Virtualization: Towards a Zero-Carbon Network." IEEE Internet Computing Magazine. 2012. Abstract  Download: IC-16-06-Nguy.pdf (2.36 MB)
[748] "Environmental-aware virtual data center network.". 2012. Download: Environmental-aware_virtual_data_center_network.pdf (4.33 MB)
[Chherawala20123277] Chherawala Y, Cheriet M. "W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents." Pattern Recognition. 2012;45:3277-3287. Download: science_accepted_manuscript.pdf (2.09 MB)
2011
[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(9):2184-2196. Download: bays_bin1.pdf (1.42 MB)
[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. 2011;DOI: 10.1007/s10032-011-0157-5:1-24. Abstract  Download: levelset_bin1.pdf (7.28 MB)
[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(2):363-374. Abstract  Download: farrahi2010c.pdf (937.08 KB)
[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  Download: article_review3.pdf (1.59 MB)
[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
[Farrahi2009b] Farrahi Moghaddam R, Cheriet M. "A Variational Approach to Degraded Document Enhancement." IEEE Transactions on Pattern Analysis and Machine Intelligence. 2010;32(8):1347-1361. Download: Reza.Pami_.pdf (1.03 MB)
[Farrahi2010] Farrahi Moghaddam R, Cheriet M. "A multi-scale framework for adaptive binarization of degraded document images." Pattern Recognition. 2010;43(6):2186-2198. Abstract  Download: farrahi2010.pdf (1011.75 KB)
[342] Adankon MM, Cheriet M. "Genetic Algorithm based training for Semi-supervised SVM." Neural Computing and Application. 2010;19:1197-1206 .
[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 .
2009
[Farrahi2009] Farrahi Moghaddam R, Cheriet M. "Low quality document image modeling and enhancement." IJDAR. 2009;11(4):183-201. Download: farrahi2009.pdf (2.4 MB)
[Farrahi2009a] Farrahi Moghaddam R, Cheriet M. "RSLDI: Restoration of single-sided low-quality document images." Pattern Recognition. 2009;42(12):3355-3364. Download: Farrahi2009a.pdf (881.86 KB)
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