A. Ben Hamza

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Hamid KrimProfessor of ECE, Director of VISSTA Laboratory, North Carolina State UniversityVerified email at ncsu.edu
Chunyuan LiMicrosoft Research, RedmondVerified email at microsoft.com
Hasib ZunairPh.D Student, Concordia UniversityVerified email at mail.concordia.ca
Nizar BouguilaProfessorVerified email at concordia.ca
Emad E. AbdallahProfessor of Information System Security, Hashemite UniversityVerified email at hu.edu.jo
Majid MasoumiAI ScientistVerified email at mail.mcgill.ca
Ali MoslehSamsung AI Center (Toronto)Verified email at samsung.com
Lorenzo LucianoAmazon, Machine Learning ScientistVerified email at amazon.com
Silvia BiasottiResearch Director at CNR - IMATI "E. Magenes"Verified email at ge.imati.cnr.it
Afzal GodilNational Institute of Standards and Technology, Gaithersburg, MD, USAVerified email at nist.gov
Jamal BentaharConcordia UniversityVerified email at ciise.concordia.ca
Mahsa RezaeiConcordia UniversityVerified email at encs.concordia.ca
David J BradyJ. W. and H. M. Goodman Endowed Chair in Optical Sciences, University of ArizonaVerified email at arizona.edu
Andrea CerriCNR - IMATI GenovaVerified email at ge.imati.cnr.it
Alan S. WillskyProfessor of EECS, MITVerified email at mit.edu
Hamed GhodratiResearch Engineer, Computer Research Institute of Montreal (CRIM)Verified email at crim.ca
Gozde Unal, PhD, ProfessorIstanbul Technical University, Department of Computer Engineering / AI & Data EngineeringVerified email at itu.edu.tr
Yong ZengProfessor, Information Systems Engineering, Concordia UniversityVerified email at concordia.ca
Emanuele SchiaviUniversidad Rey Juan CarlosVerified email at urjc.es
Nikos P. PitsianisAristotle University of ThessalonikiVerified email at auth.gr

A. Ben Hamza

Professor, Information Systems Engineering, Concordia University

Verified email at ciise.concordia.ca - Homepage

Computer vision machine learning federated learning anomaly detection human pose estimation


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Removing noise and preserving details with relaxed median filters AB Hamza, PL Luque-Escamilla, J Martínez-Aroza, R Román-Roldán Journal of mathematical imaging and vision 11, 161-177, 1999	253	1999
Image denoising: A nonlinear robust statistical approach AB Hamza, H Krim IEEE transactions on signal processing 49 (12), 3045-3054, 2001	236	2001
A generalized divergence measure for robust image registration Y He, AB Hamza, H Krim IEEE Transactions on Signal Processing 51 (5), 1211-1220, 2003	234	2003
Sharp U-Net: Depthwise convolutional network for biomedical image segmentation H Zunair, AB Hamza Computers in biology and medicine 136, 104699, 2021	207	2021
A multiscale approach to pixel-level image fusion A Ben Hamza, Y He, H Krim, A Willsky Integrated Computer-Aided Engineering 12 (2), 135-146, 2005	170	2005
Shape retrieval of non-rigid 3d human models D Pickup, X Sun, PL Rosin, RR Martin, Z Cheng, Z Lian, M Aono, ... International Journal of Computer Vision 120, 169-193, 2016	162	2016
MoNuSAC2020: A multi-organ nuclei segmentation and classification challenge R Verma, N Kumar, A Patil, NC Kurian, S Rane, S Graham, QD Vu, ... IEEE Transactions on Medical Imaging 40 (12), 3413-3423, 2021	138	2021
A multiresolution descriptor for deformable 3D shape retrieval C Li, A Ben Hamza The Visual Computer 29, 513-524, 2013	135	2013
A federated learning approach to anomaly detection in smart buildings RA Sater, AB Hamza ACM Transactions on Internet of Things 2 (4), 1-23, 2021	122	2021
Geodesic object representation and recognition AB Hamza, H Krim Discrete Geometry for Computer Imagery: 11th International Conference, DGCI …, 2003	118	2003
Dynamic independent component analysis approach for fault detection and diagnosis G Stefatos, AB Hamza Expert Systems with Applications 37 (12), 8606-8617, 2010	114	2010
Melanoma detection using adversarial training and deep transfer learning H Zunair, AB Hamza Physics in Medicine & Biology 65 (13), 135005, 2020	95	2020
Reconstruction of reflectance spectra using robust nonnegative matrix factorization AB Hamza, DJ Brady IEEE Transactions on Signal Processing 54 (9), 3637-3642, 2006	94	2006
Image watermarking scheme using nonnegative matrix factorization and wavelet transform M Ouhsain, AB Hamza Expert Systems with Applications 36 (2), 2123-2129, 2009	93	2009
Unifying probabilistic and variational estimation AB Hamza, H Krim, GB Unal IEEE Signal Processing Magazine 19 (5), 37-47, 2002	82	2002
Spatially aggregating spectral descriptors for nonrigid 3D shape retrieval: a comparative survey C Li, A Ben Hamza Multimedia Systems 20, 253-281, 2014	79	2014
Image Text Detection Using a Bandlet-Based Edge Detector and Stroke Width Transform. A Mosleh, N Bouguila, AB Hamza BMVC, 1-12, 2012	78	2012
Automatic inpainting scheme for video text detection and removal A Mosleh, N Bouguila, AB Hamza IEEE Transactions on Image processing 22 (11), 4460-4472, 2013	74	2013
Geodesic matching of triangulated surfaces AB Hamza, H Krim IEEE transactions on image processing 15 (8), 2249-2258, 2006	73	2006
Secret sharing approaches for 3D object encryption E Elsheh, AB Hamza Expert Systems with Applications 38 (11), 13906-13911, 2011	69	2011

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