David Menotti

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William Robson SchwartzAssociate Professor of Computer Science, Federal University of Minas Gerais, BrazilVerified email at dcc.ufmg.br
Eduardo J. S. LuzUniversidade Federal de Ouro Preto, Federal University of Ouro PretoVerified email at ufop.edu.br
Rayson LarocaPhD candidate, Federal University of ParanáVerified email at inf.ufpr.br
Gladston MoreiraComputing Department, Universidade Federal de Ouro PretoVerified email at iceb.ufop.br
Arnaldo de Albuquerque AraujoProfessor of Computer Science, Federal University of Minas GeraisVerified email at dcc.ufmg.br
Guillermo Camara ChavezProfessor of Computer ScienceVerified email at ufop.edu.br
Luiz A. ZanlorensiComputer Vision Researcher, NatosafeVerified email at inf.ufpr.br
Hélio PedriniInstitute of Computing, University of CampinasVerified email at ic.unicamp.br
Jacques FaconUfesVerified email at ufes.br
Gabriel R. GonçalvesUniversidade Federal de Minas GeraisVerified email at dcc.ufmg.br
Diego Rafael LucioEstudante de Doutorado em Informática, Universidade Federal do ParanáVerified email at inf.ufpr.br
Alceu de Souza Britto JrProfessor of Computer Science, Pontifical Catholic University of ParanaVerified email at ppgia.pucpr.br
Laurent NajmanProfessor, Laboratoire d'Informatique Gaspard Monge, ESIEE, Université Gustave EiffelVerified email at esiee.fr
Luiz Eduardo S. OliveiraFederal University of Parana, Dept of InformaticsVerified email at ufpr.br
Pedro Ismael da Silva JuniorScientific Researcher, Butantan InstituteVerified email at butantan.gov.br
Evaír SeveroUniversidade Federal do Paraná (UFPR)Verified email at inf.ufpr.br
Falcao, A.X.Professor of Computer Science, University of CampinasVerified email at ic.unicamp.br
Valter EstevamInstituto Federal do ParanáVerified email at ifpr.edu.br
Giovani ChiachiaUniversity of CampinasVerified email at ic.unicamp.br
Dr. Anderson Rocha (Full-Professor)University of Campinas (Unicamp), Campinas, SP, BrazilVerified email at unicamp.br

David Menotti

Department of Informatics, Universidade Federal do Paraná

Verified email at inf.ufpr.br - Homepage

Computer Vision Image Processing Pattern Recognition Machine Learning


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ECG-based heartbeat classification for arrhythmia detection: A survey EJS Luz, WR Schwartz, G Cámara-Chávez, D Menotti Computer methods and programs in biomedicine 127, 144-164, 2016	856	2016
Deep Representations for Iris, Face, and Fingerprint Spoofing Detection D Menotti, G Chiachia, A Pinto, WR Schwartz, H Pedrini, AX Falcao, ... IEEE Transactions on Information Forensics and Security 10 (4), 2015	592	2015
A robust real-time automatic license plate recognition based on the YOLO detector R Laroca, E Severo, LA Zanlorensi, LS Oliveira, GR Gonçalves, ... International Joint Conference on Neural Networks (IJCNN), 2018	551	2018
Multi-histogram equalization methods for contrast enhancement and brightness preserving D Menotti, L Najman, J Facon, AA Araújo IEEE Transactions on Consumer Electronics 53 (3), 1186-1194, 2007	369	2007
Towards an effective and efficient deep learning model for COVID-19 patterns detection in X-ray images E Luz, P Silva, R Silva, L Silva, J Guimarães, G Miozzo, G Moreira, ... Research on Biomedical Engineering, 1-14, 2021	346	2021
COVID-19 detection in CT images with deep learning: A voting-based scheme and cross-datasets analysis P Silva, E Luz, G Silva, G Moreira, R Silva, D Lucio, D Menotti Informatics in medicine unlocked 20, 100427, 2020	231	2020
ECG arrhythmia classification based on optimum-path forest EJS Luz, TM Nunes, VHC De Albuquerque, JP Papa, D Menotti Expert Systems with Applications 40 (9), 3561-3573, 2013	199	2013
An efficient and layout‐independent automatic license plate recognition system based on the YOLO detector R Laroca, LA Zanlorensi, GR Gonçalves, E Todt, WR Schwartz, D Menotti IET Intelligent Transport Systems 15 (4), 483-503, 2021	164	2021
Federated learning enables big data for rare cancer boundary detection S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ... Nature communications 13 (1), 7346, 2022	129	2022
Inter-patient ECG heartbeat classification with temporal VCG optimized by PSO G Garcia, G Moreira, D Menotti, E Luz Scientific reports 7 (1), 10543, 2017	129	2017
Learning deep off-the-person heart biometrics representations EJ da Silva Luz, GJP Moreira, LS Oliveira, WR Schwartz, D Menotti IEEE Transactions on Information Forensics and Security 13 (5), 1258-1270, 2017	119	2017
Benchmark for license plate character segmentation GR Gonçalves, SPG da Silva, D Menotti, WR Schwartz Journal of Electronic Imaging 25 (5), 053034-053034, 2016	105	2016
Robust automated cardiac arrhythmia detection in ECG beat signals VHC de Albuquerque, TM Nunes, DR Pereira, EJS Luz, D Menotti, ... Neural Computing and Applications 29, 679-693, 2018	91	2018
An approach to iris contact lens detection based on deep image representations P Silva, E Luz, R Baeta, H Pedrini, AX Falcao, D Menotti 2015 28th SIBGRAPI Conference on Graphics, Patterns and Images, 157-164, 2015	85	2015
Convolutional neural networks for automatic meter reading R Laroca, V Barroso, MA Diniz, GR Gonçalves, WR Schwartz, D Menotti Journal of Electronic Imaging 28 (1), 013023, 2019	83	2019
Hu and Zernike Moments for Sign Language Recognition KC Otiniano-Rodrıguez, G Cámara-Chávez, D Menotti IPCV'12 - The 2012 International Conference on Image Processing, Computer …, 2012	64	2012
Real-time automatic license plate recognition through deep multi-task networks GR Gonçalves, MA Diniz, R Laroca, D Menotti, WR Schwartz Conference on Graphics, Patterns and Images (SIBGRAPI), 110-117, 2018	61	2018
Face Detection: Histogram of Oriented Gradients and Bag of Feature Method LR Cerna, G Cámara-Chávez, D Menotti IPCV'13 - The 2013 International Conference on Image Processing, Computer …, 2013	52	2013
Deep learning for image-based automatic dial meter reading: Dataset and baselines G Salomon, R Laroca, D Menotti International Joint Conference on Neural Networks (IJCNN), 2020	50	2020
License plate recognition based on temporal redundancy GR Gonçalves, D Menotti, WR Schwartz 2016 IEEE 19th International Conference on Intelligent Transportation …, 2016	48	2016

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