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ResearcherID: M-6205-2014
Scopus Author ID: 22835431000

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Works (30)

Leveraging Model Fusion for Improved License Plate Recognition

2024 | Book chapter
DOI: 10.1007/978-3-031-49249-5_5
Contributors: Rayson Laroca; Luiz A. Zanlorensi; Valter Estevam; Rodrigo Minetto; David Menotti
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Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach

IEEE Transactions on Information Forensics and Security
2023 | Journal article
DOI: 10.1109/TIFS.2022.3216468
Contributors: Matej Vitek; Abhijit Das; Diego Rafael Lucio; Luiz Antonio Zanlorensi; David Menotti; Jalil Nourmohammadi Khiarak; Mohsen Akbari Shahpar; Meysam Asgari-Chenaghlu; Farhang Jaryani; Juan E. Tapia et al.
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Bubble Detection with Semantic Segmentation for Multiphase Flow Particle Image Velocimetry

2023-12-31 | Conference paper
DOI: 10.21528/CBIC2023-030
Contributors: Walisson Pinto; Antonio Pinto; Paulo Rodrigo Cavalin; David Menotti; Igor Braga Paula; Helon Ayala
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Tell me what you see: A zero-shot action recognition method based on natural language descriptions

Multimedia Tools and Applications
2023-09-01 | Journal article
DOI: 10.1007/s11042-023-16566-5
Contributors: Valter Estevam; Rayson Laroca; Helio Pedrini; David Menotti
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Global Semantic Descriptors for Zero-Shot Action Recognition

IEEE Signal Processing Letters
2022 | Journal article
DOI: 10.1109/LSP.2022.3200605
Contributors: Valter Estevam; Rayson Laroca; Helio Pedrini; David Menotti
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Towards Image-Based Automatic Meter Reading in Unconstrained Scenarios: A Robust and Efficient Approach

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3077415
Contributors: Rayson Laroca; Alessandra B. Araujo; Luiz A. Zanlorensi; Eduardo C. De Almeida; David Menotti
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Vehicle-Rear: A New Dataset to Explore Feature Fusion for Vehicle Identification Using Convolutional Neural Networks

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3097964
Contributors: Icaro O. De Oliveira; Rayson Laroca; David Menotti; Keiko Veronica Ono Fonseca; Rodrigo Minetto
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A deep descriptor for cross-tasking EEG-based recognition

PeerJ Computer Science
2021-05-19 | Journal article
DOI: 10.7717/peerj-cs.549
Contributors: Mariana R.F. Mota; Pedro H.L. Silva; Eduardo J.S. Luz; Gladston J.P. Moreira; Thiago Schons; Lauro A.G. Moraes; David Menotti
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An efficient and layout‐independent automatic license plate recognition system based on the YOLO detector

IET Intelligent Transport Systems
2021-04 | Journal article
DOI: 10.1049/itr2.12030
Contributors: Rayson Laroca; Luiz A. Zanlorensi; Gabriel R. Gonçalves; Eduardo Todt; William Robson Schwartz; David Menotti
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COVID-19 detection in CT images with deep learning: A voting-based scheme and cross-datasets analysis

Informatics in Medicine Unlocked
2020 | Journal article
DOI: 10.1016/j.imu.2020.100427
Contributors: Pedro Silva; Eduardo Luz; Guilherme Silva; Gladston Moreira; Rodrigo Silva; Diego Lucio; David Menotti
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Video action recognition based on visual rhythm representation

Journal of Visual Communication and Image Representation
2020-08 | Journal article
DOI: 10.1016/j.jvcir.2020.102771
Contributors: Thierry Pinheiro Moreira; David Menotti; Helio Pedrini
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Deep representations for cross‐spectral ocular biometrics

IET Biometrics
2020-03 | Journal article
DOI: 10.1049/iet-bmt.2019.0116
Contributors: Luiz A. Zanlorensi; Diego Rafael Lucio; Alceu de Souza Britto Junior; Hugo Proença; David Menotti
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Chimerical Dataset Creation Protocol Based on Doddington Zoo: A Biometric Application with Face, Eye, and ECG

Sensors
2019-07-05 | Journal article
DOI: 10.3390/s19132968
Contributors: Pedro Lopes Silva; Eduardo Luz; Gladston Moreira; Lauro Moraes; David Menotti
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Noisy Character Recognition Using Deep Convolutional Neural Networks

2018 | Book chapter
DOI: 10.1007/978-3-319-75193-1_60
Contributors: Sirlene Peixoto; Gabriel Gonçalves; Andrea Bianchi; Alceu De S. Brito; William Robson Schwartz; David Menotti
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Deep periocular representation aiming video surveillance

Pattern Recognition Letters
2018-10 | Journal article
DOI: 10.1016/j.patrec.2017.12.009
Contributors: Eduardo Luz; Gladston Moreira; Luiz Antonio Zanlorensi Junior; David Menotti
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Learning Deep Off-the-Person Heart Biometrics Representations

IEEE Transactions on Information Forensics and Security
2018-05 | Journal article
DOI: 10.1109/TIFS.2017.2784362
Contributors: Eduardo Jose da Silva Luz; Gladston J. P. Moreira; Luiz S. Oliveira; William Robson Schwartz; David Menotti
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ECG-based heartbeat classification for arrhythmia detection: A survey

Computer Methods and Programs in Biomedicine
2016-04 | Journal article
DOI: 10.1016/j.cmpb.2015.12.008
Contributors: Eduardo José da S. Luz; William Robson Schwartz; Guillermo Cámara-Chávez; David Menotti
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Deep Representations for Iris, Face, and Fingerprint Spoofing Detection

IEEE Transactions on Information Forensics and Security
2015-04 | Journal article
DOI: 10.1109/TIFS.2015.2398817
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Evaluating the use of ECG signal in low frequencies as a biometry

Expert Systems With Applications
2014 | Journal article
DOI: 10.1016/j.eswa.2013.09.028
WOSUID:

WOS:000330600800019
Contributors: Luz, Eduardo Jose da S.; Menotti, David; Schwartz, William Robson
Source: Self-asserted source
David Menotti via ResearcherID

Combining Multiple Classification Methods for Hyperspectral Data Interpretation

Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2013 | Journal article
DOI: 10.1109/JSTARS.2013.2251969
WOSUID:

WOS:000320871800041
Contributors: Santos, Andrey Bicalho; Araujo, Arnaldo de Albuquerque; Menotti, David
Source: Self-asserted source
David Menotti via ResearcherID

ECG arrhythmia classification based on optimum-path forest

Expert Systems With Applications
2013 | Journal article
DOI: 10.1016/j.eswa.2012.12.063
WOSUID:

WOS:000316581300023
Contributors: Luz, Eduardo Jose da S.; Nunes, Thiago M.; de Albuquerque, Victor Hugo C.; Papa, Joao P.; Menotti, David
Source: Self-asserted source
David Menotti via ResearcherID

A methodology for photometric validation in vehicles visual interactive systems

Expert Systems With Applications
2012 | Journal article
DOI: 10.1016/j.eswa.2011.09.126
WOSUID:

WOS:000299583700025
Contributors: Faria, A. W. C.; Menotti, D.; Pappa, G. L.; Lara, D. S. D.; Araujo, A. de A.
Source: Self-asserted source
David Menotti via ResearcherID

COMBINER OF CLASSIFIERS USING GENETIC ALGORITHM FOR CLASSIFICATION OF REMOTE SENSED HYPERSPECTRAL IMAGES

2012 Ieee International Geoscience and Remote Sensing Symposium (Igarss)
2012 | Journal article
WOSUID:

WOS:000313189404058
Contributors: Santos, A. B.; Araujo, A. de A.; Menotti, D.; IEEE
Source: Self-asserted source
David Menotti via ResearcherID

APPLICATION OF COMPLEX NETWORKS FOR AUTOMATIC CLASSIFICATION OF DAMAGING AGENTS IN SOYBEAN LEAFLETS

2011 18th Ieee International Conference on Image Processing (Icip)
2011 | Journal article
WOSUID:

WOS:000298962501048
Contributors: Souza, Thiago L. G.; Mapa, Eduardo S.; dos Santos, Kayran; Menotti, David; IEEE
Source: Self-asserted source
David Menotti via ResearcherID

How the Choice of Samples for Building Arrhythmia Classifiers Impact Their Performances

2011 Annual International Conference of the Ieee Engineering in Medicine and Biology Society (Embc)
2011 | Journal article
WOSUID:

WOS:000298810003326
Contributors: Luz, Eduardo; Menotti, David; IEEE
Source: Self-asserted source
David Menotti via ResearcherID

Towards an Automatic Vehicle Access Control System: License Plate Location

2011 Ieee International Conference on Systems, Man, and Cybernetics (Smc)
2011 | Journal article
WOSUID:

WOS:000298615103026
Contributors: Mendes Junior, Pedro R.; Neves, Jose M. R.; Tavares, Andrea I.; Menotti, David; IEEE
Source: Self-asserted source
David Menotti via ResearcherID

A Semi-Automatic Method for Segmentation of the Coronary Artery Tree from Angiography

2009 Xxii Brazilian Symposium on Computer Graphics and Image Processing (Sibgrapi 2009)
2009 | Journal article
DOI: 10.1109/SIBGRAPI.2009.41
WOSUID:

WOS:000289696300026
Contributors: Lara, Daniel S. D.; Faria, Alexandre W. C.; Araujo, Arnaldo de A.; Menotti, David; IEEE
Source: Self-asserted source
David Menotti via ResearcherID

TOWARDS AUTOMATED LYMPHOMA PROGNOSIS BASED ON PET IMAGES

2008 Ieee Workshop on Machine Learning For Signal Processing
2008 | Journal article
DOI: 10.1109/MLSP.2008.4685493
WOSUID:

WOS:000266687900048
Contributors: Pappa, Gisele L.; Talbot, Hugues; Menotti, David; Meignan, Michel; IEEE
Source: Self-asserted source
David Menotti via ResearcherID

A fast hue-preserving histogram equalization method for color image enhancement using a Bayesian framework

2007 14th International Workshop on Systems, Signals, & Image Processing & Eurasip Conference Focused on Speech & Image Processing, Multimedia Communications & Services
2007 | Journal article
WOSUID:

WOS:000253680600045
Contributors: Menotti, D.; Najman, L.; Araujo, A. de A.; Facon, J.; IEEE
Source: Self-asserted source
David Menotti via ResearcherID

Multi-histogram equalization methods for contrast enhancement and brightness preserving

Ieee Transactions on Consumer Electronics
2007 | Journal article
DOI: 10.1109/TCE.2007.4341603
WOSUID:

WOS:000249541300053
Contributors: Menotti, David; Najman, Laurent; Facon, Jacques; Araujo, Arnaldo de A.
Source: Self-asserted source
David Menotti via ResearcherID
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