David Menotti

According to our database1, David Menotti authored at least 64 papers between 2003 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
Convolutional neural networks for automatic meter reading.
J. Electronic Imaging, 2019

A 3D Lung Nodule Candidate Detection by Grouping DCNN 2D Candidates.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Detecting Pedestrians with YOLOv3 and Semantic Segmentation Infusion.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

2018
Learning Deep Off-the-Person Heart Biometrics Representations.
IEEE Trans. Information Forensics and Security, 2018

Deep periocular representation aiming video surveillance.
Pattern Recognition Letters, 2018

Robust automated cardiac arrhythmia detection in ECG beat signals.
Neural Computing and Applications, 2018

The Need for Speed: An Analysis of Brazilian Malware Classifers.
IEEE Security & Privacy, 2018

The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

A Benchmark for Iris Location and a Deep Learning Detector Evaluation.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

QRS Detection in ECG Signal with Convolutional Network.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

Multimodal Feature Level Fusion based on Particle Swarm Optimization with Deep Transfer Learning.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

2017
Evaluating a hierarchical approach for heartbeat classification from ECG.
IJBRA, 2017

Bias effect on predicting market trends with EMD.
Expert Syst. Appl., 2017

Learning Deep Features on Multiple Scales for Coffee Crop Recognition.
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Colorness index strategy for pixel fire segmentation.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Combination techniques for hyperspectral image interpretation.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

First-person action recognition through Visual Rhythm texture description.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Noisy Character Recognition Using Deep Convolutional Neural Networks.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
Benchmark for license plate character segmentation.
J. Electronic Imaging, 2016

Errata: Benchmark for license plate character segmentation.
J. Electronic Imaging, 2016

ECG-based heartbeat classification for arrhythmia detection: A survey.
Computer Methods and Programs in Biomedicine, 2016

License plate recognition based on temporal redundancy.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Improving automatic cardiac arrhythmia classification: Joining temporal-VCG, complex networks and SVM classifier.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Optimizing acceptance frontier using PSO and GA for multiple signature iris recognition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Deep Representations for Iris, Face, and Fingerprint Spoofing Detection.
IEEE Trans. Information Forensics and Security, 2015

An Approach to Iris Contact Lens Detection Based on Deep Image Representations.
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

Hyperspectral image interpretation based on partial least squares.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A Multi-objective Approach for Building Hyperspectral Remote Sensed Image Classifier Combiners.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Automatic cardiac arrhythmia detection and classification using vectorcardiograms and complex networks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Fast and Accurate Gesture Recognition Based on Motion Shapes.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Efficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Denoising Autoencoder for Iris Recognition in Noncooperative Environments.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014
Reducing Fragmentation in Incremental Author Name Disambiguation.
JIDM, 2014

Evaluating the use of ECG signal in low frequencies as a biometry.
Expert Syst. Appl., 2014

Vehicle License Plate Recognition With Random Convolutional Networks.
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

An Optimized Sliding Window Approach to Pedestrian Detection.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Speeding up a Video Summarization Approach Using GPUs and Multicore CPUs.
Proceedings of the International Conference on Computational Science, 2014

A new approach for multiple instance learning based on a homogeneity bag operator.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

An Adaptive Vehicle License Plate Detection at Higher Matching Degree.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

GPUs and Multicore CPUs Implementations of a Static Video Summarization.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
Combining Multiple Classification Methods for Hyperspectral Data Interpretation.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2013

ECG arrhythmia classification based on optimum-path forest.
Expert Syst. Appl., 2013

Ensemble of classifiers for remote sensed hyperspectral land cover analysis: An approach based on Linear Programming and Weighted Linear Combination.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Fast pedestrian detection based on a partial least squares cascade.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
A methodology for photometric validation in vehicles visual interactive systems.
Expert Syst. Appl., 2012

Combiner of classifiers using Genetic Algorithm for classification of remote sensed hyperspectral images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
An overview of automatic event detection in soccer matches.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Towards an automatic vehicle access control system: License plate location.
Proceedings of the IEEE International Conference on Systems, 2011

Application of complex networks for automatic classification of damaging agents in soybean leaflets.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

How the choice of samples for building arrhythmia classifiers impact their performances.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A new methodology for photometric validation in vehicles visual interactive systems.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

2009
A Semi-Automatic Method for Segmentation of the Coronary Artery Tree from Angiography.
Proceedings of the SIBGRAPI 2009, 2009

2008
Contrast enhancement in digital imaging using histogram equalization. (Amélioration du contraste des images numériques par égalisation d'histogrammes).
PhD thesis, 2008

2007
Multi-Histogram Equalization Methods for Contrast Enhancement and Brightness Preserving.
IEEE Trans. Consumer Electronics, 2007

2005
Statistical Hypothesis Testing and Wavelet Features for Region Segmentation.
Proceedings of the Progress in Pattern Recognition, 2005

Lacunarity as a Texture Measure for Address Block Segmentation.
Proceedings of the Progress in Pattern Recognition, 2005

2004
Postal Envelope Address Block Location by Fractal-Based Approach.
Proceedings of the XVII Brazilian Symposium on Computer Graphics and Image Processing, 2004

Fractal-Based Approach for Segmentation of Address Block in Postal Envelopes.
Proceedings of the Progress in Pattern Recognition, 2004

2003
Segmentation of Postal Envelopes for Address Block Location: an approach based on feature selection in wavelet space.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Salient Features and Hypothesis Testing: evaluating a novel approach for segmentation and address block location.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003


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