Marly G. F. Costa

Orcid: 0000-0002-6839-1402

According to our database1, Marly G. F. Costa authored at least 46 papers between 2008 and 2024.

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

Timeline

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PhD thesis 
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Bibliography

2024
Automatic bright-field smear microscopy for diagnosis of pulmonary tuberculosis.
Comput. Biol. Medicine, 2024

2023
Explaining and Visualizing Embeddings of One-Dimensional Convolutional Models in Human Activity Recognition Tasks.
Sensors, 2023

Identification of Digestive Tract Abnormalities on Endoscopic Images.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

Detection of Malaria Parasites in Thick Blood Smear Images using Shallow Neural Networks and Digital Image Processing Techniques.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

Comparison of Convolutional Neural Network Performances in Pain Facial Expression Recognition.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

Plasmodium Life Cycle-Stage Classification on Thick Blood Smear Microscopy Images using Deep Learning: A Contribution to Malaria Diagnosis.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

2022
TbImages: a smear microscopy image dataset to support the development of automated bacilli detection in the diagnosis of tuberculosis.
Dataset, November, 2022

Complementary Training Program in Electrical Engineering and Computer Engineering Undergraduate Courses.
IEEE Trans. Educ., 2022

Explaining One-Dimensional Convolutional Models in Human Activity Recognition and Biometric Identification Tasks.
Sensors, 2022

A new approach for malaria diagnosis in thick blood smear images.
Biomed. Signal Process. Control., 2022

Comparing Prediction of Early TBI Mortality with Multilayer Perceptron Neural Network and Convolutional Neural Network.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Evaluating a Convolutional Neural Network and a Mosaic Image Database for Land Use Segmentation in the Brazilian Amazon Region.
Proceedings of the 7th International Conference on Geographical Information Systems Theory, 2021

A New Approach to Classify Cardiac Arrythmias Using 2D Convolutional Neural Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Breast Lesion Classification in Ultrasound Images Using Deep Convolutional Neural Network.
IEEE Access, 2020

Combining Facility-Location Approaches for Public Schools Expansion.
IEEE Access, 2020

Methodology of Data Fusion Using Deep Learning for Semantic Segmentation of Land Types in the Amazon.
IEEE Access, 2020

Applying Convolutional Neural Networks to Detect Natural Gas Leaks in Wellhead Images.
IEEE Access, 2020

Segmentação Semântica de Tipos de Uso de Solo na Amazônia Utilizando Aprendizado Profundo.
Proceedings of the XXI Brazilian Symposium on Geoinformatics - GEOINFO 2020, São José dos Campos, SP, Brazil, November 30, 2020

Automatic Bacillus Detection in Light Field Microscopy Images Using Convolutional Neural Networks and Mosaic Imaging Approach.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Lung Region Segmentation in Chest X-Ray Images using Deep Convolutional Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Multi-focus image fusion for bacilli images in conventional sputum smear microscopy for tuberculosis.
Biomed. Signal Process. Control., 2019

Evaluating the performance of convolutional neural networks with direct acyclic graph architectures in automatic segmentation of breast lesion in US images.
BMC Medical Imaging, 2019

Detecting Vascular Bifurcation in IVOCT Images Using Convolutional Neural Networks With Transfer Learning.
IEEE Access, 2019

Customized Genetic Algorithm for Facility Allocation using p-median.
Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, 2019

Using Convolutional Neural Networks for Classification of Bifurcation Regions in IVOCT Images.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Myocardial segmentation in cardiac magnetic resonance images using fully convolutional neural networks.
Biomed. Signal Process. Control., 2018

Lumen Segmentation in Optical Coherence Tomography Images using Convolutional Neural Network.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Left ventricle segmentation in cardiac MRI images using fully convolutional neural networks.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Classification of bifurcations regions in IVOCT images using support vector machine and artificial neural network models.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016
Complementary Training Programme for Electrical and Computer Engineering Students Through an Industrial-Academic Collaboration (Extended Version).
CoRR, 2016

Complementary training programme for electrical and computer engineering students through an industrial-academic collaboration.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

A new method for recognizing hand configurations of Brazilian gesture language.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Fingerprint verification using characteristic vectors based on planar graphics.
Signal Image Video Process., 2015

Breast tumor classification in ultrasound images using neural networks with improved generalization methods.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Handwritten Digit Recognition Using SVM Binary Classifiers and Unbalanced Decision Trees.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

A sputum smear microscopy image database for automatic bacilli detection in conventional microscopy.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Optimization of an Evaluation Function of the Four-Sided Dominos Game Using a Genetic Algorithm.
IEEE Trans. Comput. Intell. AI Games, 2013

Applying a novelty filter as a matching criterion to iris recognition for binary and real-valued feature vectors.
Signal Image Video Process., 2013

2012
Using Constraint Satisfaction Problem approach to solve human resource allocation problems in cooperative health services.
Expert Syst. Appl., 2012

Proposal of a cryptography method using gray scale digital images.
Proceedings of the 7th International Conference for Internet Technology and Secured Transactions, 2012

Mycobacterium tuberculosis recognition with conventional microscopy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Detecting Natural Gas Leaks Using Digital Images and Novelty Filters.
Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012

2011
Fingerprint verification using characteristic vector based on planar graphics.
Proceedings of the IEEE 10th Image, 2011

Representation and classification of iris textures based on diagonal linear discriminant analysis.
Proceedings of the IEEE 10th Image, 2011

Optimization of an evaluation function of the 4-sided dominoes game using a genetic algorithm.
Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

2008
Luminance Optimization in Closed Environments by Simulated Annealing.
Proceedings of the Fourth International Conference on Natural Computation, 2008


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