Marly Guimarães Fernandes Costa

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 22

Top Topics

Computer Engineering

Convolutional Neural Networks

Top Venues

Biomed. Signal Process. Control.

Medical Imaging: Computer-Aided Diagnosis

Publications

Mikaela Kalline M. Serrão, Marly Guimarães Fernandes Costa, Luciana Botinelly Mendonça Fujimoto, Maurício M. Ogusku, Cicero Ferreira Fernandes Costa Filho
Automatic bright-field smear microscopy for diagnosis of pulmonary tuberculosis. Comput. Biol. Medicine 172 (2024)
Gustavo Aquino, Marly Guimarães Fernandes Costa, Cicero Ferreira Fernandes Costa Filho
Explaining and Visualizing Embeddings of One-Dimensional Convolutional Models in Human Activity Recognition Tasks. Sensors 23 (9) (2023)
Anne de Souza Oliveira, Marly Guimarães Fernandes Costa, Maria das Graças Vale Barbosa, Cicero Ferreira Fernandes Costa Filho
A new approach for malaria diagnosis in thick blood smear images. Biomed. Signal Process. Control. 78 (2022)
Joel Parente De Oliveira, Marly Guimarães Fernandes Costa, Cicero Ferreira Fernandes Costa Filho
Evaluating a Convolutional Neural Network and a Mosaic Image Database for Land Use Segmentation in the Brazilian Amazon Region. GISTAM (2021)
Bashir Zeimarani, Marly Guimarães Fernandes Costa, Nilufar Zeimarani Nurani, Sabrina Ramos Bianco, Wagner Coelho de Albuquerque Pereira, Cicero Ferreira Fernandes Costa Filho
Breast Lesion Classification in Ultrasound Images Using Deep Convolutional Neural Network. IEEE Access 8 (2020)
Joel Parente De Oliveira, Marly Guimarães Fernandes Costa, Cicero F. F. Costa Filho
Methodology of Data Fusion Using Deep Learning for Semantic Segmentation of Land Types in the Amazon. IEEE Access 8 (2020)
Clahildek M. Xavier, Marly Guimarães Fernandes Costa, Cicero Ferreira Fernandes Costa Filho
Combining Facility-Location Approaches for Public Schools Expansion. IEEE Access 8 (2020)
Ronaldo D. S. Portela, José Raimundo Gomes Pereira, Marly Guimarães Fernandes Costa, Cicero Ferreira Fernandes Costa Filho
Lung Region Segmentation in Chest X-Ray Images using Deep Convolutional Neural Networks. EMBC (2020)
M. K. M. Serrão, Marly Guimarães Fernandes Costa, Luciana B. M. Fujimoto, Maurício M. Ogusku, Cicero Ferreira Fernandes Costa Filho
Automatic Bacillus Detection in Light Field Microscopy Images Using Convolutional Neural Networks and Mosaic Imaging Approach. EMBC (2020)
Roberlanio de Oliveira Melo, Marly Guimarães Fernandes Costa, Cicero F. F. Costa Filho
Applying Convolutional Neural Networks to Detect Natural Gas Leaks in Wellhead Images. IEEE Access 8 (2020)
Makoto Miyagawa, Marly Guimarães Fernandes Costa, Marco A. Gutierrez, Joao Pedro Guimaraes Fernandes Costa, Cicero F. F. Costa Filho
Using Convolutional Neural Networks for Classification of Bifurcation Regions in IVOCT Images. EMBC (2019)
Makoto Miyagawa, Marly Guimarães Fernandes Costa, Marco Antonio Gutierrez, Joao Pedro Guimaraes Fernandes Costa, Cicero Ferreira Fernandes Costa Filho
Detecting Vascular Bifurcation in IVOCT Images Using Convolutional Neural Networks With Transfer Learning. IEEE Access 7 (2019)
Marly Guimarães Fernandes Costa, K. M. B. Pinto, Luciana B. M. Fujimoto, M. M. Ogusku, Cicero F. F. Costa Filho
Multi-focus image fusion for bacilli images in conventional sputum smear microscopy for tuberculosis. Biomed. Signal Process. Control. 49 (2019)
Sergio D. de S. Silva, Marly Guimarães Fernandes Costa, Cicero F. F. Costa Filho
Customized Genetic Algorithm for Facility Allocation using p-median. FedCSIS (2019)
Marly Guimarães Fernandes Costa, João Paulo Mendes Campos, Gustavo de Aquino e Aquino, Wagner Coelho de Albuquerque Pereira, Cicero Ferreira Fernandes Costa Filho
Evaluating the performance of convolutional neural networks with direct acyclic graph architectures in automatic segmentation of breast lesion in US images. BMC Medical Imaging 19 (1) (2019)
Makoto Miyagawa, Marly Guimarães Fernandes Costa, Marco A. Gutierrez, Joao Pedro Guimaraes Fernandes Costa, Cicero F. F. Costa Filho
Lumen Segmentation in Optical Coherence Tomography Images using Convolutional Neural Network. EMBC (2018)
Liset Vázquez Romaguera, Francisco Perdigón Romero, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa
Myocardial segmentation in cardiac magnetic resonance images using fully convolutional neural networks. Biomed. Signal Process. Control. 44 (2018)
Liset Vázquez Romaguera, Marly Guimarães Fernandes Costa, Francisco Perdigón Romero, Cicero Ferreira Fernandes Costa Filho
Left ventricle segmentation in cardiac MRI images using fully convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2017)
C. D. N. Porto, Cicero F. F. Costa Filho, Maysa M. G. Macedo, Marco A. Gutierrez, Marly Guimarães Fernandes Costa
Classification of bifurcations regions in IVOCT images using support vector machine and artificial neural network models. Medical Imaging: Computer-Aided Diagnosis (2017)
Felipe R. Monteiro, Phillipe A. Pereira, Lucas C. Cordeiro, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa
Complementary training programme for electrical and computer engineering students through an industrial-academic collaboration. FIE (2016)
Felipe R. Monteiro, Phillipe A. Pereira, Lucas C. Cordeiro, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa
Complementary Training Programme for Electrical and Computer Engineering Students Through an Industrial-Academic Collaboration (Extended Version). CoRR (2016)
Cicero Ferreira Fernandes Costa Filho, Bárbara Lobato dos Santos, Robson Silva de Souza, Jonilson Roque dos Santos, Marly Guimarães Fernandes Costa
A new method for recognizing hand configurations of Brazilian gesture language. EMBC (2016)
Sergio D. de S. Silva, Marly Guimarães Fernandes Costa, Wagner Coelho de Albuquerque Pereira, Cicero Ferreira Fernandes Costa Filho
Breast tumor classification in ultrasound images using neural networks with improved generalization methods. EMBC (2015)
Ramyses de Macedo Rodrigues, Marly Guimarães Fernandes Costa, Cicero Ferreira Fernandes Costa Filho
Fingerprint verification using characteristic vectors based on planar graphics. Signal Image Video Process. 9 (5) (2015)
Marly Guimarães Fernandes Costa, Cicero F. F. Costa Filho, Almir Kimura Junior, Pamela C. Levy, Clahildek M. Xavier, Luciana B. M. Fujimoto
A sputum smear microscopy image database for automatic bacilli detection in conventional microscopy. EMBC (2014)
Adriano Mendes Gil, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa
Handwritten Digit Recognition Using SVM Binary Classifiers and Unbalanced Decision Trees. ICIAR (1) (2014)
Cicero Ferreira Fernandes Costa Filho, Claudio Franklin Martins Pinheiro, Marly Guimarães Fernandes Costa, Wagner Coelho de Albuquerque Pereira
Applying a novelty filter as a matching criterion to iris recognition for binary and real-valued feature vectors. Signal Image Video Process. 7 (2) (2013)
Nirvana S. Antonio, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa
Optimization of an Evaluation Function of the Four-Sided Dominos Game Using a Genetic Algorithm. IEEE Trans. Comput. Intell. AI Games 5 (1) (2013)
Cicero Ferreira Fernandes Costa Filho, Roberlanio de Oliveira Melo, Marly Guimarães Fernandes Costa
Detecting Natural Gas Leaks Using Digital Images and Novelty Filters. AIS (2012)
Cicero F. F. Costa Filho, Pamela C. Levy, Clahildek M. Xavier, Marly Guimarães Fernandes Costa, Luciana B. M. Fujimoto, Julia Salem
Mycobacterium tuberculosis recognition with conventional microscopy. EMBC (2012)
Mikhail Y. R. Gadelha, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa
Proposal of a cryptography method using gray scale digital images. ICITST (2012)
Cicero Ferreira Fernandes Costa Filho, Dayse Aparecida Rivera Rocha, Marly Guimarães Fernandes Costa, Wagner Coelho de Albuquerque Pereira
Using Constraint Satisfaction Problem approach to solve human resource allocation problems in cooperative health services. Expert Syst. Appl. 39 (1) (2012)
Nirvana S. Antonio, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa, Rafael Padilla
Optimization of an evaluation function of the 4-sided dominoes game using a genetic algorithm. CIG (2011)
R. M. Rodrigues, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa
Fingerprint verification using characteristic vector based on planar graphics. IVMSP (2011)
Edvaldo Assunção, J. R. G. Pereira, Marly Guimarães Fernandes Costa, Cicero Ferreira Fernandes Costa Filho, Rafael Padilla
Representation and classification of iris textures based on diagonal linear discriminant analysis. IVMSP (2011)
Cicero F. F. Costa Filho, Adeilson T. de Albuquerque, Marly Guimarães Fernandes Costa
Luminance Optimization in Closed Environments by Simulated Annealing. ICNC (1) (2008)