Marly Guimarães Fernandes Costa

36 papers C 2Journal 16Unranked 18

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