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Journal Articles
- 2024
[j17]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: 108167 (2024)- 2023
- [j16]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): 4409 (2023) - 2022
- [j15]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: 103931 (2022) - [j14]Gustavo Aquino, Marly G. F. Costa, Cicero F. F. Costa Filho:
Explaining One-Dimensional Convolutional Models in Human Activity Recognition and Biometric Identification Tasks. Sensors 22(15): 5644 (2022) - [j13]Sandro Leandro M. da Silva, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho:
Complementary Training Program in Electrical Engineering and Computer Engineering Undergraduate Courses. IEEE Trans. Educ. 65(4): 670-683 (2022) - 2020
- [j12]Clahildek M. Xavier, Marly Guimarães Fernandes Costa, Cicero Ferreira Fernandes Costa Filho:
Combining Facility-Location Approaches for Public Schools Expansion. IEEE Access 8: 24229-24241 (2020) - [j11]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: 133349-133359 (2020) - [j10]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: 187864-187875 (2020) - [j9]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: 191775-191784 (2020) - 2019
- [j8]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: 66167-66175 (2019) - [j7]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): 85:1-85:13 (2019) - [j6]Marly Guimarães Fernandes Costa, K. M. B. Pinto, Luciana Botinelly Mendonça Fujimoto, Maurício 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: 289-297 (2019) - 2018
- [j5]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: 48-57 (2018) - 2015
- [j4]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): 1121-1135 (2015) - 2013
- [j3]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): 287-296 (2013) - [j2]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): 33-43 (2013) - 2012
- [j1]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): 385-394 (2012)
Conference and Workshop Papers
- 2023
- [c27]F. A. S. Araujo, Nathalia D. Colares, U. P. Carvalho, Cicero F. F. Costa Filho, Marly G. F. Costa:
Plasmodium Life Cycle-Stage Classification on Thick Blood Smear Microscopy Images using Deep Learning: A Contribution to Malaria Diagnosis. SIPAIM 2023: 1-4 - [c26]Leonardo Lima, Pedro Santos, Bruno Ribeiro, Wallace Magalhães, Mikaela Kalline M. Serrão, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho:
Comparison of Convolutional Neural Network Performances in Pain Facial Expression Recognition. SIPAIM 2023: 1-4 - [c25]M. S. Nascimento, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho:
Detection of Malaria Parasites in Thick Blood Smear Images using Shallow Neural Networks and Digital Image Processing Techniques. SIPAIM 2023: 1-4 - [c24]Lucas M. Torres, Otavio N. Pessoa, I. V. Correa, E. M. S. Soares, Anne de Souza Oliveira, Marly G. F. Costa, Cicero F. F. Costa Filho:
Identification of Digestive Tract Abnormalities on Endoscopic Images. SIPAIM 2023: 1-4 - 2022
- [c23]Kellen A. A. Guimarães, Marly G. F. Costa, Robson Amorim, Cicero F. F. Costa Filho:
Comparing Prediction of Early TBI Mortality with Multilayer Perceptron Neural Network and Convolutional Neural Network. EMBC 2022: 4457-4460 - 2021
- [c22]J. R. G. de Santana, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho:
A New Approach to Classify Cardiac Arrythmias Using 2D Convolutional Neural Networks. EMBC 2021: 566-570 - [c21]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: 165-172 - 2020
- [c20]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: 1246-1249 - [c19]Mikaela Kalline M. Serrão, Marly Guimarães Fernandes Costa, Luciana Botinelly Mendonça 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: 1903-1906 - [c18]Joel Parente De Oliveira, Marly G. F. Costa, Gilberto Ribeiro de Queiroz, Cicero F. F. Costa Filho:
Segmentação Semântica de Tipos de Uso de Solo na Amazônia Utilizando Aprendizado Profundo. GEOINFO 2020: 198-203 - 2019
- [c17]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: 5597-5600 - [c16]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: 165-169 - 2018
- [c15]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: 600-603 - 2017
- [c14]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: 101342Z - [c13]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: 101344D - 2016
- [c12]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: 3829-3834 - [c11]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: 1-9 - 2015
- [c10]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: 6321-6325 - 2014
- [c9]Marly Guimarães Fernandes Costa, Cicero F. F. Costa Filho, Almir Kimura Junior, Pamela C. Levy, Clahildek M. Xavier, Luciana Botinelly Mendonça Fujimoto:
A sputum smear microscopy image database for automatic bacilli detection in conventional microscopy. EMBC 2014: 2841-2844 - [c8]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: 246-255 - 2012
- [c7]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: 242-249 - [c6]Cicero F. F. Costa Filho, Pamela C. Levy, Clahildek M. Xavier, Marly Guimarães Fernandes Costa, Luciana Botinelly Mendonça Fujimoto, Julia Salem:
Mycobacterium tuberculosis recognition with conventional microscopy. EMBC 2012: 6263-6268 - [c5]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: 331-335 - 2011
- [c4]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: 24-30 - [c3]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: 66-69 - [c2]R. M. Rodrigues, Cicero Ferreira Fernandes Costa Filho, Marly Guimarães Fernandes Costa:
Fingerprint verification using characteristic vector based on planar graphics. IVMSP 2011: 87-92 - 2008
- [c1]Cicero F. F. Costa Filho, Adeilson T. de Albuquerque, Marly Guimarães Fernandes Costa:
Luminance Optimization in Closed Environments by Simulated Annealing. ICNC (1) 2008: 496-501
Data and Artifacts
- 2022
- [d1]Marly Guimarães Fernandes Costa, Cicero F. F. Costa Filho, Luciana Botinelly Mendonça Fujimoto, Pamela C. Levy, Clahildek M. Xavier:
TbImages: a smear microscopy image dataset to support the development of automated bacilli detection in the diagnosis of tuberculosis. IEEE DataPort, 2022
Informal and Other Publications
- 2016
- [i1]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 abs/1608.00143 (2016)
Coauthor Index
aka: Cicero F. F. Costa Filho
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