Luminance Optimization in Closed Environments by Simulated Annealing. - Cicero F. F. Costa Filho; Adeilson T. de Albuquerque; Marly Guimarães Fernandes Costa (ICNC (1), 2008)

Optimization of an evaluation function of the 4-sided dominoes game using a genetic algorithm. - Nirvana S. Antonio; Cicero Ferreira Fernandes Costa Filho; Marly Guimarães Fernandes Costa; Rafael Padilla (CIG, 2011)

Representation and classification of iris textures based on diagonal linear discriminant analysis. - Edvaldo Assunção; J. R. G. Pereira; Marly Guimarães Fernandes Costa; Cicero Ferreira Fernandes Costa Filho; Rafael Padilla (IVMSP, 2011)

Fingerprint verification using characteristic vector based on planar graphics. - R. M. Rodrigues; Cicero Ferreira Fernandes Costa Filho; Marly Guimarães Fernandes Costa (IVMSP, 2011)

Detecting Natural Gas Leaks Using Digital Images and Novelty Filters. - Cicero Ferreira Fernandes Costa Filho; Roberlanio de Oliveira Melo; Marly Guimarães Fernandes Costa (AIS, 2012)

Mycobacterium tuberculosis recognition with conventional microscopy. - Cicero F. F. Costa Filho; Pamela C. Levy; Clahildek M. Xavier; Marly Guimarães Fernandes Costa; Luciana Botinelly Mendonça Fujimoto; Julia Salem (EMBC, 2012)

Proposal of a cryptography method using gray scale digital images. - Mikhail Y. R. Gadelha; Cicero Ferreira Fernandes Costa Filho; Marly Guimarães Fernandes Costa (ICITST, 2012)

Using Constraint Satisfaction Problem approach to solve human resource allocation problems in cooperative health services. - Cicero Ferreira Fernandes Costa Filho; Dayse Aparecida Rivera Rocha; Marly Guimarães Fernandes Costa; Wagner Coelho de Albuquerque Pereira (Expert Syst. Appl., 2012)

Applying a novelty filter as a matching criterion to iris recognition for binary and real-valued feature vectors. - Cicero Ferreira Fernandes Costa Filho; Claudio Franklin Martins Pinheiro; Marly Guimarães Fernandes Costa; Wagner Coelho de Albuquerque Pereira (Signal Image Video Process., 2013)

Optimization of an Evaluation Function of the Four-Sided Dominos Game Using a Genetic Algorithm. - Nirvana S. Antonio; Cicero Ferreira Fernandes Costa Filho; Marly Guimarães Fernandes Costa (IEEE Trans. Comput. Intell. AI Games, 2013)

A sputum smear microscopy image database for automatic bacilli detection in conventional microscopy. - Marly Guimarães Fernandes Costa; Cicero F. F. Costa Filho; Almir Kimura Junior; Pamela C. Levy; Clahildek M. Xavier; Luciana Botinelly Mendonça Fujimoto (EMBC, 2014)

Handwritten Digit Recognition Using SVM Binary Classifiers and Unbalanced Decision Trees. - Adriano Mendes Gil; Cicero Ferreira Fernandes Costa Filho; Marly Guimarães Fernandes Costa (ICIAR (1), 2014)

Breast tumor classification in ultrasound images using neural networks with improved generalization methods. - Sergio D. de S. Silva; Marly Guimarães Fernandes Costa; Wagner Coelho de Albuquerque Pereira; Cicero Ferreira Fernandes Costa Filho (EMBC, 2015)

Fingerprint verification using characteristic vectors based on planar graphics. - Ramyses de Macedo Rodrigues; Marly Guimarães Fernandes Costa; Cicero Ferreira Fernandes Costa Filho (Signal Image Video Process., 2015)

A new method for recognizing hand configurations of Brazilian gesture language. - Cicero Ferreira Fernandes Costa Filho; Bárbara Lobato dos Santos; Robson Silva de Souza; Jonilson Roque dos Santos; Marly Guimarães Fernandes Costa (EMBC, 2016)

Complementary training programme for electrical and computer engineering students through an industrial-academic collaboration. - Felipe R. Monteiro; Phillipe A. Pereira; Lucas C. Cordeiro; Cicero Ferreira Fernandes Costa Filho; Marly Guimarães Fernandes Costa (FIE, 2016)

Complementary Training Programme for Electrical and Computer Engineering Students Through an Industrial-Academic Collaboration (Extended Version). - Felipe R. Monteiro; Phillipe A. Pereira; Lucas C. Cordeiro; Cicero Ferreira Fernandes Costa Filho; Marly Guimarães Fernandes Costa (CoRR, 2016)

Classification of bifurcations regions in IVOCT images using support vector machine and artificial neural network models. - C. D. N. Porto; Cicero F. F. Costa Filho; Maysa M. G. Macedo; Marco A. Gutierrez 001; Marly Guimarães Fernandes Costa (Computer-Aided Diagnosis, 2017)

Left ventricle segmentation in cardiac MRI images using fully convolutional neural networks. - Liset Vázquez Romaguera; Marly Guimarães Fernandes Costa; Francisco Perdigón Romero; Cicero Ferreira Fernandes Costa Filho (Computer-Aided Diagnosis, 2017)

Lumen Segmentation in Optical Coherence Tomography Images using Convolutional Neural Network. - Makoto Miyagawa; Marly Guimarães Fernandes Costa; Marco A. Gutierrez 001; Joao Pedro Guimaraes Fernandes Costa; Cicero F. F. Costa Filho (EMBC, 2018)

Myocardial segmentation in cardiac magnetic resonance images using fully convolutional neural networks. - Liset Vázquez Romaguera; Francisco Perdigón Romero; Cicero Ferreira Fernandes Costa Filho; Marly Guimarães Fernandes Costa (Biomed. Signal Process. Control., 2018)

Using Convolutional Neural Networks for Classification of Bifurcation Regions in IVOCT Images. - Makoto Miyagawa; Marly Guimarães Fernandes Costa; Marco A. Gutierrez 001; Joao Pedro Guimaraes Fernandes Costa; Cicero F. F. Costa Filho (EMBC, 2019)

Customized Genetic Algorithm for Facility Allocation using p-median. - Sergio D. de S. Silva; Marly Guimarães Fernandes Costa; Cicero F. F. Costa Filho (FedCSIS, 2019)

Detecting Vascular Bifurcation in IVOCT Images Using Convolutional Neural Networks With Transfer Learning. - Makoto Miyagawa; Marly Guimarães Fernandes Costa; Marco Antonio Gutierrez 001; Joao Pedro Guimaraes Fernandes Costa; Cicero Ferreira Fernandes Costa Filho (IEEE Access, 2019)

Evaluating the performance of convolutional neural networks with direct acyclic graph architectures in automatic segmentation of breast lesion in US images. - Marly Guimarães Fernandes Costa; João Paulo Mendes Campos; Gustavo de Aquino e Aquino; Wagner Coelho de Albuquerque Pereira; Cicero Ferreira Fernandes Costa Filho (BMC Medical Imaging, 2019)

Multi-focus image fusion for bacilli images in conventional sputum smear microscopy for tuberculosis. - Marly Guimarães Fernandes Costa; K. M. B. Pinto; Luciana Botinelly Mendonça Fujimoto; Maurício M. Ogusku; Cicero F. F. Costa Filho (Biomed. Signal Process. Control., 2019)

Lung Region Segmentation in Chest X-Ray Images using Deep Convolutional Neural Networks. - Ronaldo D. S. Portela; José Raimundo Gomes Pereira; Marly Guimarães Fernandes Costa; Cicero Ferreira Fernandes Costa Filho (EMBC, 2020)

Automatic Bacillus Detection in Light Field Microscopy Images Using Convolutional Neural Networks and Mosaic Imaging Approach. - Mikaela Kalline M. Serrão; Marly Guimarães Fernandes Costa; Luciana Botinelly Mendonça Fujimoto; Maurício M. Ogusku; Cicero Ferreira Fernandes Costa Filho (EMBC, 2020)

Segmentação Semântica de Tipos de Uso de Solo na Amazônia Utilizando Aprendizado Profundo. - Joel Parente De Oliveira; Marly G. F. Costa; Gilberto Ribeiro de Queiroz; Cicero F. F. Costa Filho (GEOINFO, 2020)

Applying Convolutional Neural Networks to Detect Natural Gas Leaks in Wellhead Images. - Roberlanio de Oliveira Melo; Marly Guimarães Fernandes Costa; Cicero F. F. Costa Filho (IEEE Access, 2020)

Methodology of Data Fusion Using Deep Learning for Semantic Segmentation of Land Types in the Amazon. - Joel Parente De Oliveira; Marly Guimarães Fernandes Costa; Cicero F. F. Costa Filho (IEEE Access, 2020)

Combining Facility-Location Approaches for Public Schools Expansion. - Clahildek M. Xavier; Marly Guimarães Fernandes Costa; Cicero Ferreira Fernandes Costa Filho (IEEE Access, 2020)

Breast Lesion Classification in Ultrasound Images Using Deep Convolutional Neural Network. - Bashir Zeimarani; Marly Guimarães Fernandes Costa; Nilufar Zeimarani Nurani; Sabrina Ramos Bianco; Wagner Coelho de Albuquerque Pereira; Cicero Ferreira Fernandes Costa Filho (IEEE Access, 2020)

A New Approach to Classify Cardiac Arrythmias Using 2D Convolutional Neural Networks. - J. R. G. de Santana; Marly G. F. Costa; Cicero Ferreira Fernandes Costa Filho (EMBC, 2021)

Evaluating a Convolutional Neural Network and a Mosaic Image Database for Land Use Segmentation in the Brazilian Amazon Region. - Joel Parente De Oliveira; Marly Guimarães Fernandes Costa; Cicero Ferreira Fernandes Costa Filho (GISTAM, 2021)

Comparing Prediction of Early TBI Mortality with Multilayer Perceptron Neural Network and Convolutional Neural Network. - Kellen A. A. Guimarães; Marly G. F. Costa; Robson Amorim; Cicero F. F. Costa Filho (EMBC, 2022)

A new approach for malaria diagnosis in thick blood smear images. - Anne de Souza Oliveira; Marly Guimarães Fernandes Costa; Maria das Graças Vale Barbosa; Cicero Ferreira Fernandes Costa Filho (Biomed. Signal Process. Control., 2022)

Explaining One-Dimensional Convolutional Models in Human Activity Recognition and Biometric Identification Tasks. - Gustavo Aquino; Marly G. F. Costa; Cicero F. F. Costa Filho (Sensors, 2022)

Complementary Training Program in Electrical Engineering and Computer Engineering Undergraduate Courses. - Sandro Leandro M. da Silva; Marly G. F. Costa; Cicero Ferreira Fernandes Costa Filho (IEEE Trans. Educ., 2022)

TbImages: a smear microscopy image dataset to support the development of automated bacilli detection in the diagnosis of tuberculosis. - Marly Guimarães Fernandes Costa; Cicero F. F. Costa Filho; Luciana Botinelly Mendonça Fujimoto; Pamela C. Levy; Clahildek M. Xavier (IEEE DataPort, 2022)

Plasmodium Life Cycle-Stage Classification on Thick Blood Smear Microscopy Images using Deep Learning: A Contribution to Malaria Diagnosis. - F. A. S. Araujo; Nathalia D. Colares; U. P. Carvalho; Cicero F. F. Costa Filho; Marly G. F. Costa (SIPAIM, 2023)

Comparison of Convolutional Neural Network Performances in Pain Facial Expression Recognition. - Leonardo Lima 003; Pedro Santos; Bruno Ribeiro 010; Wallace Magalhães; Mikaela Kalline M. Serrão; Marly G. F. Costa; Cicero Ferreira Fernandes Costa Filho (SIPAIM, 2023)

Detection of Malaria Parasites in Thick Blood Smear Images using Shallow Neural Networks and Digital Image Processing Techniques. - M. S. Nascimento; Marly G. F. Costa; Cicero Ferreira Fernandes Costa Filho (SIPAIM, 2023)

Identification of Digestive Tract Abnormalities on Endoscopic Images. - 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 (SIPAIM, 2023)

Explaining and Visualizing Embeddings of One-Dimensional Convolutional Models in Human Activity Recognition Tasks. - Gustavo Aquino; Marly Guimarães Fernandes Costa; Cicero Ferreira Fernandes Costa Filho (Sensors, 2023)

Enhancing Emotion Recognition: A Dual-Input Model for Facial Expression Recognition Using Images and Facial Landmarks. - Willian Guerreiro Colares; Marly G. F. Costa; Cicero F. F. Costa Filho (EMBC, 2024)

Semantic Segmentation of QRS complex in 12-Lead ECG Signals. - Mateus de Paula Da Silva; Marly G. F. Costa; Diego Giovani A. Vieira; Cicero Ferreira Fernandes Costa Filho (EMBC, 2024)

Evaluation of Depth-wise Separable Convolution and Channel Attention Mechanism to Bacilli Segmentation. - Ronaldo Rodrigues Soares; Felipe Paes Monteiro; Gabriel Martins Pinheiro; Mikaela Kalline Maciel Serrão; Cicero F. F. Costa Filho; Marly G. F. Costa (EMBC, 2024)

Automatic bright-field smear microscopy for diagnosis of pulmonary tuberculosis. - Mikaela Kalline M. Serrão; Marly Guimarães Fernandes Costa; Luciana Botinelly Mendonça Fujimoto; Maurício M. Ogusku; Cicero Ferreira Fernandes Costa Filho (Comput. Biol. Medicine, 2024)