Cicero Ferreira Fernandes Costa Filho
Orcid: 0000-0003-3325-5715
According to our database1,
Cicero Ferreira Fernandes Costa Filho
authored at least 46 papers
between 1996 and 2023.
Collaborative distances:
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Bibliography
2023
Explaining and Visualizing Embeddings of One-Dimensional Convolutional Models in Human Activity Recognition Tasks.
Sensors, 2023
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
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
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
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
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
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
Proceedings of the 7th International Conference for Internet Technology and Secured Transactions, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012
2011
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
Proceedings of the Fourth International Conference on Natural Computation, 2008
1996
Detecção de contornos de ventriculo esquerdo em imagens de medicina nuclear utilizando redes neurais.
PhD thesis, 1996