Abstract is missing.
- Graphical Oracles to Assess Computer-Aided Diagnosis Systems: A Case Study in Mammogram Masses and Calcifications DetectionVagner Mendonça Gonçalves, Márcio E. Delamaro, Fátima L. S. Nunes. 1-6 [doi]
- 27 Years of the IWSSIP ConferenceBranka Zovko-Cihlar. 3-5 [doi]
- Learning to "see" TouchPanos Liatsis. 9-10 [doi]
- Modern Architectures for Core Computer Vision on VideosJonathan Huang. 11 [doi]
- Robust Scene Understanding via Real-Time Approximate Bayesian ComputationsJavier Felip Leon. 13 [doi]
- Interpretability of Machine Learning Models: Application for Lawsuits Prediction in the Energy SectorAndré Borges Cavalcante. 17 [doi]
- Meta-Learning Applications in Digital Image ProcessingAristófanes Corrêa Silva. 19-20 [doi]
- A Non Linear Registration Without the Use of the Brightness Constancy HypothesisAnna De Falco, Stephenson de Sousa Lima Galvão, Aura Conci. 27-32 [doi]
- A Skin Lesion Semi-supervised Segmentation MethodElineide Santos, Rodrigo Veras, Helano Miguel, Kelson Rômulo Teixeira Aires, Maila de Lima Claro, Geraldo Braz Junior. 33-38 [doi]
- Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological ImagesRafael H. de O. Carvalho, Alessandro Santana Martins, Leandro Alves Neves, Marcelo Zanchetta do Nascimento. 39-44 [doi]
- Automated Nuclei Segmentation on Dysplastic Oral Tissues Using CNNDalí F. D. dos Santos, Thaína A. A. Tosta, Adriano Barbosa-Silva, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento. 45-50 [doi]
- Automatic Prostate Segmentation on 3D MRI Scans Using Convolutional Neural Networks with Residual Connections and SuperpixelsGiovanni Lucca França da Silva, João Vitor Ferreira França, Petterson Sousa Diniz, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Elton Anderson Araújo de Cavalcanti. 51-56 [doi]
- Comparing the Degeneration of the Corpus Callosum by Magnetic Resonance ImagesAnna De Falco, Aura Conci. 57-62 [doi]
- Convolution Neural Network Models for Acute Leukemia DiagnosisMaíla de Lima Claro, Luis H. S. Vogado, Rodrigo Veras, André Macedo Santana, João Tavares 0001, Justino Santos, Vinicius P. Machado. 63-68 [doi]
- DuaLAnet: Dual Lesion Attention Network for Thoracic Disease Classification in Chest X-RaysVinicius Teixeira, Leodécio Braz, Hélio Pedrini, Zanoni Dias. 69-74 [doi]
- Evaluating the impact of polygonal representations on mass classificationRodrigo S. Hirama, Ricardo Wandré Dias Pedro, Vinicius S. K. Graciliano, Ariane Machado-Lima, Fátima L. S. Nunes. 75-80 [doi]
- Functional and Effective Connectivity Characterization of Absence SeizuresViviane S. G. M. Tenório, Juliana M. de Assis, Francisco M. de Assis. 81-86 [doi]
- Hybrid Capsule Network Architecture Estimation for Melanoma DetectionJosé M. C. Boaro, Pedro T. Cutrim dos Santos, Carlos V. M. Rocha, Thamila Fontenele, Geraldo Braz Junior, João D. S. de Almeida, Anselmo Cardoso de Paiva, Simara Vieira da Rocha. 93-98 [doi]
- Mask Overlaying: a Deep Learning Approach for Individual Optic Cup Segmentation from Fundus ImageArthur Azevedo Lima, Alana C. de Carvalho Araújo, Alan Carlos de Moura Lima, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Junior. 99-104 [doi]
- Multilevel CNN for Angle Closure Glaucoma Detection using AS-OCT ImagesMarcos Melo Ferreira, Giovanna Pavani Esteve, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Rodrigo Veras. 105-110 [doi]
- ROI Extraction in Thermographic Breast Images Using Genetic AlgorithmsL. C. Mendes, Érick Oliveira Rodrigues, S. C. Izidoro, A. Conci, Panos Liatsis. 111-115 [doi]
- Segmentation of plantar foot thermal images: application to diabetic foot diagnosisDoha Bouallal, Asma Bougrine, Hassan Douzi, Rachid Harba, Raphaël Canals, Luis Vilcahuaman, Hugo Arbanil. 116-121 [doi]
- Taxonomic Indexes for Automatic Prostate Segmentation on 3D MRI Scans Using Superpixels and Probabilistic AtlasJoão Vitor Ferreira França, Giovanni Lucca França da Silva, Pedro Thiago Cutrim dos Santos, Geraldo Braz Junior, Aristófanes Corrêa Silva, Elton Anderson Araújo de Cavalcanti. 122-127 [doi]
- Transfer Learning Method Evaluation for Automatic Pediatric Chest X-Ray Image SegmentationGabriel Bras, Vandécia Rejane Monteiro Fernandes, Anselmo Cardoso de Paiva, Geraldo Braz Junior, Luis Rivero. 128-133 [doi]
- Automatic Attendance Management System based on Deep One-Shot LearningAngelo G. Menezes, João M. D. da C. Sá, Eduardo Llapa, Carlos A. Estombelo-Montesco. 137-142 [doi]
- Data Augmentation for Face Recognition with CNN Transfer LearningValeska Uchôa, Kelson Rômulo Teixeira Aires, Rodrigo Veras, Anselmo Paiva, Laurindo Britto. 143-148 [doi]
- Improving Active Shape Models Robustness Towards Locating Facial Landmarks In Profile ContourRicardo Teles Freitas, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras, Anselmo Cardoso de Paiva, Laurindo de S. B. Neto. 149-154 [doi]
- Ocular Recognition Using Deep Features for Identity AuthenticationMarcelo V. Vizoni, Aparecido Nilceu Marana. 155-160 [doi]
- Open-set Face Recognition for Small Galleries Using Siamese NetworksGabriel Salomon 0002, Alceu de Souza Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti. 161-166 [doi]
- CORELA Collaborative Learning Environment for Electrical Engineering EducationDusan Gleich, Andrej Sarjas, Marko Malajner, Poliksena Miteva, Jelena Stojanovic Josifovska, Natasha Bozinovska, Zivko Kokolanski, Bodan Velkovski, Srecko Simovic, Matic Podobnik, Matjaz Segula, Zlatko Ruscic, Marijan Pavosevic. 169-172 [doi]
- EvolveDTree: Analyzing Student Dropout in UniversitiesG. A. S. Santos, Kele T. Belloze, Luís Tarrataca, Diego B. Haddad, Alex Laier Bordignon, Diego N. Brandao. 173-178 [doi]
- Machine Learning in Information Visualization: Using Rule-based Learning Algorithms to Personalize InterfacesLeonardo Souza Silva, Luiz Ricardo Nakamura, Fátima L. S. Nunes. 179-184 [doi]
- An Empirical Evaluation of Sharpening Filters Applied to Magnified ImagesLeonardo Ramos Emmendorfer. 187-192 [doi]
- Determining the Direction of Images Using Sum and Difference Histograms and Texture DescriptorsAdriel dos Santos Araújo, Roger Resmini, Aura Conci. 193-198 [doi]
- Image Enhancement Applied to Water Holding Capacity ImagesRenan G. de Andrade, Mariah C. Durval, Isaura M. Ferreira, Robson C. Antunes, André R. Backes. 199-204 [doi]
- Improvement of Ultrasonic Image by a Combination of Correlation-based Image Processing and Virtual Sources Applied to Non-destructive EvaluationRayanne Souza, Miguel A. Freitas, Alan Conci Kubrusly, Jean Pierre von der Weid. 205-210 [doi]
- Parameterizing Variational Methods Through Data-Driven Inverse Problems for Image Processing ApplicationsItalo M. F. Santos, Gilson A. Giraldi, Pablo Javier Blanco, Abimael D. Loula. 211-216 [doi]
- SpaceYNet: A Novel Approach to Pose and Depth-Scene Regression SimultaneouslyDunfrey Aragão, Tiago Nascimento, Adriano Mondini. 217-222 [doi]
- UAV-Multispectral Sensed Data Band Co-Registration FrameworkJocival Dantas Dias Junior, André R. Backes, Maurício Cunha Escarpinati, Leandro Henrique Furtado Pinto Silva, Breno Corrêa Silva Costa, Marcelo Henrique Freitas Avelar. 223-228 [doi]
- Watermark Detection and Clearance in Video Using Simple Signal and Image Processing TechniquesJosé Ramón González Montero, Alberto Reyes Díaz, Egberto Caballero Rosillo, Aura Conci. 229-234 [doi]
- A Survey on Performance Metrics for Object-Detection AlgorithmsRafael Padilla, Sergio L. Netto, Eduardo A. B. da Silva. 237-242 [doi]
- Addressing Class Imbalance in Image-Based Plant Disease Detection: Deep Generative vs. Sampling-Based ApproachesNasik Muhammad Nafi, William H. Hsu. 243-248 [doi]
- Analysis of Non-Conformity in Flexible Pipe through Data Mining from Image BankCarlos Adriano Arruda Teixeira, Simone Vasconçelos Silva, Antônio José da Silva Neto. 249-254 [doi]
- Automatic Sinusoidal Curves Detection in Borehole Images Using the Iterated Local Search AlgorithmMaira B. H. Moran, J. S. Cuno, J. A. Riveaux, Eduardo C. Vasconcellos, M. Biondi, Esteban Walter Gonzalez Clua, M. D. Correia, Aura Conci. 255-260 [doi]
- Banknote Identification Methodology for Visually Impaired PeopleLeonardo Pereira Sousa, Rodrigo M. S. Veras, Luis H. S. Vogado, Laurindo S. Britto Neto, Romuere R. V. Silva, Flávio H. D. Araujo, Fátima N. S. de Medeiros. 261-266 [doi]
- Dense Crowd Counting with Capsule NetworksVictor Hugo Roldão Reis, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio. 267-272 [doi]
- Optimizing CNN's using Cumulative Learning with Auxiliary Networks for Traffic Light RecognitionJoaquim Martins Scavone, Jonnison Lima Ferreira, Emerson Rogério Alves Barea, Geraldo Braz Junior, Areolino de Almedia Neto. 273-278 [doi]
- Shape Classification Using Randomized Neural Network Descriptors Extracted from the Fourier SpectrumJarbas Joaci de Mesquita Sá Junior, André R. Backes, Odemir M. Bruno. 279-284 [doi]
- The Comparison of Color Texture Features Extraction based on 1D GLCM with Deep Learning MethodsMiroslav Benco, Patrik Kamencay, Martina Radilova, Robert Hudec, Martin Sinko. 285-289 [doi]
- Virus Classification by Using a Fusion of Texture Analysis MethodsAndré R. Backes, Jarbas Joaci de Mesquita Sá Junior. 290-295 [doi]
- An Exploratory Study Using Stream Learning Algorithms to Predict Duration Time of Vehicle RoutesAngelica de Sousa Pinto, Flávia Bernardini, Leandro Miranda, José Viterbo, Edwin Mitacc Meza. 299-304 [doi]
- Contextual Features and Sequence Labeling Techniques for Relevance Prediction in RetrievalAlberto Oliveira, Anderson Rocha. 305-310 [doi]
- Ensemble of Bidirectional Recurrent Networks and Random Forests for Protein Secondary Structure PredictionGabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias. 311-316 [doi]
- Recent Advances in Overcoming the Independence Assumption in Adaptive Filtering AnalysesThiago T. P. Silva, Pedro Lara, Thiago Gonzaga, Diego N. Brandão, Luís Tarrataca, Diego B. Haddad. 317-322 [doi]
- Wind Turbine Fault Detection: A Semi-Supervised Learning Approach With Automatic Evolutionary Feature SelectionFernando P. G. de Sá, Diego N. Brandão, Eduardo Ogasawara, Rafaelli de C. Coutinho, Rodrigo F. Toso. 323-328 [doi]
- A Lightweight Reinforcement-Learning-Based Mechanism for Bandwidth Provisioning on Multitenant Data CenterReiner H. Santos Filho, Tadeu N. Ferreira, Diogo M. F. Mattos, Dianne S. V. Medeiros. 331-336 [doi]
- LATOR: Link-Quality Aware and Thermal Aware On-Demand Routing Protocol for WBANEgberto Caballero, Vinicius C. Ferreira, Robson A. Lima, Célio Albuquerque, Débora C. Muchaluat-Saade. 337-342 [doi]
- Smart Detection-IoT: A DDoS Sensor System for Internet of ThingsFrederico Augusto Fernandes Silveira, Francisco Sales de Lima Filho, Felipe Sampaio Dantas da Silva, Agostinho de Medeiros Brito Júnior, Luiz Felipe Q. Silveira. 343-348 [doi]
- Amplitude Estimators Applied to Saturated Signals for the $\nu-\mathrm{Angra}$ ExperimentAntônio Fernandes, David de M. Souza, Igor A. Costa, Amaro S. Lopes, Mariana L. Migliorini, Igor F. Pains, Guilherme S. Lopes, Rafael A. Nóbrega, João C. Anjos, Herman P. Lima Júnior, Iury M. Pepe, Dion B. S. Ribeiro, Pietro Chimenti, Germano P. Guedes, Luis F. G. Gonzalez, Ernesto Kemp. 351-356 [doi]
- Design of a full polarimetric GPR system for landmine detectionDanijel Sipos, Dusan Gleich. 357-360 [doi]
- Energy Reconstruction Performance in the ATLAS Tile Calorimeter Operating at High Event Rate Conditions Using LHC Collision DataJ. L. Marin. 361-366 [doi]
- Identification and Classification of Corrupted Signals for the Neutrinos Angra ExperimentMariana L. Migliorini, Augusto Santiago Cerqueira, Igor A. Costa, Antônio Fernandes, Guilherme S. Lopes, Amaro S. Lopes, Rafael Antunes Nobrega, Igor F. Pains, David de M. Souza, Herman P. Lima Júnior, João C. Anjos, Pietro Chimenti, Luis F. G. Gonzalez, Ernesto Kemp, Iury M. Pepe, Dion B. S. Ribeiro, Germano P. Guedes. 367-372 [doi]
- Novelty Detection in Power Quality Signals with Surrogates: a Time-Frequency TechniqueEder B. Kapisch, Luciano M. A. Filho, Leandro R. M. Silva, Carlos Augusto Duque. 373-378 [doi]
- Combined Sustained Vowels Improve the Performance of the Haar Wavelet for Pathological Voice CharacterizationBrígida F. C. Oliveira, Deborah M. V. Magalhães, Daniel S. Ferreira, Fátima N. S. Medeiros. 381-386 [doi]
- Cubic Law and MAP Compensation Techniques for Robust Text-Independent Speaker IdentificationHarry Anacleto, David Chavez. 387-392 [doi]
- Improving Musical Tag Annotation with Stacking and Convolutional Neural NetworksJuliano Donini da Silva, Yandre Maldonado Gomes da Costa, Marcos Aurélio Domingues. 393-398 [doi]
- Music4All: A New Music Database and Its ApplicationsIgor André Pegoraro Santana, Fabio Pinhelli, Juliano Donini, Leonardo Gabiato Catharin, Rafael Biazus Mangolin, Yandre Maldonado e Gomes da Costa, Valéria Delisandra Feltrim, Marcos Aurélio Domingues. 399-404 [doi]
- Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile DevicesCarlos V. M. Rocha, José E. S. Oliveira, Robherson W. S. Costa, Anderson M. P. Paiva, Jefferson A. Sousa, Arthur C. Serra, Arthur G. S. Fernandes, Ricardo C. S. Marques, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, Simara V. Rocha, Geraldo Braz Junior, João D. S. Almeida, Anselmo Cardoso de Paiva, Aristófanes C. Silva, Eliana Marcia Garros Monteiro, Márcia I. A. Silva, Italo Fernandes S. Silva. 405-410 [doi]
- A Methodology for Taxi Demand Prediction Using Stream LearningDavid Faial, Flávia Bernardini, Edwin Mitacc Meza, Leandro Miranda, José Viterbo. 417-422 [doi]
- An Experimental Analysis for Detecting Wi-Fi Network Associations Using Multi-label LearningGuilherme Henrique Apostolo, Flávia Bernardini, Luiz Claudio Schara Magalhães, Débora C. Muchaluat-Saade. 423-428 [doi]
- BEM: A Framework based on Business Intelligence, Quality of Experience, and Car Park ManagementAdriel Santos Araujo, Bruno Câmara, Flavio Docek, Lucas Gaspar, Yona Lopes. 429-434 [doi]
- Demand-Side Management Framework for Smart CitiesFabio Mentzingen, Wilian Martins, Raphael Alves, Yona Lopes. 435-440 [doi]
- Energy Consumption Prediction using Data Stream Learning for Commercial BuildingsLuis Felipe de O. Fernandes, Flávia Bernardini, Edwin Mitacc Meza, Leandro Miranda, José Viterbo. 441-446 [doi]
- Evaluation of Output Representations in Neural Network-based Trajectory Predictions SystemsAndrea Ek-Hobak, Angel Sanchez, Jean-Bernard Hayet. 447-452 [doi]
- Modelling and Certifying Smart Cities in Reo CircuitsErick Simas Grilo, Bruno Lopes. 453-458 [doi]
- Off-The-Shelf Based System for Urban Environment Video AnalyticsHenry O. Velesaca, Steven Araujo, Patricia L. Suárez, Ángel Sánchez, Ángel D. Sappa. 459-464 [doi]
- The Augmented Space of a Smart CityFelipe Fernández, Angel Sanchez, José Francisco Vélez, Ana Belén Moreno. 465-470 [doi]