Table of Contents

• Neuroevolution-based Classifiers for Deforestation Detection in Tropical ForestsPimenta Guilherme B. A., Fernanda B. J. R. Dallaqua, Álvaro Luiz Fazenda 0001, Fábio Augusto Faria. 13-18 [doi]
• A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image ClassificationMateus de Souza Miranda, Lucas Fernando Alvarenga e Silva, Samuel Felipe dos Santos, Valdivino Alexandre de Santiago Júnior, Thales Sehn Körting, Jurandy Almeida. 19-24 [doi]
• A Study on the Impact of Data Augmentation for Training Convolutional Neural Networks in the Presence of Noisy LabelsEmeson Pereira, Gustavo Carneiro, Filipe R. Cordeiro. 25-30 [doi]
• Pixel-level Class-Agnostic Object Detection using Texture QuantizationGabriel Resende Gonçalves, Jessica Sena, William Robson Schwartz, Carlos Antônio Caetano Jr.. 31-36 [doi]
• CityHub: A Library for Urban Data IntegrationKarelia Salinas, Thales Gonçalves, Victor H. Barella, Thales Vieira, Luis Gustavo Nonato. 43-48 [doi]
• Identification of the Radical Component from Images of Chinese CharactersYu Tzu Wu, Eric Fujiwara, Carlos Kenichi Suzuki. 55-60 [doi]
• Learning to Detect Good Keypoints to Match Non-Rigid Objects in RGB ImagesWelerson Melo, Guilherme A. Potje, Felipe Cadar, Renato Martins, Erickson R. Nascimento. 61-66 [doi]
• Error Accuracy Estimation of 3D Reconstruction and 3D Camera Pose from RGB-D DataLuis E. Ortiz-Fernandez, Bruno Marques Ferreira da Silva, Luiz M. G. Gonçalves. 67-72 [doi]
• Improving color homogeneity measure in superpixel segmentation assessmentIsabela Borlido Barcelos, Felipe de Castro Belém, Leonardo de Melo Joao, Alexandre X. Falcão, Silvio Jamil Ferzoli Guimarães. 79-84 [doi]
• A soybean seedlings dataset for soil condition and genotype classificationBruno Nascimento, Marcos Ribeiro, Laércio Silva, Nayara Capobiango, Michel Melo Silva. 85-90 [doi]
• Feature extraction with mixture gaussian for stroke classificationWilliana L. S. Leite, Róger M. Sarmento, Carlos M. J. M. Dourado Júnior. 91-96 [doi]
• Analysis of the statistical significance of 3D texture features in MRI images toward the detection of Tourette's SyndromeMurilo Costa De Barros, Kauê T. N. Duarte, Wang-Tso Lee, Chia-Jui Hsu, Marco António Garcia de Carvalho. 103-108 [doi]
• Segmenting White Matter Hyperintensity in Alzheimer's Disease using U-Net CNNsKauê T. N. Duarte, David G. Gobbi, Abhijot S. Sidhu, Cheryl R. McCreary, Feryal Saad, Nita Das, Eric E. Smith, Richard Frayne. 109-114 [doi]
• No boundary left behind in semantic segmentationJefferson Fontinele da Silva, Bernardo Silva, Luciano Oliveira. 115-120 [doi]
• Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view PerspectivesDanilo Samuel Jodas, Leandro Aparecido Passos, Giuliana Del Nero Velasco, Mariana Hortelani Carneseca Longo, Aline Ribeiro Machado, João Paulo Papa. 121-126 [doi]
• How to proper initialize Gaussian Mixture Models with Optimum-Path ForestGuilherme Brandão Martins, João Paulo Papa. 127-132 [doi]
• Counting Particles: a simple and fast surface reconstruction method for particle-based fluidsFilomen Incahuanaco-Quispe, Afonso Paiva 0001. 145-149 [doi]
• Recursive filtering 2D Tikhonov regularizationHermes H. Ferreira, Eduardo S. L. Gastal. 168-173 [doi]
• Multiresolution Neural Networks for ImagingHallison Paz, Tiago Novello, Vinícius da Silva, Guilherme G. Schardong, Luiz Schirmer, Fabio Chagas, Hélio Lopes 0001, Luiz Velho 0001. 174-179 [doi]
• Multi-Scale Patch Partitioning for Image Inpainting Based on Visual TransformersJose Luis Flores-Campana, Luis Gustavo Lorgus Decker, Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini. 180-185 [doi]
• Collaborative Filtering Matches Decision Templates: A Practical Approach to Estimate PredictionsGuilherme Brandão Martins, João Paulo Papa. 186-191 [doi]
• Temperature Prediction in Blast Furnaces: A Machine Learning Comparative StudyLetícia C. Navarro, Lucas L. Amorim, Rodrigo Ferreira Berriel, Thiago M. Paixão, Vinicius Rampinelli, Luiz A. Wasem, Lucas Quaresma, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos. 192-197 [doi]
• Residual M-net with Frequency-Domain Loss Function for Latent Fingerprint EnhancementNailson dos Santos Cunha, Herman Martins Gomes, Leonardo Vidal Batista. 198-203 [doi]
• A Benchmark on Masked Face RecognitionPedro Vidal 0001, Roger Leitzke Granada, Gustavo Füuhr, Vanessa Testoni, David Menotti. 204-209 [doi]
• SynLibras: A Disentangled Deep Generative Model for Brazilian Sign Language SynthesisWellington Silveira, Andrew Alaniz, Marina Hurtado, Bernardo Castello Da Silva, Rodrigo de Bem. 210-215 [doi]
• Face Super-Resolution Using Stochastic Differential EquationsMarcelo dos Santos, Rayson Laroca, Rafael O. Ribeiro, João C. Neves, Hugo Proença 0001, David Menotti. 216-221 [doi]
• Combining Attention Module and Pixel Shuffle for License Plate Super-ResolutionValfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti. 228-233 [doi]
• A First Look at Dataset Bias in License Plate RecognitionRayson Laroca, Marcelo dos Santos, Valter Estevam, Eduardo Luz 0001, David Menotti. 234-239 [doi]
• Brazilian Road's Animals (BRA): An Image Dataset of Most Commonly Run Over AnimalsGabriel S. Ferrante, Luis Hideo Vasconcelos Nakamura, Fernando R. H. Andrade, Geraldo P. Rocha Filho, Robson E. De Grande, Rodolfo Ipolito Meneguette. 246-251 [doi]
• Learning from pseudo-labels: Self-training Electronic Components Detector for Waste Printed Circuit BoardsAgostinho A. F. Júnior, Leandro H. de S. Silva, Bruno J. T. Fernandes, George O. de A. Azevedo, Sergio C. Oliveira. 252-257 [doi]
• Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia gradingAdriano Barbosa-Silva, Cléber I. De Oliveira, Danilo Cesar Pereira, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento. 264-269 [doi]
• Automated Sperm Head Morphology Classification with Deep Convolutional Neural NetworksMarco Antônio Calijorne Soares, Daniel Henrique Mourão Falci, Marco Flávio Alves Farnezi, Hana Carolina Moreira Farnezi, Fernando Silva Parreiras, João Victor Boechat Gomide. 270-275 [doi]
• Evaluating Interpretability in Deep Learning using Breast Cancer Histopathological ImagesDaniel C. Macedo, De Lima John W. S., Vinicius D. Santos, Moraes Tasso L. O., Fernando M. P. Neto, Nicksson Arrais, Tiago Vinuto, João Lucena. 276-281 [doi]
• Domain Generalization in Medical Image Segmentation via Meta-LearnersHugo N. Oliveira, Roberto M. Cesar Jr., Pedro H. T. Gama, Jefersson A. dos Santos. 288-293 [doi]
• Deep Open-Set Segmentation in Visual LearningIan Nunes, Marcus Poggi, Hugo N. Oliveira, Matheus Barros Pereira, Jefersson A. dos Santos. 314-319 [doi]