Table of Contents

• Machine Learning Bias in Computer Vision: Why do I have to care?Camila Laranjeira, Virgínia Fernandes Mota, Jefersson Alex dos Santos. 1-8 [doi]
• Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyondMoacir A. Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari. 9-16 [doi]
• Neural Networks for Implicit Representations of 3D ScenesLuiz José Schirmer Silva, Guilherme G. Schardong, Vinícius da Silva, Hélio Lopes, Tiago Novello, Daniel Yukimura, Thales Magalhaes, Hallison Paz, Luiz Velho 0001. 17-24 [doi]
• A New Focus+Context Visualization Technique for Inspecting Black Oil Reservoir ModelsLuiz Felipe Netto, Waldemar Celes 0001. 25-32 [doi]
• Optimized 2D Ball TreesLuis Carlos dos Santos Coutinho Retondaro, Claudio Esperança. 33-40 [doi]
• Gravity Alignment for Single Panorama Depth InferenceMatheus A. Bergmann, Paulo G. L. Pinto, Thiago L. T. da Silveira, Cláudio R. Jung. 41-48 [doi]
• Gaze estimation via self-attention augmented convolutionsGabriel Lefundes Vieira, Luciano Oliveira. 49-56 [doi]
• An Investigation of 2D Keypoints Detection on Challenging Scenarios Using Depthwise Separable Convolutions: A Hand Pose Estimation Case StudyWillams L. Costa, Lucas Silva Figueiredo, João Marcelo X. N. Teixeira, João Paulo Lima, Veronica Teichrieb. 57-64 [doi]
• Fast Spatial-Temporal Transformer NetworkRafael Molossi Escher, Rodrigo Andrade de Bem, Paulo Lilles Jorge Drews Junior. 65-72 [doi]
• Analyzing the Effects of Dimensionality Reduction for Unsupervised Domain AdaptationRenato Sergio Lopes Junior, William Robson Schwartz. 73-80 [doi]
• BORDE: Boundary and Sub-Region Denormalization for Semantic Brain Image SynthesisIsrael N. Chaparro-Cruz, Javier A. Montoya-Zegarra. 81-88 [doi]
• Learning to Segment Medical Images from Few-Shot Sparse LabelsPedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos. 89-96 [doi]
• A New Grammar for Creating Convolutional Neural Networks Applied to Medical Image ClassificationCleber A. C. F. da Silva, Péricles B. C. de Miranda, Filipe R. Cordeiro. 97-104 [doi]
• Improving Similarity Metric of Multi-modal MR Brain Image Registration Via a Deep EnsembleNatan Andrade, Fábio Augusto Faria, Fábio A. M. Cappabianco. 105-112 [doi]
• An approach based on image processing techniques to segment lung region in chest X-ray imagesLuiza C. de Menezes, Augusto R. V. F. de Araújo, Aura Conci. 113-120 [doi]
• Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIsHugo Oliveira, Larissa de O. Penteado, José Luiz Maciel, Suely Fazio Ferraciolli, Marcelo Straus Takahashi, Isabelle Bloch, Roberto Marcondes Cesar Junior. 121-128 [doi]
• The Gated Recurrent Conditional Generative Adversarial Network (GRC-GAN): application to denoising of low-dose CT imagesMateus Baltazar de Almeida, Luis F. Alves Pereira, Tsang Ing Ren, George D. C. Cavalcanti, Jan Sijbers. 129-135 [doi]
• DRIFT: A visual analytic tool for scientific literature exploration based on textual and image contentXimena Pocco, Jorge Poco, Matheus Viana, Rogerio de Paula, Luis Gustavo Nonato, Erick Gomez Nieto. 136-143 [doi]
• Interactive Visualizations to Support Randomized Clinical Trial MonitoringMarina Fortes Rey, Carla M. D. S. Freitas. 144-151 [doi]
• Non-local medians filter for joint Gaussian and impulsive image denoisingAlexandre L. M. Levada. 152-159 [doi]
• Learning-based End-to-End Video Compression Using Predictive CodingMatheus C. de Oliveira, Luiz G. R. Martins, Henrique Costa Jung, Nilson Donizete Guerin Júnior, Renam Castro da Silva, Eduardo Peixoto, Bruno Macchiavello, Edson M. Hung, Vanessa Testoni, Pedro Garcia Freitas. 160-167 [doi]
• Improving Transferability of Domain Adaptation Networks Through Domain Alignment LayersLucas Fernando Alvarenga e Silva, Daniel C. G. Pedronette, Fábio Augusto Faria, João P. Papa, Jurandy Almeida. 168-175 [doi]
• A System for Visual Analysis of Objects Behavior in Surveillance VideosCibele Mara Fonseca, Jose Gustavo de Souza Paiva. 176-183 [doi]
• Musical Hyperlapse: A Multimodal Approach to Accelerate First-Person VideosDiognei de Matos, Washington L. S. Ramos, Luiz Romanhol, Erickson R. Nascimento. 184-191 [doi]
• Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based SamplingBarbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão. 192-198 [doi]
• Reducing the need for bounding box annotations in Object Detection using Image Classification dataLeonardo Blanger, Nina S. T. Hirata, Xiaoyi Jiang 0001. 199-206 [doi]
• Data Augmentation Guidelines for Cross-Dataset Transfer Learning and Pseudo LabelingFernando Pereira dos Santos, Gabriela Salvador Thumé, Moacir Antonelli Ponti. 207-214 [doi]
• STN PLAD: A Dataset for Multi-Size Power Line Assets Detection in High-Resolution UAV ImagesAndré Luiz Buarque Vieira e Silva, Heitor de Castro Felix, Thiago de Menezes Chaves, Francisco Paulo Magalhaes Simões, Veronica Teichrieb, Michel Mozinho dos Santos, Hemir da Cunha Santiago, Virgínia Adélia Cordeiro Sgotti, Henrique Baptista Duffles Teixeira Lott Neto. 215-222 [doi]
• Semi-supervised siamese network using self-supervision under scarce annotation improves class separability and robustness to attackGabriel Biscaro Cavallari, Moacir A. Ponti. 223-230 [doi]
• BRCars: a Dataset for Fine-Grained Classification of Car ImagesDaniel M. Kuhn, Viviane P. Moreira. 231-238 [doi]
• A Generative Approach for Face Mask Removal Using Audio and AppearanceLuiz Eduardo Coelho Lima, Raphael Felipe de Carvalho Prates, William Robson Schwartz. 239-246 [doi]
• Bias and Fairness in Face DetectionHanna F. Menezes, Arthur S. C. Ferreira, Eanes Torres Pereira, Herman Martins Gomes. 247-254 [doi]
• SGAT: Semantic Graph Attention for 3D human pose estimationLuiz Schirmer, Djalma Lucio, Leandro Cruz, Alberto Barbosa Raposo, Luiz Velho 0001, Hélio Lopes. 255-262 [doi]
• TVAnet: a spatial and feature-based attention model for self-driving carVictor Flores-Benites, Carlos Mugruza-Vassallo, Rensso Mora Colque. 263-270 [doi]
• A Vision-based Solution for Track Misalignment DetectionKoteswar Rao Jerripothula, Sharik Ali Ansari, Rahul Nijhawan. 271-277 [doi]
• ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationMatheus Barros Pereira, Jefersson Alex dos Santos. 278-285 [doi]
• Simplifying Horizon Picking Using Single-Class Semantic Segmentation NetworksDanilo Calhes, Felipe Kawashita Kobayashi, Andréa Britto Mattos, Maysa M. G. Macedo, Dário A. B. Oliveira. 286-292 [doi]
• An egg image noise model for digital visual counting processingCarlos Alberto Ramirez Behaine, Jaime S. Ide. 293-298 [doi]
• Combination of Optical Character Recognition Engines for Documents Containing Sparse Text and Alphanumeric CodesIago Lourenço Correa, Paulo Lilles Jorge Drews Junior, Ricardo Nagel Rodrigues. 299-306 [doi]
• Entropic Laplacian eigenmaps for unsupervised metric learningAlexandre Luis Magalhaes Levada, Michel Ferreira Cardia Haddad. 307-314 [doi]
• Performance analysis of chess players comparing traditional and novel cognitive perception ranking measuresLaercio Ribeiro Da Silva, Wilson da Silva, Carlos E. Thomaz. 315-321 [doi]
• An Offline Writer-Independent Signature Verification Method with Robustness Against Scalings and RotationsFelix Eduardo Huaroto Pachas, Eduardo Simoes Lopes Gastal. 322-329 [doi]
• A Form Understanding Approach to Printed and Structured Engineering DocumentationGabriel Lavoura dos Santos, Vanessa Telles da Silva, Laura A. Dalmolin, Ricardo Nagel Rodrigues, Paulo Lilles Jorge Drews Junior, Nelson L. Duarte Filho. 330-337 [doi]
• Descriptive Image Gradient from Edge-Weighted Image Graph and Random ForestsRaquel Pereira de Almeida, Zenilton Kleber Gonçalves do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Ewa Kijak, Simon Malinowski, Silvio Jamil Ferzoli Guimarães. 338-345 [doi]
• Towards a Simple and Efficient Object-based Superpixel Delineation FrameworkFelipe de Castro Belém, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão. 346-353 [doi]
• New hierarchy-based segmentation layer: towards automatic marker proposalGabriel Barbosa da Fonseca, Romain Negrel, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães. 354-361 [doi]
• Domain Adaptation for Holistic Skin DetectionAloisio Dourado, Frederico Guth, Teofilo de Campos, Li Weigang 0001. 362-369 [doi]
• A Deep Learning-based Approach for Tree Trunk SegmentationDanilo Samuel Jodas, Sergio Brazolin, Takashi Yojo, Reinaldo Araujo de Lima, Giuliana Del Nero Velasco, Aline Ribeiro Machado, João Paulo Papa. 370-377 [doi]
• Enhancing Shallow Neural Networks Through Fourier-based Information Fusion for Stroke ClassificationMateus Roder, Gustavo Henrique Rosa, João Paulo Papa, Daniel Carlos Guimarães Pedronette. 378-385 [doi]
• ConformalLayers: A non-linear sequential neural network with associative layersEduardo Vera Sousa, Leandro A. F. Fernandes, Cristina Nader Vasconcelos. 386-393 [doi]
• A Convolutional Neural Network-based Mobile Application to Bedside Neonatal Pain AssessmentLucas Pereira Carlini, Leonardo A. Ferreira, Gabriel A. S. Coutrin, Victor V. Varoto, Tatiany M. Heideirich, Rita C. X. Balda, Marina C. M. Barros, Ruth Guinsburg, Carlos E. Thomaz. 394-401 [doi]
• One-Class Classifiers for Novelties Detection in Electrical Submersible PumpsGabriel Soares Baptista, Lucas Henrique Sousa Mello, Thiago Oliveira-Santos, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Alexandre Loureiros Rodrigues. 402-408 [doi]
• GCOOD: A Generic Coupled Out-of-Distribution Detector for Robust ClassificationRogerio Ferreira De Moraes, Raphael S. Evangelista, Leandro A. F. Fernandes, Luis Martí. 409-416 [doi]
• Representation Learning for Image Retrieval through 3D CNN and Manifold RankingLucas Barbosa de Almeida, Vanessa Helena Pereira-Ferrero, Lucas Pascotti Valem, Jurandy Almeida, Daniel Carlos Guimarães Pedronette. 417-424 [doi]