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33rd SIBGRAPI 2020: Recife/Porto de Galinhas, Brazil
- 33rd SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2020, Recife/Porto de Galinhas, Brazil, November 7-10, 2020. IEEE 2020, ISBN 978-1-7281-9274-1
Tutorials
- Fábio Augusto Faria, Gustavo Carneiro
:
Why are Generative Adversarial Networks so Fascinating and Annoying? 1-8 - Filipe R. Cordeiro
A Survey on Deep Learning with Noisy Labels: How to train your model when you cannot trust on the annotations? 9-16
Session 1: Computer Graphics
- Lucas Nunes Alegre
SelfieArt: Interactive Multi-Style Transfer for Selfies and Videos with Soft Transitions. 17-22 - Leonardo Thomas, Karl Apaza-Agüero, Antônio Lopes Apolinário:
Real-Time 3D Position-Based Dynamics Simulation for Hydrographic Printing. 23-30 - André Da Silva Antonitsch, Soraia Raupp Musse, Luiz Henrique de Figueiredo:
Towards a Legion of Virtual Humans: Steering Behaviors and Organic Visualization. 31-38 - I. B. Fernandes, Marcelo Walter
A Bucket LBVH Construction and Traversal Algorithm for Volumetric Sparse Data. 39-45 - Vítor M. Aranha, Márcio Cerqueira de Farias Macedo
Screen-space VPL propagation for real-time indirect lighting. 46-53
Session 2: Computer Vision
- Arthur Flor de Sousa Neto, Byron Leite Dantas Bezerra
HTR-Flor: A Deep Learning System for Offline Handwritten Text Recognition. 54-61 - Samuel Felipe dos Santos
Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain. 62-68 - Adson M. Santos
Counting Vehicle with High-Precision in Brazilian Roads Using YOLOv3 and Deep SORT. 69-76 - Lucas Niquele Endrice, Hugo Vieira Neto:
Luminance Ratios for Stable SIFT Keypoint Detection in Challenging Illuminations Scenarios. 77-84 - Hermes H. Ferreira, Eduardo Simoes Lopes Gastal, Lucas Mello Schnorr, Philippe O. A. Navaux:
Performance and error analysis of recursive edge-aware Gaussian filters on GPUs. 85-92
Session 3: Filtering & Segmentation
- Leonardo R. Emmendorfer:
A Conservative Sharpening Filter for Interpolated Images. 93-100 - Rafael Goncalves Pires, Daniel F. S. Santos, Cláudio F. G. Santos, Marcos C. S. Santana, João P. Papa:
Image Denoising using Attention-Residual Convolutional Neural Networks. 101-107 - Daniel F. S. Santos, Rafael Goncalves Pires, Danilo Colombo, João P. Papa:
Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks. 108-115 - Italos Estilon de Souza
Feature Learning from Image Markers for Object Delineation. 116-123
Session 4: Graphics & Visualization
- Guilherme G. Haetinger
Regularized Kelvinlet Inversion for Real-Time Image Deformation and Video Time Warping. 124-131 - Thiago Dornelles, Cláudio Rosito Jung:
Online frame-to-model pipeline to 3D reconstruction with depth cameras using RGB-D information. 132-139 - Flavio Fontanella, Asla Medeiros e Sá
Visual Analysis of Forecasts of Football Match Scores. 140-147 - Germain Garcia Zanabria
Mirante: A visualization tool for analyzing urban crimes. 148-155
Session 5: Medical & Biomedical Imaging
- Yaima Paz-Soto
Automatic Classification of Erythrocytes Using Artificial Neural Networks and Integral Geometry-Based Functions. 156-163 - Bernardo Silva, Laís Pinheiro, Luciano Oliveira, Matheus Pithon:
A study on tooth segmentation and numbering using end-to-end deep neural networks. 164-171 - Danson Evan Garcia, Kai Wen Zheng, Yi Summer Tao, Yi Liu, Steve Mann:
Capturing Pictures from Human Vision Using SSVEP and Lock-in Amplifier. 172-179 - Kauê T. N. Duarte
Detecting Alzheimer's Disease based on Structural Region Analysis using a 3D Shape Descriptor. 180-187
Session 6: Segmentation, Features & Classification
- Victor G. Cardoso, Edna Natividade da Silva Barros, José A. Barbosa, Antonio D. Antonino, Abraão V. Nova:
An Efficient Method for Porosity Properties Extraction of Carbonate Rocks. 188-194 - Ivar Vargas Belizario
Multi-level Graph Label Propagation for Image Segmentation. 195-202 - Pedro H. C. Avelar, Anderson R. Tavares, Thiago L. T. da Silveira, Cláudio R. Jung, Luís C. Lamb:
Superpixel Image Classification with Graph Attention Networks. 203-209 - Daniel Vitor Ruiz
IDA: Improved Data Augmentation Applied to Salient Object Detection. 210-217
Session 7: Computer Vision & Applications
- Luis Felipe de Araujo Zeni, Cláudio R. Jung:
Weakly Supervised Character Detection for License Plate Recognition. 218-225 - Alonso J. Cerpa Salas, Graciela Meza-Lovon, Manuel Eduardo Loaiza Fernández
Training with synthetic images for object detection and segmentation in real machinery images. 226-233 - Charles N. C. Freitas, Filipe R. Cordeiro
MyFood: A Food Segmentation and Classification System to Aid Nutritional Monitoring. 234-239 - David Josué Barrientos Rojas
A Review on Image Inpainting Techniques and Datasets. 240-247 - David Gabriel Choqueluque Roman
Violence Detection and Localization in Surveillance Video. 248-255
Session 8: Neural Networks & Classifiers
- Rodrigo Moreira, Larissa Ferreira Rodrigues
Packet Vision: a convolutional neural network approach for network traffic classification. 256-263 - Willian Dihanster G. de Oliveira, Otávio A. B. Penatti, Lilian Berton:
A comparison of graph-based semi-supervised learning for data augmentation. 264-271 - Whendell F. Magalhães, Jeferson Ferreira, Herman Martins Gomes, Leandro Balby Marinho
Evaluating the Emergence of Winning Tickets by Structured Pruning of Convolutional Networks. 272-279 - Marta Duarte, Victor Coch, Jovania Dias, Silvia Botelho, Nelson Duarte Filho, Paulo Drews Jr.
Thermographic Non-Invasive Inspection Modelling of Fertilizer Pipelines Using Neural Networks. 280-286
Session 9: Pattern Recognition & Applications
- Alaor Cervati Neto, Alexandre L. M. Levada:
ISOMAP-KL: a parametric approach for unsupervised metric learning. 287-294 - Alexandre Silva, Sincler Peixoto de Meireles, Samira Silva
Using Partial Least Squares in Butterfly Species Identification. 295-300 - Luís C. S. Júnior, Maricéia B. S. Pàdua, Leonardo M. Ogusuku, Marcelo Keese Albertini, Renato Pimentel, André R. Backes:
Wild boar Classification by Using a Fusion of Texture Analysis Methods. 301-307
Session 10: Datasets & Classifiers
- Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Fusion of BLAST and Ensemble of Classifiers for Protein Secondary Structure Prediction. 308-315 - Jaime Rocca Layza, Hélio Pedrini, Ricardo da Silva Torres:
1-to-N Large Margin Classifier. 316-323
Session 11: Neural Networks & Classifiers
- Luiz José Schirmer Silva
A lightweight 2D Pose Machine with attention enhancement. 324-331 - Kelvin B. da Cunha, Caio Brito, Lucas Valença
A Study on the Impact of Domain Randomization for Monocular Deep 6DoF Pose Estimation. 332-339 - Wilson Estécio Marcílio, Danilo Medeiros Eler:
From explanations to feature selection: assessing SHAP values as feature selection mechanism. 340-347
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