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Conference on Graphics, Patterns and Images, 34 (SIBGRAPI)

Series

Paiva, A., et al.

18-22 Oct. 2021

Original document URL:
<http://urlib.net/ibi/8JMKD3MGPEW34M/45PQ3RS>


 
 

Contents

1. Full Papers (Main Track)

2. Master's or Doctoral Works

3. Undergraduate Works

4. Works in Progress

5. Industry Application Papers

6. Tutorials
 
 

1. Full Papers (Main Track) (51)

Descriptive Image Gradient from Edge-Weighted Image Graph and Random Forests
Almeida, R.; Patrocínio Junior, Z. K. G.; Araújo, A. A.; Kijak, E.; Malinowski, S.; Guimarães, S. J. F.
2021 - How to cite? 		 
  

The gated recurrent conditional generative adversarial network (GRC-GAN): application to denoising of low-dose CT images
Almeida, M. B.; Pereira, L. F. A.; Ren, T. I.; Cavalcanti, G. D. C.; Sijbers, J.
2021 - How to cite? 		 
  

Representation Learning for Image Retrieval through 3D CNN and Manifold Ranking
Almeida, L. B.; Pereira-Ferrero, V. H.; Valem, L. P.; Almeida, J.; Pedronette, D. C. G.
2021 - How to cite? 		 
  

Improving Similarity Metric of Multi-modal MR Brain Image Registration Via a Deep Ensemble
Andrade, N.; Faria, F. A.; Cappabianco, F. A.
2021 - How to cite? 		 
  

One-Class Classifiers for Novelties Detection in Electrical Submersible Pumps
Baptista, G. S.; Mello, L. H. S.; Oliveira-Santos, T.; Varejão, F. M.; Ribeiro, M. P.; Rodrigues, A. L.
2021 - How to cite? 		 
  

An egg image noise model for digital visual counting processing
Behaine, C. A. R.; Ide, J. S.
2021 - How to cite? 		 
  

Towards a Simple and Efficient Object-based Superpixel Delineation Framework
Belém, F. C.; Perret, B.; Cousty, J.; Guimarães, S. J. F.; Falcão, A. X.
2021 - How to cite? 		 
  

Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based Sampling
Benato, B. C.; Telea, A. C.; Falcão, A. X.
2021 - How to cite? 		 
  

Gravity Alignment for Single Panorama Depth Inference
Bergmann, M. A.; Pinto, P. G. L.; Silveira, T. L. T.; Jung, C. R.
2021 - How to cite? 		 
  

Reducing the need for bounding box annotations in Object Detection using Image Classification data
Blanger, L.; Hirata, N. S. T.; Jiang, X.
2021 - How to cite? 		 
  

Simplifying Horizon Picking Using Single-Class Semantic Segmentation Networks
Calhes, D.; Kobayashi, F. K.; Mattos, A. B.; Macedo, M. M. G.; Oliveira, D. A. B.
2021 - How to cite? 		 
  

A Convolutional Neural Network-based Mobile Application to Bedside Neonatal Pain Assessment
Carlini, L. P.; Ferreira, L. A.; Coutrin, G. A. S.; Varoto, V. V.; Heiderich, T. M.; Balda, R. C. X.; Barros, M. C. M.; Guinsburg, R.; Thomaz, C. E.
2021 - How to cite? 		 
  

Semi-supervised siamese network using self-supervision under scarce annotation improves class separability and robustness to attack
Cavallari, G.; Ponti, M.
2021 - How to cite? 		 
  

BORDE: Boundary and Sub-Region Denormalization for Semantic Brain Image Synthesis
Chaparro-Cruz, I. N.; Montoya-Zegarra, J. A.
2021 - How to cite? 		 
  

A generative approach for face mask removal using audio and appearance
Coelho, L. E. L.; Prates, R. F. C.; Schwartz, W. R.
2021 - How to cite? 		 
  

Combination of Optical Character Recognition Engines for Documents Containing Sparse Text and Alphanumeric Codes
Correa, I. L.
2021 - How to cite? 		 
  

An Investigation of 2D Keypoints Detection on Challenging Scenarios Using Depthwise Separable Convolutions: A Hand Pose Estimation Case Study
Costa, W.; Figueiredo, L.; Teixeira, J. M.; Lima, J. P.; Teichrieb, V.
2021 - How to cite? 		 
  

Domain Adaptation for Holistic Skin Detection
Dourado Neto, A.; Guth, F.; Campos, T.; Weigang, L.
2021 - How to cite? 		 
  

Fast Spatial-Temporal Transformer Network
Escher, R. M.; Drews-Jr, P.; Bem, R. A.
2021 - How to cite? 		 
  

TVAnet: a spatial and feature-based attention model for self-driving car
Flores-Benites, V.; Mugruza-Vassallo, C. A.; Mora-Colque, R. V. H.
2021 - How to cite? 		 
  

New hierarchy-based segmentation layer: towards automatic marker proposal
Fonseca, G. B.; Negrel, R.; Perret, B.; Cousty, J.; Guimarães, S. J. F.
2021 - How to cite? 		 
  

A System for Visual Analysis of Objects Behavior in Surveillance Videos
Fonseca, C. M.; Paiva, J. G. S.
2021 - How to cite? 		 
  

Learning to Segment Medical Images from Few-Shot Sparse Labels
Gama, P. H. T.; Oliveira, H.; Santos, J. A.
2021 - How to cite? 		 
  

A Vision-based Solution for Track Misalignment Detection
Jerripothula, K. R.; Ansari, S. A.; Nijhawan, R.
2021 - How to cite? 		 
  

A Deep Learning-based Approach for Tree Trunk Segmentation
Jodas, D. S.; Brazolin, S.; Yojo, T.; Lima, R. A.; Velasco, G. D. N.; Machado, A. R.; Papa, J. P.
2021 - How to cite? 		 
  

BRCars: a Dataset for Fine-Grained Classification of Car Images
Kuhn, D. M.; Moreira, V. P.
2021 - How to cite? 		 
  

Non-local medians filter for joint Gaussian and impulsive image denoising
Levada, A. L. M.
2021 - How to cite? 		 
  

Entropic Laplacian eigenmaps for unsupervised metric learning
Levada, A. L. M.; Haddad, M. F. C.
2021 - How to cite? 		 
  

Analyzing the Effects of Dimensionality Reduction for Unsupervised Domain Adaptation
Lopes Junior, R. S.; Schwartz, W. R.
2021 - How to cite? 		 
  

Musical Hyperlapse: A Multimodal Approach to Accelerate First-Person Videos
Matos, D.; Ramos, W.; Romanhol, L.; Nascimento, E.
2021 - How to cite? 		 
  

An approach based on image processing techniques to segment lung region in chest X-ray images
Menezes, L. C.; Araújo, A. R. V. F.; Conci, A.
2021 - How to cite? 		 
  

Bias and Fairness in Face Detection
Menezes, H. F.; Ferreira, A. S. C.; Pereira, E. T.; Gomes, H. M.
2021 - How to cite? 		 
  

GCOOD: A Generic Coupled Out-of-Distribution Detector for Robust Classification
Moraes, R. F.; Evangelista, R. S.; Fernandes, L. A. F.; Martí, L.
2021 - How to cite? 		 
  

A New Focus+Context Visualization Technique for Inspecting Black Oil Reservoir Models
Netto, L. F.; Celes, W.
2021 - How to cite? 		 
  

Learning-based End-to-End Video Compression Using Predictive Coding
Oliveira, M. C.; Martins, L. G. R.; Jung, H. C.; Guerin Junior, N. D.; Silva, R. C.; Silva, E. P. F.; Espinoza, B. L. M.; Hung, E. M.; Testoni, V.; Freitas, P. G.
2021 - How to cite? 		 
  

Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs
Oliveira, H. N.; Penteado, L. O.; Pimenta, J. L. M.; Ferraciolli, S. F.; Takahashi, M. S.; Bloch, I.; Cesar Junior, R. M.
2021 - How to cite? 		 
  

An Offline Writer-Independent Signature Verification Method with Robustness Against Scalings and Rotations
Pachas, F. E. H.; Gastal, E. S. L.
2021 - How to cite? 		 
  

ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation
Pereira, M. B.; Santos, J. A.
2021 - How to cite? 		 
  

DRIFT: A visual analytic tool for scientific literature exploration based on textual and image content
Pocco, X.; Poco, J.; Viana, M.; de Paula, R.; Gustavo Nonato, L.; Gomez-Nieto, E.
2021 - How to cite? 		 
  

Optimized 2D Ball Trees
Retondaro, L. C. S. C. R.; Esperança, C.
2021 - How to cite? 		 
  

Interactive Visualizations to Support Randomized Clinical Trial Monitoring
Rey, M. F.; Freitas, C. M. D. S.
2021 - How to cite? 		 
  

Enhancing Shallow Neural Networks Through Fourier-based Information Fusion for Stroke Classification
Roder, M.; Rosa, G. H.; Papa, J. P.; Pedronette, D. C. G.
2021 - How to cite? 		 
  

A Form Understanding Approach to Printed and Structured Engineering Documentation
Santos, G. L.; Silva, V. T.; Dalmolin, L. A.; Rodrigues, R. N.; Drews Jr, P. L. J.; Duarte Filho, N. L.
2021 - How to cite? 		 
  

Data Augmentation Guidelines for Cross-Dataset Transfer Learning and Pseudo Labeling
Santos, F. P.; Thumé, G. S.; Ponti, M. A.
2021 - How to cite? 		 
  

SGAT: Semantic Graph Attention for 3D human pose estimation
Schirmer, L.
2021 - How to cite? 		 
  

Performance analysis of chess players comparing traditional and novel cognitive perception ranking measures
Silva Junior, L.; Silva, W.; Thomaz, C.
2021 - How to cite? 		 
  

A New Grammar for Creating Convolutional Neural Networks Applied to Medical Image Classification
da Silva, C. A. C. F.; Miranda, P. B. C.; Cordeiro, F. R.
2021 - How to cite? 		 
  

Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers
Silva, L. F. A.; Pedronette, D. C. G.; Faria, F. A.; Papa, J. P.; Almeida, J.
2021 - How to cite? 		 
  

ConformalLayers: A non-linear sequential neural network with associative layers
Sousa, E. V.; Fernandes, L. A. F.; Vasconcelos, C. N.
2021 - How to cite? 		 
  

Gaze estimation via self-attention augmented convolutions
Vieira, G. L.; Oliveira, L.
2021 - How to cite? 		 
  

STN PLAD: A Dataset for Multi-Size Power Line Assets Detection in High-Resolution UAV Images
Vieira e Silva, A. L. B.; Felix, H. C.; Chaves, T. M.; Simões, F. P. M.; Teichrieb, V.; dos Santos, M. M.; Santiago, H. C.; Sgotti, V. A. C.; Lott Neto, H. B. D. T.
2021 - How to cite? 		 
  


2. Master's or Doctoral Works (21)

Screen-Space Virtual Point Light propagation for Real-Time Global Illumination
Aranha, V. M.; Macedo, M. C. F.; Jr. , A. L. A.
2021 - How to cite? 		 
  

KutralNext: An Efficient Multi-label Fire and Smoke Image Recognition Model
Ayala, A.; Macêdo, D.; Zanchettin, C.; Cruz, F.; Fernandes, B.
2021 - How to cite? 		 
  

ForestEyes Project - Citizen Science and Machine Learning to detect deforested areas in tropical forests
Dallaqua, F. B. J. R.; Faria, F. A.; Fazenda, Á. L.
2021 - How to cite? 		 
  

Methods for segmentation of spinal cord and esophagus in radiotherapy planning computed tomography
Diniz, J. O. B.; Silva, A. C.; Paiva, A. C.
2021 - How to cite? 		 
  

Synthesizing realistic human dance motions conditioned by musical data using graph convolutional networks
Ferreira, J. P. M.; Martins, R.; Nascimento, E. R.
2021 - How to cite? 		 
  

Advances in subspace learning and its applications
Gatto, B. B.; Fukui, K.; Júnior, W. S. S.; Santos, E. M.
2021 - How to cite? 		 
  

Real-Time Frequency Adjustment of Images and Videos
Germano, R. L.; Gastal, E. S. L.
2021 - How to cite? 		 
  

A Novel Human-Machine Hybrid Framework for Person Re-Identification from Full Frame Videos
Huayta, F. O. S.; Clúa, E. W. G.; Guérin, J.
2021 - How to cite? 		 
  

Partial Least Squares: A Deep Space Odyssey
Jordão, A.; Schwartz, W. R.
2021 - How to cite? 		 
  

Scene classification using a combination of aerial and ground images
Machado, G. L. S.; Nogueira, K.; dos Santos, J. A.
2021 - How to cite? 		 
  

Visual rhythm-based convolutional neural networks and adaptive fusion for a multi-stream architecture applied to human action recognition
Maia, H. A.; Vieira, M. B.; Pedrini, H.
2021 - How to cite? 		 
  

Computing Vessel Velocity from Single Perspective Projection Images
Mango, J. L. H.; Fernandes, L. A. F.
2021 - How to cite? 		 
  

Unsupervised Brain Anomaly Detection in MR Images
Martins, S. B.; Telea, A. C.; Falcão, A. X.
2021 - How to cite? 		 
  

Targets Detection Using Multiple Foveas
Medeiros, P. R. T.; Gomes, R. B.; Gonçalves, L. M. G.
2021 - How to cite? 		 
  

Semantic Segmentation with Multi-Source Domain Adaptation for Radiological Images
Oliveira, H. N.; Araújo, A. A.; Santos, J. A.
2021 - How to cite? 		 
  

Breast Tomosynthesis Reconstruction Using Artificial Neural Networks with Deep Learning
Paula, D. D.; Salvadeo, D. H. P.
2021 - How to cite? 		 
  

Dealing with Imbalanceness in Hierarchical Classification Problems Through Data Resampling
Pereira, R. M.; Costa, Y. M. G.; Jr. , C. N. S.
2021 - How to cite? 		 
  

Semi-automatic Segmentation of Skin Lesions based on Superpixels and Hybrid Texture Information
Santos, E. S.
2021 - How to cite? 		 
  

Semantic graph attention networks and tensor decompositions for computer vision and computer graphics
Schirmer, L.; Velho, L.; Lopes, H.
2021 - How to cite? 		 
  

On periodic tilings with regular polygons
Soto Sánchez, J. E.; Medeiros e Sá, A.; de Figueiredo, L. H.
2021 - How to cite? 		 
  

Exploring ERP Distortions to Reduce the Encoding Time of 360 Videos
Storch, I.; Agostini, L.; Zatt, B.; Palomino, D.
2021 - How to cite? 		 
  


3. Undergraduate Works (10)

A Comparative Study of Text Document Representation Approaches Using Point Placement-based Visualizations
Carvalho, H. S. L.; Borges, V. R. P.
2021 - How to cite? 		 
  

Um Estudo Comparativo de Redes Convolucionais Profundas para Detecção de Insetos em Imagens
Domênico, J. R. D.; Lau, D.; Ribeiro, D. D.; Rieder, R.; Júnior, T. D. C.
2021 - How to cite? 		 
  

Virtual lines for offside situations analysis in football
Lima, K. F.; Figueiredo, R. M.; Martins, E. A.; Schmith, J.
2021 - How to cite? 		 
  

Classificando Modelos de Implantes Dentários Usando Redes Neurais Convolucionais com Dados Sintetizados
Louzada, H. A.; Paula, M. I. L.
2021 - How to cite? 		 
  

Coffee Leaf Diseases Identification and Severity Classification using Deep Learning
de Lucena Lisboa, E. A.; Lima do Nascimento Júnior, G.; da Silva Queiroz, F.
2021 - How to cite? 		 
  

Evaluating Loss Functions for Illustration Super-Resolution Neural Networks
Nepomuceno, R.; Silva, M. M.
2021 - How to cite? 		 
  

Detectron2 e Mask R-CNN para Detecção de Fissuras em Superfícies de Concreto
Oliveira, R. P. C.; Maurício, C. R. M.; Peres, F. F. F.; Santos, V. N.
2021 - How to cite? 		 
  

Improved Smart Eye Tracker Communicator Using Low Resolution Webcam
Rocha, A. L. S.; Silva, L. H. S.; Fernandes, B. J. T.
2021 - How to cite? 		 
  

Detecção e Classificação de Objetos Presentes em Imagens Aéreas de Drones de Ambientes Urbanos
Sganderla, G. R.; Mauricio, C. R. M.; Santos, V. N.; Peres, F. F. F.
2021 - How to cite? 		 
  

The Use of an Augmented Reality Application to improve User Experience in Museums in São Luís - Maranhão
Silva, G. N. B.; Jr. , D. L. G.; Maia, I. M. O.; Paiva, A. C.
2021 - How to cite? 		 
  


4. Works in Progress (8)

PathoSpotter-Search: A Content-Based Image Retrieval Tool for Nephropathology
Aguiar, E.; Calumby, R.; Oliveira, L.; Santos, W.; Duarte, A.
2021 - How to cite? 		 
  

Avaliação de Modelos de Detecção de Objetos para Detectar Glomérulos em Imagens Histológicas
Galvão, A. R.; Rehem, J. M. C.; Santos, W. L. C.; Oliveira, L. R.; Duarte, A. A.; Angelo, M. F.
2021 - How to cite? 		 
  

Estimativa dos Níveis de Obesidade com Base em Hábitos Alimentares e Condição Física Através de Técnicas de Aprendizado de Máquina
Lopes, L. F.; Oliveira, A. C.; Brito, R. X.; Oliveira, S. A. F.; Raposo Neto, L. T.
2021 - How to cite? 		 
  

Using images to avoid collisions and bypass obstacles in indoor environments
Medeiros, D. S.; Araújo, T. H.; Silva Júnior, E. T.; Ramalho, G. L. B.
2021 - How to cite? 		 
  

Aprendizado Profundo na Classificação de Lesões Crescentes Glomerulares: modelos e condições
Silva, J. M.; Angelo, M. F.; Santos, W. L. C.; Loula, A. C.
2021 - How to cite? 		 
  

Hearing glasses to visually impaired people prototype
Viti, V. M.; Marques, B. A. D.
2021 - How to cite? 		 
  

Segmentation and graph generation of muzzle images for cattle identification
Wojcik, L. M. L.; Jorge Junior; Menotti, D.; Hill, J.
2021 - How to cite? 		 
  

Automated Visual Inspection of Aircraft Exterior Using Deep Learning
Yasuda, Y. D. V.; Cappabianco, F. A. M.; Martins, L. E. G.; Gripp, J. A. B.
2021 - How to cite? 		 
  


5. Industry Application Papers (1)

A Comparative Study of Methods based on Deep Neural Networks for Self-reading of Energy Consumption in a Chatbot Application Context
Rocha, C. V. M.; Vieira, P. H. C.; Pinto, A. M.; Bernhard, P. V.; Anchieta Junior, R. J. F.; Marques, R. C. S.; Silva, I. F. S.; Rocha, S. V.; Silva, A. C.; Monteiro, E. M. G.; Nogueira, H. D. C. S.
2021 - How to cite? 		 
  


6. Tutorials (3)

Machine Learning Bias in Computer Vision: Why do I have to care?
Laranjeira, C.; Mota, V. F.; Santos, J. A.
2021 - How to cite? 		 
  

Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond
Ponti, M. A.; Santos, F. P.; Ribeiro, L. S. F.; Cavallari, G. B.
2021 - How to cite? 		 
  

Neural Networks for Implicit Representations of 3D Scenes
Schirmer, L.; Schardong, G.; Silva, V.; Novello, T.; Yukimura, D.; Magalhães, T.; Paz, H.; Velho, L.; Lopes, H.
2021 - How to cite? 		 
  

 
 
 
     

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