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Conference on Graphics, Patterns and Images, 35 (SIBGRAPI)

Series

Canário, J. P.; Ribeiro, O. & Rios, R. A.

24-27 Oct. 2022

Original document URL:
<http://urlib.net/ibi/8JMKD3MGPEW34M/495MHJ8>


 
 

Contents

1. Full Papers (Main Track)

2. Master's or Doctoral Works

3. Undergraduate Works

4. Works in Progress

5. Tutorials

6. Workshop on Patterns and Data for Pandemic Dynamics Analysis
 
 

1. Full Papers (Main Track) (48)

Synthetic Object Recognition Dataset for Industries
Abou Akar, C.; Tekli, J.; Jess, D.; Khoury, M.; Kamradt, M.; Guthe, M.
2022 - How to cite? 		 
  

Pap-smear image classification by using a fusion of texture features
Backes, A. R.
2022 - How to cite? 		 
  

A texture-driven model for male baldness
Balreira, D. G.; Figueiredo, L. H.; Volkweis, M.; Walter, M.
2022 - How to cite? 		 
  

Improving color homogeneity measure in superpixel segmentation assessment
Barcelos, I. B.; Belém, F. C.; João, L. M.; Falcão, A. X.; Guimarães, S. J. F.
2022 - How to cite? 		 
  

Analysis of the statistical significance of 3D texture features in MRI images toward the detection of Tourette’s Syndrome
Barros, M. C.; Duarte, K.; Lee, W.-T.; Hsu, C.-J.; Carvalho, M. A. G.
2022 - How to cite? 		 
  

Multi-Scale Patch Partitioning for Image Inpainting Based on Visual Transformers
Campana, J. L. F.; Decker, L. G. L.; Souza, M. R.; Maia, H. A.; Pedrini, H.
2022 - How to cite? 		 
  

Explaining noise effects in CNN: a practical case study on volcano signals
Canário, J. P.; Ribeiro, O.; Rios, R. A.
2022 - How to cite? 		 
  

An Action Recognition Approach with Context and Multiscale Motion Awareness
Cardoso, D. B.; Campos, L. B. C.; Nascimento, E. R.
2022 - How to cite? 		 
  

Residual M-net with Frequency-Domain Loss Function for Latent Fingerprint Enhancement
Cunha, N. S.; Gomes, H. M.; Batista, L. V.
2022 - How to cite? 		 
  

Measuring the influence of painters through artwork facial features
Dalmoro, B.
2022 - How to cite? 		 
  

Segmenting White Matter Hyperintensity in Alzheimer's Disease using U-Net CNNs
Duarte, K. T. N.; Gobbi, D.; Sidhu, A.; McCreary, C.; Saad, F.; Das, N.; Smith, E.; Frayne, R.
2022 - How to cite? 		 
  

Learning from pseudo-labels: Self-training Electronic Components Detector for Waste Printed Circuit Boards
F. Junior, A. A.; Silva, L. H. S.; Fernandes, B. J. T.; Azevedo, G. O. A.; Oliveira, S. C.
2022 - How to cite? 		 
  

Brazilian Road's Animals (BRA): An Image Dataset of Most Commonly Run Over Animals
Ferrante, G. S.; Nakamura, L. H. V.; Andrade, F. R. H.; Rocha Filho, G. P.; De Grande, R. E.; Meneguette, R. I.
2022 - How to cite? 		 
  

Recursive filtering 2D Tikhonov regularization
Ferreira, H. H.; Gastal, E. S. L.
2022 - How to cite? 		 
  

No boundary left behind in semantic segmentation
Fontinele, J.; Peters, B.; Oliveira, L.
2022 - How to cite? 		 
  

Pixel-level Class-Agnostic Object Detection using Texture Quantization
Gonçalves, G. R.; Sena, J.; Júnior, C. A. C.; Schwartz, W. R.
2022 - How to cite? 		 
  

Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view Perspectives
Jodas, D. S.; Passos, L. A.; Velasco, G. D. N.; Longo, M. H. C.; Machado, A. R.; Papa, J. P.
2022 - How to cite? 		 
  

A First Look at Dataset Bias in License Plate Recognition
Laroca, R.; Santos, M.; Estevam, V.; Luz, E.; Menotti, D.
2022 - How to cite? 		 
  

Feature extraction with mixture gaussian for stroke classification
Leite, W. L. S.; Sarmento, R. M.; Dourado Junior, C. M. J. M.
2022 - How to cite? 		 
  

Evaluating Interpretability in Deep Learning using Breast Cancer Histopathological Images
Macedo, D. C.; Lima, J. W. S.; Santos, V. D.; Moraes, T. L. O.; Arrais, N.; Vinuto, T.; Lucena, J.; P. Neto, F. M.
2022 - How to cite? 		 
  

How to proper initialize Gaussian Mixture Models with Optimum-Path Forest
Martins, G. B.; Papa, J. P.
2022 - How to cite? 		 
  

Collaborative Filtering Matches Decision Templates: A Practical Approach to Estimate Predictions
Martins, G. B.; Papa, J. P.
2022 - How to cite? 		 
  

Learning to Detect Good Keypoints to Match Non-Rigid Objects in RGB Images
Melo, W. A. L. J.; Potje, G. A.; Chamone, F. C.; Martins, R.; Nascimento, E. R.
2022 - How to cite? 		 
  

A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image Classification
Miranda, M. S.; Silva, L. F. A.; Santos, S. F.; Santiago Júnior, V. A.; Körting, T. S.; Almeida, J.
2022 - How to cite? 		 
  

Quantitative descriptors for a range of visual biologic pigmentation patterns
Moro, G. H.; Malheiros, M. G.; Walter, M.
2022 - How to cite? 		 
  

Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution
Nascimento, V.; Laroca, R.; Lambert, J. A.; Schwartz, W. R.; Menotti, D.
2022 - How to cite? 		 
  

A soybean seedlings dataset for soil condition and genotype classification
Nascimento, B. C.; Ribeiro, M. H. F.; Silva, L. J.; Capobiango, N. P.; Silva, M. M.
2022 - How to cite? 		 
  

Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study
Navarro, L. C.; Amorim, L. L.; Berriel, R.; Paixao, T. M.; Rampinelli, V.; Wasem, L. A.; Quaresma, L.; Badue, C.; Souza, A. F. D.; Oliveira-Santos, T.
2022 - How to cite? 		 
  

Convolution-Vision Transformer for Automatic Lung Sound Classification
Neto, J. D. C.; Freitas, N. C. A.; Vinuto, T. D. S.; Lucena, O. B. A.
2022 - How to cite? 		 
  

PTL-AI Furnas Dataset: A Public Dataset for Fault Detection in Power Transmission Lines Using Aerial Images
Oliveira, F. S.; Carvalho, M.; Campos, P. H. T.; Soares, A. S.; Cândido Júnior, A.; Quirino, A. C. R. S.
2022 - How to cite? 		 
  

Fine-grained cars recognition using deep convolutional neural networks
Oliveira, F. L. S.; Macena, A. S.; Barbosa, O. A. C. K.; Souza, W.; Freitas, N. C. A.; Vinuto, T. D. S.
2022 - How to cite? 		 
  

Error Accuracy Estimation of 3D Reconstruction and 3D Camera Pose from RGB-D Data
Ortiz-Fernandez, L. E.; da Silva, B. M. F.; Goncalves, L. M. G.
2022 - How to cite? 		 
  

A Method to Estimate COVID-19 Contamination Risk Based on Social Distancing and Face Mask Detection Using Convolutional Neural Networks
Passamani, C. A. G.; Neves, V. N.; Lyrio Junior, L. J.; Oliveira-Santos, T.; Badue, C.; De Souza, A. F.
2022 - How to cite? 		 
  

Multiresolution Neural Networks for Imaging
Paz, H.; Novello, T.; Silva, V.; Schardong, G.; Schirmer, L.; Chagas, F.; Lopes, H.; Velho, L. C. P. R.
2022 - How to cite? 		 
  

DirectVoxGO++: Fast Neural Radiance Fields for Object Reconstruction
Perazzo, D.; Lima, J. P.; Velho, L.; Teichrieb, V.
2022 - How to cite? 		 
  

A Study on the Impact of Data Augmentation for Training Convolutional Neural Networks in the Presence of Noisy Labels
Pereira, E.; Carneiro, G.; Cordeiro, F. R.
2022 - How to cite? 		 
  

Classification of lymphomas images with polynomial strategy: An application with Ridge regularization
Pereira, D. C.; Longo, L. H. C.; Tosta, T. A. A.; Martins, A. S.; Silva, A. B.; de Faria, P. R.; Neves, L. A.; do Nascimento, M. Z.
2022 - How to cite? 		 
  

Neuroevolution-based Classifiers for Deforestation Detection in Tropical Forests
Pimenta, G. B. A.; Dallaqua, F. B. J. R.; Fazenda, Á.; Faria, F. A.
2022 - How to cite? 		 
  

Counting Particles: a simple and fast surface reconstruction method for particle-based fluids
Quispe, F. I.; Paiva, A.
2022 - How to cite? 		 
  

CityHub: A Library for Urban Data Integration
Salinas, K.; Gonçalves, T.; Barella, V.; Vieira, T.; Nonato, L. G.
2022 - How to cite? 		 
  

Face Super-Resolution Using Stochastic Differential Equations
Santos, M.; Laroca, R.; Ribeiro, R. O.; Neves, J.; Proença, H.; Menotti, D.
2022 - How to cite? 		 
  

Non-Linear co-registration in UAVs' images using deep learning
Silva, L. H. F. P.; Júnior, J. D. D.; Mari, J. F.; Escarpinati, M. C.; Backes, A. R.
2022 - How to cite? 		 
  

Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading
Silva, A. B.; Oliveira, C. I.; Pereira, D. C.; Tosta, T. A. A.; Martins, A. S.; Loyola, A. M.; Cardoso, S. V.; Faria, P. R.; Neves, L. A.; Nascimento, M. Z.
2022 - How to cite? 		 
  

SynLibras: A Disentangled Deep Generative Model for Brazilian Sign Language Synthesis
Silveira, W.; Alaniz, A.; Hurtado, M.; Castello da Silva, B.; de Bem, R.
2022 - How to cite? 		 
  

Automated Sperm Head Morphology Classification with Deep Convolutional Neural Networks
Soares, M. A. C.; Falci, D. H. M.; Farnezi, M. F. A.; Farnezi, H. C. M.; Parreiras, F. S.; Gomide, J. V. B.
2022 - How to cite? 		 
  

Fault Classification on Melamine Faced Panels Using Local Binary Pattern
Sá, F. P. G.; Conci, A.; Aguilera, C.; Aguilera, C. A.
2022 - How to cite? 		 
  

A Benchmark on Masked Face Recognition
Vidal, P.; Granada, R. L.; Führ, G.; Testoni, V.; Menotti, D.
2022 - How to cite? 		 
  

Identification of the Radical Component from Images of Chinese Characters
Wu, Y. T.; Fujiwara, E.; Suzuki, C. K.
2022 - How to cite? 		 
  


2. Master's or Doctoral Works (9)

Iterative Optimum-Path Forest: A Graph-Based Data Clustering Framework
Aparco-Cardenas, D.; Falcão, A. X.; Rezende, P. J.
2022 - How to cite? 		 
  

Interactive Image Segmentation: From Graph-based Algorithms to Feature-Space Annotation
Bragantini, J.; Falcão, A. X.
2022 - How to cite? 		 
  

3D Point-Cloud Quality Assessment Using Color and Geometry Texture Descriptors
Diniz, R.
2022 - How to cite? 		 
  

Visual crime pattern analysis
Garcia-Zanabria, G.; Nonato, L. G.
2022 - How to cite? 		 
  

Transferring human motion and appearance in monocular videos
Gomes, T. L.; Martins, R. J.; Nascimento, E. R.
2022 - How to cite? 		 
  

Musical Hyperlapse: A Multimodal Approach to Accelerate First-Person Videos
Matos, D.; Nascimento, E. R.
2022 - How to cite? 		 
  

Creation of materials from tabular BRDFs
Nunes, M. S.; Miranda Jr., G. F.; Andrade, B. T.
2022 - How to cite? 		 
  

On model complexity reduction in instance-based learners
Oliveira, S. A. F.; Rocha Neto, A. R.; Gomes, J. P. P.
2022 - How to cite? 		 
  

Avoiding Overfitting: new algorithms to improve generalization in Convolutional Neural Networks
Santos, C. F. G.; Papa, J. P.
2022 - How to cite? 		 
  


3. Undergraduate Works (8)

Combining statistical and graph-based approaches to classification of interstitial pulmonary diseases
Albuquerque, Á. A.; Mendes, Y.; Almeida, E.; Cabral, R.; Queiroz, F.
2022 - How to cite? 		 
  

Estudo e Comparação de Técnicas de Compressão de Imagens Baseadas em Transformadas Discretas
Brito-Filho, A. A.; Nose-Filho, K.
2022 - How to cite? 		 
  

Food Data Analysis using Multidimensional Visualizations based on Point Placement
Holanda, M. E. M.; Romão, B.; Botelho, R. B. A.; Zandonadi, R. P.; Borges, V. R. P.
2022 - How to cite? 		 
  

A Machine Learning Approach for DeepFake Detection
Lacerda, G. C.; Vasconcelos, R. C. S.
2022 - How to cite? 		 
  

Deep Learning Utilized for Person Recognition Based on the Biometric Features of the Periocular Region
Nascimento, L. F.; Souza, J. M.
2022 - How to cite? 		 
  

Face-capture with automatic blendshape generation
Nogueira, J. V.; Sumar, B.; Carvalho, L.
2022 - How to cite? 		 
  

A Python Framework for Objective Visual Quality Assessment
Saigg, C. L.; Dias, B. S. S.; Costa, A. H. M.; Martinez, H. B.; Farias, M. C. Q.
2022 - How to cite? 		 
  

Rede Neural Convolucional para Detecção de Pedestres Realizando Travessias de Risco
Santos, M. L.; Peres, F. F. F.; Santos, V. N.; Mauricio, C. R. M.
2022 - How to cite? 		 
  


4. Works in Progress (6)

AEIMPS: Deep Autoencoder for Image Retargeting Quality Assessment
Carvalho, L. C.; Oliveira, S. A. F.
2022 - How to cite? 		 
  

Weaklier Supervised: Semi-automatic Scribble Generation Applied to Semantic Segmentation
Ferreira, J. P. K.; Pinto, J. P. L.; Castro, C. L.
2022 - How to cite? 		 
  

Segmentação multi-classes em termografias mamárias utilizando redes profundas
Henriger, G. P.; Pinto, S. C. D.
2022 - How to cite? 		 
  

Towards a Computer Vision System for Monitoring and Stimulation of Rodents
de Lima, R. A.; Silva, J. W. O.; Goncalves, L. M. G.
2022 - How to cite? 		 
  

Epileptic seizure detection with Convolutional Neural Networks and the Continuous Wavelet Transform
Ribeiro, C. E.; Aureliano, M.; Díaz, A.; Pansani, A. P.; Itikawa, E. N.; Colugnati, D.; Braga, P.; Quintino, C.
2022 - How to cite? 		 
  

Explorando Poda de Transformada na Compressão de Imagens em 360°
Segala, E. B.; Silveira, T. L. T.
2022 - How to cite? 		 
  


5. Tutorials (4)

Deep Open-Set Segmentation in Visual Learning
Nunes, I.; Oliveira, H.; Pereira, M. B.; Santos, J. A.; Poggi, M.
2022 - How to cite? 		 
  

Domain Generalization in Medical Image Segmentation via Meta-Learners
Oliveira, H. N.; Cesar Junior, R. M.; Gama, P. H. T.; Santos, J. A.
2022 - How to cite? 		 
  

Visual Computing in 360º: Foundations, Challenges, and Applications
Silveira, T. L. T.; Jung, C. R.
2022 - How to cite? 		 
  

Fundamentals and Challenges of Generative Adversarial Networks for Image-based Applications
Souza, V. L. T.; Marques, B. A. D.; Gois, J. P.
2022 - How to cite? 		 
  


6. Workshop on Patterns and Data for Pandemic Dynamics Analysis (5)

Analysis with SARIMA and FFT Between Two Neighboring Cities Regarding the Implementation of Restrictive Lockdown Measures
Aragão, D. P.; Santos, D. H.; Mondini, A.; Distante, C.; Gonçalves, L. M. G.
2022 - How to cite? 		 
  

Real-Time Air Quality Monitoring Using Sensors to Prevent Severe Acute Respiratory Syndromes (SARS)
Bezerra, A. A.; Santos, D. H.; Gonçalves, L. M. G.
2022 - How to cite? 		 
  

Data Modelless Microservices to increase Multi-Tenancy in BaaS and SaaS Providers with Application to a Covid-19 Data-Lake
Costa, J. G. S. F.; Pereira, F. A.; Santos, D. H.; Souza, S. X.; Gonçalves, L. M. G.
2022 - How to cite? 		 
  

Towards Measuring Air Quality Index with Country and States Granularity from Sentinel-5 Data
Cuno, J. S.; Conci, A.; Silva-Júnior, A. G.; Gonçalves, L. M. G.
2022 - How to cite? 		 
  

Auto-regressive Multi-variable Auto-encoder
Oliveira, E. V.; Santos, D. H.; Goncalves, L. M. G.
2022 - How to cite? 		 
  

 
 
 
 

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