Keynote

Title

Speaker

Keynote 1

Visão Computacional: de David Marr a Deep Learning, um histórico sobre o Workshop de Visão Computacional (WVC)

Prof. Adilson Gonzaga – EESC-USP

Keynote 2

Emprego da Visão Computacional na Agricultura de Precisão

Sensix Inovações em Drones

Keynote 3

Segmentação 3D da mandíbula e maxila em Tomografia Computadorizada de Feixe Cônico

Prof. João Do Espirito Santo Batista Neto - ICMC-USP

Session

Paper

Authors

Session 1

Rain Gutter Detection in Aerial Images for Aedes Eegypti Mosquito Prevention

Lucas Rossi, André R. Backes and Jefferson Souza

Session 1

Impacts of Color Space Transformations on Dysplastic Nuclei Segmentation Using CNN

Dali F. D. dos Santos, Adriano B. Silva, Paulo Rogério de Faria, Bruno A. N. Travençolo and Marcelo Zanchetta do Nascimento

Session 1

Recognition of Soybean Diseases Using Machine Learning Techniques Based on Segmentation of Images Captured by UAVs

Gercina Gonçalves da Silva, Vanessa Ap. de Moraes Weber, Alessandro Ferreira, Denilson Guilherme, José Fernando Jurca Grigolli and Hemerson Pistori

Session 1

Unsupervised Segmentation of Breast Infrared Images in Lateral View Using Histogram of Oriented Gradients

Thays Lacerda, Fabíola Freitas, Matheus F. O. Baffa and Lucas Lattari

Session

Paper

Authors

Session 2

Fundus Eye Images Classification for Diabetic Retinopathy Detection Using Very Deep Convolutional Neural Network

Ítalo Rodrigues Gama, Martins Coelho and Matheus F. O. Baffa

Session 2

Fully-Connected Neural Network for COVID-19 Chest X-Ray Imaging Classification Using Hybrid Features

Victor Hugo Viveiros, Rayanne Bertolace Lima, Alessandra Martins Coelho and Matheus F. O. Baffa

Session 2

Automatic Detection of Lupus Butterfly Malar Rash Based on Transfer Learning

Jhonatan Souza, Tiago M. Oliveira, Claudemir Casa and André R. Ortoncelli

Session 2

Automatic Detection of COVID-19 in X-Ray Images Using Fully-Connected Neural Networks

Elisson Carlos de Carvalho, Raian Campos Malta, Alessandra Martins and Matheus F. O. Baffa

Session 2

Optimizing Data Augmentation Policies for Convolutional Neural Networks Based Classification of Sickle Cells

Matheus Silva, Larissa Rodrigues and João F. Mari

Session 2

Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images

Leonardo Rodrigues, Larissa Rodrigues, Danilo Silva and João F Mari

Session 2

Segmentation of fish chromosomes in microscopy images: A new dataset

Rodrigo Jr. Rodrigues, Rubens Pasa, Karine Frehner Kavalco and Joao F. Mari

Session

Paper

Authors

Session 3

Domain Adaptation for Robust Face Recognition Using Transfer Kernel Learning

João Renato Ribeiro Manesco and Aparecido N. Marana

Session 3

A New Method for Gait Recognition Using 2D Poses

Daniel Ricardo S. Jangua and Aparecido N. Marana

Session 3

Using CNNs for Quality Assessment of No-Reference and Full-Reference Compressed-Video Frames

Renato Silva, Luiz Brito, Marcelo Albertini, Marcelo do Nascimento and André R. Backes

Session 3

A Thorough Evaluation of Kernel Order in CNN Based Traffic Signs Recognition

Lucas Armand Souza Assis de Oliveira, Guilherme L. Abelha Mota and Vitor da Silva Vidal

Session

Paper

Authors

Session 4

Neonatal Pain Assessment From Facial Expression Using Deep Neural Networks

Lucas F. Buzuti, Carlos E. Thomaz, Tatiany Marcondes Heiderich and Marina Carvalho de Moraes Barros

Session 4

RUMICAM: A New Device for Cattle Rumination Analysis

Gilberto L. Oliveira, Milena S. Carmona, Julia G. B. Pistori, Patricia M. Oliveira, Rodrigo G. Mateus, Geazy Menezes, Vanessa Ap. de Moraes Weber, Cleonice A. Le Bourlegat and Hemerson Pistori

Session 4

Classification of UAVs' distorted images using Convolutional Neural Networks

Leandro Silva, Jocival Dantas Dias Jr., Jean Santos, João F. Mari, Mauricio C. Escarpinati and André R Backes

Session 4

Maize leaf disease classification using convolutional neural networks and hyperparameter optimization

Erik Rocha, Larissa Rodrigues and João F. Mari

Session 4

MS-DIAL: Multi-Source Domain Alignment Layers for Unsupervised Domain Adaptation

Lucas Fernando Alvarenga e Silva and Jurandy Almeida

Session 4

Water Tanks and Swimming Pools Detection in Satellite Images: Exploiting Shallow and Deep-Based

Eduardo A. M. Fernandes, Pedro Wildemberg and Jefersson A. dos Santos

Session

Paper

Authors

Session 5

Braille Character Detection Using Deep Neural Networks for an Educational Robot for Visually Impaired People

Diego L. N. Gonçalves, Gabriel Santos, Márcia Campos, Alexandre Amory and Isabel Harb Manssour

Session 5

Viable Yeast Identification Using Bag of Visual Words in Colored Images

Junior S. Souza, Vanessa Ap. de Moraes Weber, Ariadne Gonçalves, Marco Alvarez, Marney P. Cereda, Wesley Gonçalves, Valguima V. V. A. Odakura and Hemerson Pistori

Session 5

Analysis of Futsal Matches Using a Single-Camera Computer Vision System

Heloiza Paulichen, Kallil M. Zielinski, Dalcimar Casanova and Pablo Cavalcanti

Session 5

Analysis of Color Feature Extraction Techniques for Fish Species Identification

Uéliton Freitas, Marcio Carneiro Brito, Wesley Gonçalves, Edson Matsubara, José Sabino, Diego A. Sant'Ana and Hemerson Pistori

Session 5

Improving the Network Traffic Classification Using the Packet Vision Approach

Rodrigo Moreira, Larissa Rodrigues, Pedro Rosa and Flavio Oliveira Silva