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Revista de Informática Teórica e Aplicada - RITA, Volume 32
Volume 32, Number 1, 2025
- Vanessa Kaplum Foleis, Bianca Aparecida Andrade
, Henrique Bergamo Shigihara, Dimas Augusto Mendes Lemes, José Guilherme Picolo, Bernardo Feijó Junqueira, Guilherme Ribeiro Sales, Valentino Corso
, Cides S. Bezerra:
Transfer Learning and Handcrafted Features Ensembles for Ultrasound Breast Cancer Image Classification. 11-17 - Pedro Lucas De Oliveira Costa
, Thiago Matheus De Oliveira Costa
, Larissa Ferreira Rodrigues Moreira
, Leandro Henrique Furtado Pinto Silva
, João Fernando Mari:
Classification of Agricultural Pests Through Digital Images Using Deep Learning. 18-25 - Ana Claudia Souza Vidal de Negreiros
, Gilson Giraldi, Heron Werner
:
Application of Denoising Diffusion Probabilistic Methods in Fetal MRI. 26-32 - João Vítor Souto de Lima, Rafael Marinho e Silva, Rodrigo Moreira
, Larissa Ferreira Rodrigues Moreira
:
Preprocessing and Optimizer impact on Image-Based Autoimmune Disease Diagnosis. 33-39 - Iago Garcia Vargas
, Henrique C. Fernandes
:
Composite Material Defect Segmentation Using Deep Learning Models and Infrared Thermography. 40-46 - Gabriel Santos De Souza, Camila Corrêa Vargas, Jean Carlo Hamerski
:
Automatic Detection and Counting of Tuta Absoluta Insect in Trap Images. 47-53 - Victor Forattini Jansen
, Emanuel Teixeira Martins
, Yasmin Souza Lima
, Flávio Oliveira Silva
, Rodrigo Moreira
, Larissa Ferreira Rodrigues Moreira
:
Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning. 54-60 - Vinícius Meireles Pereira Santos, Ana Claudia Patrocinio, William Chaves de Souza Carvalho, Pedro Moises de Sousa
:
Renal Cancer Classification in Tomographic Images Using Convolutional Neural Networks to Assist Early Diagnosis. 61-66 - Luísa Ferreira, Michel Melo Silva
:
Automatic Identification of Relevant Moments in Security Force Videos Using Multimodal Analysis. 67-74 - Luísa Ferreira, Ana Clara Fraga Osias
, Lucas Vieira dos Santos, Michel Melo Silva
:
Portal to Other Dimensions: use of Computer Vision to create art work from day life images. 75-82 - Ivânia Maria Lucinda De Donato
, Juliana Do Nascimento Lunz
, Fernanda Davi Marques
, Bráulio Soares Archanjo, Francisco José Pereira Lopes
, Gilson Antonio Giraldi
:
Deep Learning-Based Segmentation of Nanomaterial Images Acquired via Scanning Electron Microscopy. 83-90 - Edmilson Sanches
, Fábio Augusto, Pauline Silveira, Bernardo Feijó Junqueira, Dimas A. M. Lemes, José Picolo, Guilherme Ribeiro Sales, Valentino Corso, Cides S. Bezerra
:
Artificial Intelligence for Gas Leak Detection with Thermal Cameras and Metal Oxide Semiconductor Sensors. 91-98 - Antonio Vinicius de Moura Rodrigues
, Roberta Barbosa Oliveira:
Segmentation of Skin Lesions and their Attributes in Dermatoscopic Images Based on Convolutional Neural Networks. 99-106 - Pedro Henrique Neves da Silva
, Rodrigo Gonçalves Mateus
, Diego André Sant'Ana, Sebastião Lucas Neves de Melo, Hemerson Pistori
:
Sheep Behavioral Analysis with Optical Flow. 107-113 - Joyce Katiuccia Medeiros Ramos Carvalho, Pedro Henrique Neves da Silva
, Sandra Adriana Uhry, Gustavo Da Silva Andrade
, Gisele Braziliano de Andrade, Hemerson Pistori
, Newton Loebens
:
Bulldogs Nose Detection using Deep Learning. 114-120 - Ariane Paula Barros
, Elizângela Jussara dos Santos, Fernanda Kristen da Silva Pedro
, Dimas Augusto Mendes Lemes
, José Picolo, Guilherme Ribeiro Sales, Valentino Corso
, Cides Semprebom Bezerra:
Fusion of Satellite and Drone Images for Identifying Water Bodies. 121-127 - Eduardo David Campopiano
, Iago Fonseca Marinho Pereira
, Thomas William, Douglas Henrique Siqueira Abreu
, Guilherme Ribeiro Sales, Valentino Corso, Cides S. Bezerra:
Classification of Cells Infected by Malaria with Vision Transformers Models. 128-135 - Renato De Avila Lopes
, Marcus Vinicius Leal de Carvalho
, Edson C. Kitani, Francisco De Assis Zampirolli
, Leopoldo Rideki Yoshioka, Luiz Antonio Celiberto Junior, Ugo Ibusuki:
Deep Learning-Based Instance Segmentation for Enhanced Navigation of Agricultural Vehicles. 136-142 - Lorrainy Rembiski Delfino
, Marina Cunha Galvão de França, Jaquelini Kumm, Marcus Ventura, Gabriel Flausino de Souza, Allan Lorenzoni Canal, Yargo Alves Sampaio, Fabiana Zambroni Neves:
Safer Stack: Safe Dump of Off-Highways Trucks in Slope Crest Windrows. 143-150 - Iago Magalhães De Mesquita, Larissa Ferreira Rodrigues Moreira
, Rhuan Silva Nunes
, Iális Cavalcante de Paula Júnior
:
A Novel Brazilian Dataset for Automatic Detection of Psyllid Attacksin Guava. 151-157 - Dayllon Vinícius Xavier Lemos, Humberto J. Longo
, Márcia Rodrigues Cappelle Santana
, Mariana Dourado Ximenes de Sena Santos
, Sanderson Oliveira de Macedo
, Ronaldo Martins da Costa
:
YOLO and CNN for Cat Detection and Recognition. 158-165 - Fábio Leandro Vizzotto, Marcos D'Addio de Moura, Vinicius Carbonezi De Souza
, Cides Semprebom Bezerra, Guilherme Ribeiro Sales, Valentino Corso, Luiz Eduardo Pita Mercês Almeida
, Douglas Henrique Siqueira Abreu
:
Case Study of Deep Learning Methods for Depth Estimation in Indoor Ground Robotics. 166-172 - Gleidson Vinicius Gomes Barbosa, Leonardo Gabriel Ferreira Rodrigues, Larissa F. Rodrigues Moreira
, André Ricardo Backes:
Federated Learning in Breast Cancer Diagnosis. 173-179 - Leonardo Gabriel Ferreira Rodrigues, Gleidson Vinicius Gomes Barbosa, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira
, André Ricardo Backes:
Medical Image Classification with Privacy: Centralized and Federated Learning Comparison. 180-187 - Wesley Augusto Catuzzo de Bona
, Jefferson Tales Oliva
, Luiz Fernando Puttow Southier
, Fábio Favarim, Marcelo Teixeira
, Dalcimar Casanova
:
Construction of Rolled Digital for Newborns Using Image Registration. 188-195 - Juliana Quintiliano de Oliveira Ferreira
, Lucas Silva
, Thiago L. Gomes
, Michel Melo Silva
:
Digital Fencing for Farms: Enhancing Object Detection through Multi-Dataset Integration. 196-203 - Gabriel Sávio de Lima Mota, Matheus Vieira da Silva, João Fernando Mari, André Ricardo Backes:
Identifying Malignant Skin Diseases Through Deep Learning. 204-211 - Rene Ernesto García Rivas
, Renata Dos Santos Melo
, Saide Manuel Saide, André Ricardo Backes, Henrique Coelho Fernandes
:
Rust Detection in Coffee Leaves Using Otsu's Method and Mathematical Morphology. 212-219 - Juan Carlos Conceiçao de Lima Sales
, Mário de Araújo Carvalho, José Marcato Junior, Wesley Nunes Gonçalves:
Castor Beans Identification in Sugarcane Plantations Using Active Learning. 220-226 - Juliano Tiago Rinaldi
, Dalcimar Casanova
, Larissa Macedo dos Santos Tonial
, Marcelo Teixeira
, Heitor Silvério Lopes
:
New Approach for Soil Carbon and Nitrogen Assessment through Image Analysis: A Case Study with Oxisols and Inceptisols. 227-235 - Felipe Pires Saraiva
, Gustavo Teodoro Laureano
, Thiago Henrique De Oliveira:
Mini-map Alignment Approach using Landmark Observation Information Intrinsic to the Feature-based Visual SLAM Pipeline. 236-242 - Gustavo Vasconcelos, André Roberto Ortoncelli, Fabiana Martins Costa, Marlon Marcon
:
Deep Semantic Segmentation Applied to Honey Bee Comb Cells. 243-249 - Luiz Augusto Vieira Manoel, Moacir Antonelli Ponti:
Leveraging Optimal Methods for Diverse Skin Types Classification in Images for Reduced Bias. 250-256 - João Flávio Martins Pereira, João Fernando Mari, Leandro Henrique Furtado Pinto Silva
:
Exploiting Data Augmentation Strategies to Improve the Classification of Spinal Disorders in X-Ray Images. 257-264 - Bianca Panacho Ferreira
, Pedro Henrique Campos Moreira
, Leandro Henrique Furtado Pinto Silva
, João Fernando Mari:
Evaluating Deep Learning Models for Effective Weed Classification in Agricultural Images. 265-272 - Alisson Moriyasu Pinto
, João Vitor Macedo Romera, Carlos Eduardo Thomaz
:
How Misleading Can The Analysis of Human Eye Movements Be? Experiments on Dominante Eye and Cognitive Visual Perception. 273-279 - Ian Carlos Rocha Lima, André Roberto Ortoncelli, Michele Potrich, Marlon Marcon:
Analyzing Bee Behavior Through Video Tracking Using Computer Vision Techniques. 280-286 - Micheli Nayara de Oliveira Vicente, João Vitor de Andrade Porto, Gabriel Toshio Hirokawa Higa
, Higor Henrique, Picoli Nucci, Asser Botelho Santana, Karla Rejane de Andrade Porto
, Antonia Railda Roel
, Hemerson Pistori:
Aedes aegypti Egg Counting with Neural Networks for Object Detection. 287-293

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