Journal: RITA

Volume 32, Issue 1

11 -- 17Vanessa 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
18 -- 25Pedro 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
26 -- 32Ana Claudia Souza Vidal de Negreiros, Gilson Giraldi, Heron Werner. Application of Denoising Diffusion Probabilistic Methods in Fetal MRI
33 -- 39João Vítor Souto de Lima, Rafael Marinho e Silva, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira. Preprocessing and Optimizer impact on Image-Based Autoimmune Disease Diagnosis
40 -- 46Iago Garcia Vargas, Henrique C. Fernandes. Composite Material Defect Segmentation Using Deep Learning Models and Infrared Thermography
47 -- 53Gabriel Santos De Souza, Camila Corrêa Vargas, Jean Carlo Hamerski. Automatic Detection and Counting of Tuta Absoluta Insect in Trap Images
54 -- 60Victor Forattini Jansen, Emanuel Teixeira Martins, Yasmin Souza Lima, Flávio Oliveira Silva 0001, Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira. Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning
61 -- 66Vinícius 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
67 -- 74Luísa Ferreira, Michel Melo Silva. Automatic Identification of Relevant Moments in Security Force Videos Using Multimodal Analysis
75 -- 82Luísa 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
83 -- 90Ivânia 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
91 -- 98Edmilson 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
99 -- 106Antonio Vinicius de Moura Rodrigues, Roberta Barbosa Oliveira. Segmentation of Skin Lesions and their Attributes in Dermatoscopic Images Based on Convolutional Neural Networks
107 -- 113Pedro Henrique Neves da Silva, Rodrigo Gonçalves Mateus, Diego André Sant'Ana, Sebastião Lucas Neves de Melo, Hemerson Pistori. Sheep Behavioral Analysis with Optical Flow
114 -- 120Joyce 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
121 -- 127Ariane 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
128 -- 135Eduardo 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
136 -- 142Renato 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
143 -- 150Lorrainy 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
151 -- 157Iago 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
158 -- 165Dayllon 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
166 -- 172Fábio 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
173 -- 179Gleidson Vinicius Gomes Barbosa, Leonardo Gabriel Ferreira Rodrigues, Larissa F. Rodrigues Moreira, André Ricardo Backes. Federated Learning in Breast Cancer Diagnosis
180 -- 187Leonardo 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
188 -- 195Wesley 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
196 -- 203Juliana Quintiliano de Oliveira Ferreira, Lucas Silva, Thiago L. Gomes, Michel Melo Silva. Digital Fencing for Farms: Enhancing Object Detection through Multi-Dataset Integration
204 -- 211Gabriel Sávio de Lima Mota, Matheus Vieira da Silva, João Fernando Mari, André Ricardo Backes. Identifying Malignant Skin Diseases Through Deep Learning
212 -- 219Rene 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
220 -- 226Juan Carlos Conceiçao de Lima Sales, Mário de Araújo Carvalho, José Marcato Junior, Wesley Nunes Gonçalves. Castor Beans Identification in Sugarcane Plantations Using Active Learning
227 -- 235Juliano 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
236 -- 242Felipe 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
243 -- 249Gustavo Vasconcelos, André Roberto Ortoncelli, Fabiana Martins Costa, Marlon Marcon. Deep Semantic Segmentation Applied to Honey Bee Comb Cells
250 -- 256Luiz Augusto Vieira Manoel, Moacir Antonelli Ponti. Leveraging Optimal Methods for Diverse Skin Types Classification in Images for Reduced Bias
257 -- 264João 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
265 -- 272Bianca 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
273 -- 279Alisson 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
280 -- 286Ian Carlos Rocha Lima, André Roberto Ortoncelli, Michele Potrich, Marlon Marcon. Analyzing Bee Behavior Through Video Tracking Using Computer Vision Techniques
287 -- 293Micheli 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