Jefferson R. Souza

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 29

Top Topics

Breast Cancer Detection

Autonomous Vehicle Navigation

Top Venues

Publications

Alexandre C. Vilarinho Filho, Leandro N. Couto, Jefferson R. Souza
Neural Networks for Classification of Immunofixation Electrophoresis Tests. ISNN (2024)
Fellipe A. Prates, Jefferson R. Souza, Marcelo P. Silva
Classification of Coffee Leaves Using Smartphone Images and Convolutional Neural Networks. ISNN (2024)
Clênio E. Silva, Tiago S. César, Iago Pachêco Gomes, Júnior A. R. Silva, Denis F. Wolf, Raulcézar Alves, Jefferson R. Souza
Scheduling System for Multiple Self-driving Cars Using K-Means and Bio-inspired Optimization Algorithms. SN Comput. Sci. 4 (5) (2023)
Clênio E. Silva, Tiago S. César, Iago Pachêco Gomes, Júnior A. R. Silva, Denis F. Wolf, Raulcézar Alves, Jefferson R. Souza
Route Scheduling System for Multiple Self-driving Cars Using K-means and Bio-inspired Algorithms. EANN (2022)
Adriano A. M. de Resende, Pedro H. A. D. de Melo, Jefferson R. Souza, Renan G. Cattelan, Rodrigo Sanches Miani
Traffic Classification of Home Network Devices using Supervised Learning. ICAART (3) (2022)
Luiz F. S. Coletta, Douglas C. de Almeida, Jefferson R. Souza, Rodrigo Lilla Manzione
Novelty detection in UAV images to identify emerging threats in eucalyptus crops. Comput. Electron. Agric. 196 (2022)
Caroline Barcelos Gonçalves, Jefferson R. Souza, Henrique C. Fernandes
CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared images. CBMS (2022)
Raúl Alves, Clênio E. Silva, Jefferson R. Souza
Online Route Scheduling for a Team of Service Robots with MOEAs and mTSP Model. EANN (2022)
Caroline Barcelos Gonçalves, Jefferson R. Souza, Henrique C. Fernandes
CNN architecture optimization using bio-inspired algorithms for breast cancer detection in infrared images. Comput. Biol. Medicine 142 (2022)
Caroline B. Gonçalves, Jefferson R. Souza, Henrique C. Fernandes
Classification of static infrared images using pre-trained CNN for breast cancer detection. CBMS (2021)
Bruno Brandoli, André R. de Geus, Jefferson R. Souza, Gabriel Spadon, Amílcar Soares Júnior, José F. Rodrigues Jr., Jerzy Komorowski, Stan Matwin
Aircraft Fuselage Corrosion Detection Using Artificial Intelligence. Sensors 21 (12) (2021)
Fernando H. Oliveira Duarte, Levi Welington de Resende Filho, Héctor Azpúrua, André Almeida Santos, Jefferson R. Souza, Gustavo Pessin, Rosa Elvira Correa Pabon
Contaminated Soil Detection: A Proposal Using Machine Learning and Hyperspectral Imaging. EANN (2021)
Jefferson R. Souza, Teresa Bernarda Ludermir
Metodos de Agrupamentos em dois Estagios. CoRR (2021)
Amanda Spolti, Vitor Campanholo Guizilini, Caio C. T. Mendes, Matheus D. Croce, André R. de Geus, Henrique Candido de Oliveira, André R. Backes, Jefferson R. Souza
Application of U-Net and Auto-Encoder to the Road/Non-road Classification of Aerial Imagery in Urban Environments. VISIGRAPP (4: VISAPP) (2020)
André R. de Geus, Sérgio F. da Silva, Alexandre B. Gontijo, Flávio O. Silva, Marcos Aurélio Batista, Jefferson R. Souza
An analysis of timber sections and deep learning for wood species classification. Multim. Tools Appl. 79 (45-46) (2020)
André R. de Geus, André R. Backes, Jefferson R. Souza
Variability Evaluation of CNNs using Cross-validation on Viruses Images. VISIGRAPP (4: VISAPP) (2020)
William H. S. Antônio, Matheus Da Silva, Rodrigo Sanches Miani, Jefferson R. Souza
A Proposal of an Animal Detection System Using Machine Learning. Appl. Artif. Intell. 33 (13) (2019)
Alexandre J. Oliveira, Gleice A. de Assis, Vitor Guizilini, Elaine R. Faria, Jefferson R. Souza
Segmenting and Detecting Nematode in Coffee Crops Using Aerial Images. ICVS (2019)
Alexandre J. Oliveira, Gleice A. de Assis, Elaine R. Faria, Jefferson R. Souza, Kelen Cristiane Teixeira Vivaldini, Vitor Guizilini, Fabio Ramos, Caio César Teodoro Mendes, Denis F. Wolf
Analysis of nematodes in coffee crops at different altitudes using aerial images. EUSIPCO (2019)
Lucas P. N. Matias, Marc Sons, Jefferson R. Souza, Denis F. Wolf, Christoph Stiller
VeIGAN: Vectorial Inpainting Generative Adversarial Network for Depth Maps Object Removal. IV (2019)
Lucas P. N. Matias, Jefferson R. Souza, Denis F. Wolf
Environment reconstruction on depth images using Generative Adversarial Networks. CoRR (2019)
Kelen Cristiane Teixeira Vivaldini, Thiago H. Martinelli, Vitor Campanholo Guizilini, Jefferson R. Souza, Matheus Della Croce Oliveira, Fabio T. Ramos, Denis F. Wolf
UAV route planning for active disease classification. Auton. Robots 43 (5) (2019)
Gabriel Vasconcelos, Rodrigo Sanches Miani, Vitor Guizlini, Jefferson R. Souza
Evaluation of DoS attacks on Commercial Wi-Fi-Based UAVs. Int. J. Commun. Networks Inf. Secur. 11 (1) (2019)
Raulcézar Alves, Brian Admas Linhares, Jefferson R. Souza
Autonomous Shopping Cart: A New Concept of Service Robot for Assisting Customers. LARS/SBR/WRE (2018)
Henrique Candido de Oliveira, Vitor Campanholo Guizilini, Israel P. Nunes, Jefferson R. Souza
Failure Detection in Row Crops From UAV Images Using Morphological Operators. IEEE Geosci. Remote. Sens. Lett. 15 (7) (2018)
Gabriel L. A. Carrijo, Danilo E. Oliveira, Gleice A. de Assis, Murillo G. Carneiro, Vitor Campanholo Guizilini, Jefferson R. Souza
Automatic detection of fruits in coffee crops from aerial images. LARS/SBR (2017)
Gabriel Vasconcelos, Gabriel L. A. Carrijo, Rodrigo Sanches Miani, Jefferson R. Souza, Vitor Guizilini
The Impact of DoS Attacks on the AR.Drone 2.0. LARS/SBR (2016)
Lucas P. N. Matias, Tiago C. dos Santos, Denis F. Wolf, Jefferson R. Souza
Path Planning and Autonomous Navigation using AMCL and AD. LARS/SBR (2015)
Jefferson R. Souza, Caio César Teodoro Mendes, Vitor Campanholo Guizilini, Kelen Cristiane Teixeira Vivaldini, Adimara Colturato, Fabio Tozeto Ramos, Denis Fernando Wolf
Automatic detection of Ceratocystis wilt in Eucalyptus crops from aerial images. ICRA (2015)
Leandro C. Fernandes, Jefferson R. Souza, Gustavo Pessin, Patrick Yuri Shinzato, Daniel O. Sales, Caio César Teodoro Mendes, Marcos Prado, Rafael Luiz Klaser, André Chaves Magalhães, Alberto Yukinobu Hata, Daniel F. Pigatto, Kalinka Regina Lucas Jaquie Castelo Branco, Valdir Grassi Jr., Fernando Santos Osório, Denis F. Wolf
CaRINA Intelligent Robotic Car: Architectural design and applications. J. Syst. Archit. 60 (4) (2014)
Gustavo Pessin, Jefferson R. Souza, Fernando Santos Osório, Bruno S. Faiçal, Geraldo P. R. Filho, Jó Ueyama, Patrícia A. Vargas, Denis Fernando Wolf
Investigation on the evolution of a robotic controller for autonomous vehicle navigation. J. Intell. Fuzzy Syst. 27 (6) (2014)
Jefferson R. Souza, Román Marchant, Lionel Ott, Denis Fernando Wolf, Fabio Ramos
Bayesian optimisation for active perception and smooth navigation. ICRA (2014)
Jefferson R. Souza, Gustavo Pessin, Patrick Yuri Shinzato, Fernando Santos Osório, Denis F. Wolf
Vision-based waypoint following using templates and artificial neural networks. Neurocomputing 107 (2013)
Gustavo Pessin, Fernando Santos Osório, Jefferson R. Souza, Jó Ueyama, Fausto G. Costa, Denis F. Wolf, Desislava C. Dimitrova, Torsten Braun, Patrícia Amâncio Vargas
Investigation on the Evolution of an Indoor robotic Localization System Based on Wireless Networks. Appl. Artif. Intell. 27 (8) (2013)
Gustavo Pessin, Fernando Santos Osório, Jefferson R. Souza, Fausto G. Costa, Jó Ueyama, Denis F. Wolf, Torsten Braun, Patrícia A. Vargas
Evolving an Indoor Robotic Localization System Based on Wireless Networks. EANN (2012)
Jefferson R. Souza, Gustavo Pessin, Gustavo B. Eboli, Caio César Teodoro Mendes, Fernando Santos Osório, Denis F. Wolf
Vision and GPS-based autonomous vehicle navigation using templates and artificial neural networks. SAC (2012)
Jefferson R. Souza, Gustavo Pessin, Fernando Santos Osório, Denis F. Wolf
Vision-Based Autonomous Navigation Using Supervised Learning Techniques. EANN/AIAI (1) (2011)
Jefferson R. Souza, Daniel O. Sales, Patrick Yuri Shinzato, Fernando Santos Osório, Denis F. Wolf
Template-based autonomous navigation in urban environments. SAC (2011)
Gustavo Pessin, Fernando Santos Osório, Jo Ueyama, Jefferson R. Souza, Denis F. Wolf, Torsten Braun, Patrícia Amâncio Vargas
Evaluating the impact of the number of access points in mobile robots localization using artificial neural networks. COMSWARE (2011)
Jefferson R. Souza, Teresa Bernarda Ludermir, Leandro M. Almeida
A Two Stage Clustering Method Combining Self-Organizing Maps and Ant K-Means. ICANN (1) (2009)