Jefferson R. Souza

Pontifical Catholic University of Rio de Janeiro — Brazil

Computer Science · Physical Sciences

18h-index1.9kcitations69works0.32yr avg
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Research Topics

Robotic Path Planning Algorithms(15), Autonomous Vehicle Technology and Safety(12), Robotics and Sensor-Based Localization(11), Smart Agriculture and AI(11), Remote Sensing and LiDAR Applications(6)

Publications69 total

Aplicação do Método Ransac na Estabilização do Referencial da Câmara em Inspeções de Alta Precisão Utilizando o Método Correlação de Imagens Digitais
Revista de Geociências do Nordeste·2025Open Access
Named Entity Extraction in Industrial Diagrams with Computer Vision and MLLMs
2025Open Access
Human detection in UAV imagery using deep learning: a review
Neural Computing and Applications·2025· 2 cited
Hypophysectomy as a last resource for oncologic pain: a feasible option only under the improvement of methodological robustness
Neurosurgical Review·2024
Study of Segmentation Networks in the Detection of Ringspot Virus
Lecture notes in computer science·2024
Neural Networks for Classification of Immunofixation Electrophoresis Tests
Lecture notes in computer science·2024
Classification of Coffee Leaves Using Smartphone Images and Convolutional Neural Networks
Lecture notes in computer science·2024
Scheduling System for Multiple Self-driving Cars Using K-Means and Bio-inspired Optimization Algorithms
SN Computer Science·2023· 3 cited
Editorial: Fruit detection and yield prediction on woody crops using data from unmanned aerial vehicles
Frontiers in Plant Science·2022· 4 citedOpen Access
CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared images
2022· 12 cited
Evaluation of DoS attacks on Commercial Wi-Fi-Based UAVs
International Journal of Communication Networks and Information Security (IJCNIS)·2022· 19 citedOpen Access
Novelty detection in UAV images to identify emerging threats in eucalyptus crops
Computers and Electronics in Agriculture·2022· 11 citedOpen Access
CNN architecture optimization using bio-inspired algorithms for breast cancer detection in infrared images
Computers in Biology and Medicine·2022· 139 cited
Traffic Classification of Home Network Devices using Supervised Learning
Proceedings of the 14th International Conference on Agents and Artificial Intelligence·2022· 3 citedOpen Access
Route Scheduling System for Multiple Self-driving Cars Using K-means and Bio-inspired Algorithms
Communications in computer and information science·2022· 2 cited
Online Route Scheduling for a Team of Service Robots with MOEAs and mTSP Model
Communications in computer and information science·2022· 3 cited
Metodos de Agrupamentos em dois Estagios
arXiv (Cornell University)·2021Open Access
Detecção de Abelhas Nativas em Colmeias em Campo Utilizando Visão Computacional
2021· 2 citedOpen Access
Aircraft Fuselage Corrosion Detection Using Artificial Intelligence
Sensors·2021· 60 citedOpen Access
Curricularização da Extensão nos Cursos de Sistemas de Informação na Universidade Federal de Uberlândia: Um Relato de Experiência
2021· 3 citedOpen Access
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Frequent Co-authors

Denis F. Wolf(18), Fernando Santos Osório(12), Gustavo Pessin(11), Vitor Guizilini(8), Caio César Teodoro Mendes(6), André R. de Geus(6), Henrique Cândido de Oliveira(5), Patrick Y. Shinzato(5), Raulcezar M. F. Alves(5), Patrícia A. Vargas(5), Rodrigo Sanches Miani(4), Fábio Ramos(4), Jó Ueyama(4), Caroline Gonçalves(3), Henrique Fernandes(3), Daniel Oliva Sales(3), Kelen Cristiane Teixeira Vivaldini(3), Gleice Aparecida de Assis(3), Lucas Nunes(3), Denis F. Wolf(3)