Jefferson S. Almeida

According to our database, Jefferson S. Almeida authored at least 18 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

EdgeFireSmoke++: A novel lightweight algorithm for real-time forest fire detection and visualization using internet of things-human machine interface.

Jefferson S. Almeida, Senthil Kumar Jagatheesaperumal, Fabricio Gonzalez Nogueira, Victor Hugo C. de Albuquerque

Expert Syst. Appl., July, 2023

2022

Intelligent 3D Objects Classification for Vehicular Ad Hoc Network Based on Lidar and Deep Learning Approaches.

Pedro Henrique Feijo de Sousa, Jefferson Silva Almeida, Elene Firmeza Ohata, Fabricio Gonzalez Nogueira, Bismark Claure Torrico, Victor Hugo C. de Albuquerque, Mohammad Mehedi Hassan, Neeraj Kumar, Md. Rafiul Hassan, Pedro Pedrosa Rebouças Filho

IEEE Trans. Intell. Transp. Syst., 2022

EdgeFireSmoke: A Novel Lightweight CNN Model for Real-Time Video Fire-Smoke Detection.

Jefferson Silva Almeida, Chenxi Huang, Fabricio Gonzalez Nogueira, Surbhi Bhatia, Victor Hugo C. de Albuquerque

IEEE Trans. Ind. Informatics, 2022

2020

An effective approach to unmanned aerial vehicle navigation using visual topological map in outdoor and indoor environments.

Tao Han, Jefferson S. Almeida, Suane Pires P. da Silva, Paulo Honório Filho, Antonio Wendell De Oliveira Rodrigues, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho

Comput. Commun., 2020

An Optimized Approach to Huntington's Disease Detecting via Audio Signals Processing with Dimensionality Reduction.

Matheus T. Guimarães, Aldísio Gonçalves Medeiros, Jefferson S. Almeida, Marcos Falcão y Martin, Robertas Damasevicius, Rytis Maskeliunas, César Lincoln Cavalcante Mattos, Pedro Pedrosa Rebouças Filho

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Intelligent Industrial IoT system for detection of short-circuit failure in windings of wind turbines.

Marcos A. Araujo Ferreira, Luís Fabrício de F. Souza, Francisco Hércules dos S. Silva, Elene Firmeza Ohata, Jefferson Silva Almeida, Pedro Pedrosa Rebouças Filho

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

An Innovative Approach of Textile Fabrics Identification from Mobile Images using Computer Vision based on Deep Transfer Learning.

Antônio Carlos da Silva Barros, Elene F. Ohata, Suane Pires P. da Silva, Jefferson Silva Almeida, Pedro Pedrosa Rebouças Filho

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A New Strategy for the Detection of Diabetic Retinopathy using a Smartphone App and Machine Learning Methods Embedded on Cloud Computer.

Shara Shami Araújo Alves, Alexis Galeno Matos, Jefferson Silva Almeida, Cilis Aragao Benevides, Caio Cesar Henrique Cunha, Rhuan Victor Crescencio Santiago, Renato Francisco Pereira, Pedro Pedrosa Rebouças Filho

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

Detecting Parkinson's disease with sustained phonation and speech signals using machine learning techniques.

Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho, Tiago Carneiro, Wei Wei, Robertas Damasevicius, Rytis Maskeliunas, Victor Hugo C. de Albuquerque

Pattern Recognit. Lett., 2019

A new effective and powerful medical image segmentation algorithm based on optimum path snakes.

Pedro Pedrosa Rebouças Filho, Antônio Carlos da Silva Barros, Jefferson S. Almeida, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque

Appl. Soft Comput., 2019

A New Approach to Navigation of Unmanned Aerial Vehicle using Deep Transfer Learning.

Suane Pires Pinheiro da Silva, Paulo Honório Filho, Leandro Bezerra Marinho, Jefferson S. Almeida, Navar Medeiros M. e Nascimento, Antonio Wendell De Oliveira Rodrigues, Pedro Pedrosa Rebouças Filho

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

A New Approach to Diagnose Parkinson's Disease Using a Structural Cooccurrence Matrix for a Similarity Analysis.

João Wellington M. Souza, Shara Shami A. Alves, Elizângela de S. Rebouças, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho

Comput. Intell. Neurosci., 2018

A novel mobile robot localization approach based on classification with rejection option using computer vision.

Leandro Bezerra Marinho, Pedro Pedrosa Rebouças Filho, Jefferson S. Almeida, João Wellington M. Souza, Amauri Holanda de Souza Júnior, Victor Hugo C. de Albuquerque

Comput. Electr. Eng., 2018

Localization of Mobile Robots with Topological Maps and Classification with Reject Option using Convolutional Neural Networks in Omnidirectional Images.

Suane Pires P. da Silva, Raul Victor Medeiros da Nóbrega, Aldísio Gonçalves Medeiros, Leandro Bezerra Marinho, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Robot Localization Using Classification with Reject Option from Structural Co-occurrence Matrix in Omnidirectional Images.

Suane Pires Pinheiro da Silva, Leandro Bezerra Marinho, Jefferson Silva Almeida, Pedro Pedrosa Rebouças Filho

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

A novel mobile robot localization approach based on topological maps using classification with reject option in omnidirectional images.

Leandro Bezerra Marinho, Jefferson S. Almeida, João Wellington M. Souza, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho

Expert Syst. Appl., 2017

A New Approach for the Diagnosis of Parkinson's Disease Using a Similarity Feature Extractor.

João Wellington M. Souza, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho

Proceedings of the Intelligent Systems Design and Applications, 2017

A Novel Approach for Mobile Robot Localization in Topological Maps Using Classification with Reject Option from Structural Co-occurrence Matrix.

Suane Pires P. da Silva, Leandro Bezerra Marinho, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho

Proceedings of the Computer Analysis of Images and Patterns, 2017