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ORCIDJefferson S. Almeida
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Journal Articles
- 2023
[j9]Jefferson S. Almeida
, Senthil Kumar Jagatheesaperumal, Fabricio Gonzalez Nogueira, Victor Hugo C. de Albuquerque:
EdgeFireSmoke++: A novel lightweight algorithm for real-time forest fire detection and visualization using internet of things-human machine interface. Expert Syst. Appl. 221: 119747 (2023)- 2022
- [j8]Jefferson Silva Almeida, Chenxi Huang, Fabricio Gonzalez Nogueira, Surbhi Bhatia, Victor Hugo C. de Albuquerque:
EdgeFireSmoke: A Novel Lightweight CNN Model for Real-Time Video Fire-Smoke Detection. IEEE Trans. Ind. Informatics 18(11): 7889-7898 (2022) - [j7]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:
Intelligent 3D Objects Classification for Vehicular Ad Hoc Network Based on Lidar and Deep Learning Approaches. IEEE Trans. Intell. Transp. Syst. 23(10): 19807-19816 (2022) - 2020
- [j6]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:
An effective approach to unmanned aerial vehicle navigation using visual topological map in outdoor and indoor environments. Comput. Commun. 150: 696-702 (2020) - 2019
- [j5]Pedro Pedrosa Rebouças Filho, Antônio Carlos da Silva Barros, Jefferson S. Almeida, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque:
A new effective and powerful medical image segmentation algorithm based on optimum path snakes. Appl. Soft Comput. 76: 649-670 (2019) - [j4]Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho, Tiago Carneiro, Wei Wei, Robertas Damasevicius, Rytis Maskeliunas, Victor Hugo C. de Albuquerque:
Detecting Parkinson's disease with sustained phonation and speech signals using machine learning techniques. Pattern Recognit. Lett. 125: 55-62 (2019) - 2018
- [j3]Leandro Bezerra Marinho, Pedro Pedrosa Rebouças Filho, Jefferson S. Almeida, João Wellington M. Souza, Amauri Holanda de Souza Júnior, Victor Hugo C. de Albuquerque:
A novel mobile robot localization approach based on classification with rejection option using computer vision. Comput. Electr. Eng. 68: 26-43 (2018) - [j2]João Wellington M. Souza, Shara Shami A. Alves, Elizângela de S. Rebouças, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho:
A New Approach to Diagnose Parkinson's Disease Using a Structural Cooccurrence Matrix for a Similarity Analysis. Comput. Intell. Neurosci. 2018: 7613282:1-7613282:8 (2018) - 2017
- [j1]Leandro Bezerra Marinho, Jefferson S. Almeida, João Wellington M. Souza, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho:
A novel mobile robot localization approach based on topological maps using classification with reject option in omnidirectional images. Expert Syst. Appl. 72: 1-17 (2017)
Conference and Workshop Papers
- 2020
- [c9]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:
A New Strategy for the Detection of Diabetic Retinopathy using a Smartphone App and Machine Learning Methods Embedded on Cloud Computer. CBMS 2020: 542-545 - [c8]Antônio Carlos da Silva Barros, Elene F. Ohata, Suane Pires P. da Silva, Jefferson Silva Almeida, Pedro Pedrosa Rebouças Filho:
An Innovative Approach of Textile Fabrics Identification from Mobile Images using Computer Vision based on Deep Transfer Learning. IJCNN 2020: 1-8 - [c7]Marcos A. Araujo Ferreira, Luís Fabrício de F. Souza, Francisco Hércules dos S. Silva, Elene Firmeza Ohata, Jefferson Silva Almeida, Pedro Pedrosa Rebouças Filho:
Intelligent Industrial IoT system for detection of short-circuit failure in windings of wind turbines. IJCNN 2020: 1-8 - [c6]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:
An Optimized Approach to Huntington's Disease Detecting via Audio Signals Processing with Dimensionality Reduction. IJCNN 2020: 1-8 - 2019
- [c5]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:
A New Approach to Navigation of Unmanned Aerial Vehicle using Deep Transfer Learning. BRACIS 2019: 222-227 - 2018
- [c4]Suane Pires Pinheiro da Silva, Leandro Bezerra Marinho, Jefferson Silva Almeida, Pedro Pedrosa Rebouças Filho:
Robot Localization Using Classification with Reject Option from Structural Co-occurrence Matrix in Omnidirectional Images. BRACIS 2018: 456-461 - [c3]Suane Pires P. da Silva, Raul Victor Medeiros da Nóbrega, Aldísio Gonçalves Medeiros, Leandro Bezerra Marinho, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho:
Localization of Mobile Robots with Topological Maps and Classification with Reject Option using Convolutional Neural Networks in Omnidirectional Images. IJCNN 2018: 1-8 - 2017
- [c2]Suane Pires P. da Silva, Leandro Bezerra Marinho, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho:
A Novel Approach for Mobile Robot Localization in Topological Maps Using Classification with Reject Option from Structural Co-occurrence Matrix. CAIP (1) 2017: 3-15 - [c1]João Wellington M. Souza, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho:
A New Approach for the Diagnosis of Parkinson's Disease Using a Similarity Feature Extractor. ISDA 2017: 21-31
Coauthor Index
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