Armando M. Fernandes

15 papers A 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
Classification of Fish Species Using Multispectral Data from a Low-Cost Camera and Machine Learning.
Remote. Sens.
Filipe Monteiro, Vasco Bexiga, Paulo Chaves Ferreira, Joaquim Godinho, David Henriques, Pedro Melo-Pinto, Tiago Nunes, Fernando Piedade, Nelson Pimenta, Luis Sustelo, Armando M. Fernandes
2023 — conf
Stacking Deep Learning Models for Early Detection of Wildfire Smoke Plumes.
EUSIPCO
Gonçalo Falcão, Armando M. Fernandes, Nuno C. Garcia, Helena Aidos, Pedro Tomás
2022 J jnl
Automatic Early Detection of Wildfire Smoke With Visible Light Cameras Using Deep Learning and Visual Explanation.
IEEE Access
Armando M. Fernandes, Andrei B. Utkin, Paulo Chaves Ferreira
2019 A conf
Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks.
ECAI
Armando M. Fernandes, Márcia Baptista, Luís Fernandes, Paulo Chaves Ferreira
2019 J jnl
Grapevine variety identification using "Big Data" collected with miniaturized spectrometer combined with support vector machines and convolutional neural networks.
Comput. Electron. Agric.
Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, Jorge Cunha, José C. Silvestre, Pedro Melo-Pinto
2018 J jnl
Assessment of grapevine variety discrimination using stem hyperspectral data and AdaBoost of random weight neural networks.
Appl. Soft Comput.
Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, José C. Silvestre, Jorge Cunha, Pedro Melo-Pinto
2017 J jnl
Comparison of different approaches for the prediction of sugar content in new vintages of whole Port wine grape berries using hyperspectral imaging.
Comput. Electron. Agric.
Véronique M. Gomes, Armando M. Fernandes, Arlete Faia, Pedro Melo-Pinto
2015 J jnl
Brix, pH and anthocyanin content determination in whole Port wine grape berries by hyperspectral imaging and neural networks.
Comput. Electron. Agric.
Armando M. Fernandes, Camilo A. Franco, Ana Mendes-Ferreira, Arlete Mendes-Faia, Pedro Leal da Costa, Pedro Melo-Pinto
2014 — conf
Determination of sugar content in whole Port Wine grape berries combining hyperspectral imaging with neural networks methodologies.
CIES
Véronique M. Gomes, Armando M. Fernandes, Arlete Faia, Pedro Melo-Pinto
2008 — conf
Detection of a Large Number of Overlapping Ellipses Immersed in Noise.
ISVC (1)
Armando M. Fernandes
2008 — conf
Identification of Oceanic Eddies in Satellite Images.
ISVC (2)
Armando M. Fernandes
2005 J jnl
Design of committee machines for classification of single-wavelength lidar signals applied to early forest fire detection.
Pattern Recognit. Lett.
Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar
2004 J jnl
Development of neural network committee machines for automatic forest fire detection using lidar.
Pattern Recognit.
Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar
2004 J jnl
Neural Network Based Recognition of Smoke Signatures from Lidar Signals.
Neural Process. Lett.
Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar
2004 J jnl
Neural Network Based Recognition of Smoke.
Neural Process. Lett.
Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar