Armando M. Fernandes

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 7

Top Topics

Early Detection

Top Venues

Comput. Electron. Agric.

Appl. Soft Comput.

Publications

Gonçalo Falcão, Armando M. Fernandes, Nuno C. Garcia, Helena Aidos, Pedro Tomás
Stacking Deep Learning Models for Early Detection of Wildfire Smoke Plumes. EUSIPCO (2023)
Filipe Monteiro, Vasco Bexiga, Paulo Chaves, Joaquim Godinho, David Henriques, Pedro Melo-Pinto, Tiago Nunes, Fernando Piedade, Nelson Pimenta, Luis Sustelo, Armando M. Fernandes
Classification of Fish Species Using Multispectral Data from a Low-Cost Camera and Machine Learning. Remote. Sens. 15 (16) (2023)
Armando M. Fernandes, Andrei B. Utkin, Paulo Chaves
Automatic Early Detection of Wildfire Smoke With Visible Light Cameras Using Deep Learning and Visual Explanation. IEEE Access 10 (2022)
Armando M. Fernandes, Márcia Baptista, Luís Fernandes, Paulo Chaves
Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks. ECAI (2019)
Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, Jorge Cunha, José C. Silvestre, Pedro Melo-Pinto
Grapevine variety identification using "Big Data" collected with miniaturized spectrometer combined with support vector machines and convolutional neural networks. Comput. Electron. Agric. 163 (2019)
Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, José C. Silvestre, Jorge Cunha, Pedro Melo-Pinto
Assessment of grapevine variety discrimination using stem hyperspectral data and AdaBoost of random weight neural networks. Appl. Soft Comput. 72 (2018)
Véronique M. Gomes, Armando M. Fernandes, Arlete Faia, Pedro Melo-Pinto
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. 140 (2017)
Armando M. Fernandes, Camilo A. Franco, Ana Mendes-Ferreira, Arlete Mendes-Faia, Pedro Leal da Costa, Pedro Melo-Pinto
Brix, pH and anthocyanin content determination in whole Port wine grape berries by hyperspectral imaging and neural networks. Comput. Electron. Agric. 115 (2015)
Véronique M. Gomes, Armando M. Fernandes, Arlete Faia, Pedro Melo-Pinto
Determination of sugar content in whole Port Wine grape berries combining hyperspectral imaging with neural networks methodologies. CIES (2014)
Armando M. Fernandes
Identification of Oceanic Eddies in Satellite Images. ISVC (2) (2008)
Armando M. Fernandes
Detection of a Large Number of Overlapping Ellipses Immersed in Noise. ISVC (1) (2008)
Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar
Design of committee machines for classification of single-wavelength lidar signals applied to early forest fire detection. Pattern Recognit. Lett. 26 (5) (2005)
Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar
Development of neural network committee machines for automatic forest fire detection using lidar. Pattern Recognit. 37 (10) (2004)
Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar
Neural Network Based Recognition of Smoke Signatures from Lidar Signals. Neural Process. Lett. 19 (3) (2004)
Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar
Neural Network Based Recognition of Smoke. Neural Process. Lett. 20 (2) (2004)