Armando M. Fernandes

According to our database, Armando M. Fernandes authored at least 15 papers between 2004 and 2023.

Collaborative distances:

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

2023

Classification of Fish Species Using Multispectral Data from a Low-Cost Camera and Machine Learning.

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

Remote. Sens., August, 2023

Stacking Deep Learning Models for Early Detection of Wildfire Smoke Plumes.

Gonçalo Falcão, Armando M. Fernandes, Nuno C. Garcia, Helena Aidos, Pedro Tomás

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Automatic Early Detection of Wildfire Smoke With Visible Light Cameras Using Deep Learning and Visual Explanation.

Armando M. Fernandes, Andrei B. Utkin, Paulo Chaves Ferreira

IEEE Access, 2022

2019

Grapevine variety identification using "Big Data" collected with miniaturized spectrometer combined with support vector machines and convolutional neural networks.

Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, Jorge Cunha, José C. Silvestre, Pedro Melo-Pinto

Comput. Electron. Agric., 2019

Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks.

Armando M. Fernandes, Márcia Baptista, Luís Fernandes, Paulo Chaves Ferreira

Proceedings of the 11th International Conference on Electronics, 2019

2018

Assessment of grapevine variety discrimination using stem hyperspectral data and AdaBoost of random weight neural networks.

Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, José C. Silvestre, Jorge Cunha, Pedro Melo-Pinto

Appl. Soft Comput., 2018

2017

Comparison of different approaches for the prediction of sugar content in new vintages of whole Port wine grape berries using hyperspectral imaging.

Véronique M. Gomes, Armando M. Fernandes, Arlete Faia, Pedro Melo-Pinto

Comput. Electron. Agric., 2017

2015

Brix, pH and anthocyanin content determination in whole Port wine grape berries by hyperspectral imaging and neural networks.

Armando M. Fernandes, Camilo A. Franco, Ana Mendes-Ferreira, Arlete Mendes-Faia, Pedro Leal da Costa, Pedro Melo-Pinto

Comput. Electron. Agric., 2015

2014

Determination of sugar content in whole Port Wine grape berries combining hyperspectral imaging with neural networks methodologies.

Véronique M. Gomes, Armando M. Fernandes, Arlete Faia, Pedro Melo-Pinto

Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014

2008

Identification of Oceanic Eddies in Satellite Images.

Armando M. Fernandes

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Detection of a Large Number of Overlapping Ellipses Immersed in Noise.

Armando M. Fernandes

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

2005

Design of committee machines for classification of single-wavelength lidar signals applied to early forest fire detection.

Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar

Pattern Recognit. Lett., 2005

2004

Development of neural network committee machines for automatic forest fire detection using lidar.

Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar

Pattern Recognit., 2004

Neural Network Based Recognition of Smoke.

Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar

Neural Process. Lett., 2004

Neural Network Based Recognition of Smoke Signatures from Lidar Signals.

Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar

Neural Process. Lett., 2004