António M. R. Sousa

According to our database, António M. R. Sousa authored at least 22 papers between 2012 and 2022.

Collaborative distances:

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

2022

Deep Learning Approach for Terrace Vineyards Detection from Google Earth Satellite Imagery.

Nuno Figueiredo, Alexandre Neto, António Cunha, Joaquim João Moreira de Sousa, António M. R. Sousa

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Acacia dealbata classification from aerial imagery acquired using unmanned aerial vehicles.

Jorge Pinto, António M. R. Sousa, Joaquim João Sousa, Emanuel Peres, Luís Pádua

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

Exploratory approach for automatic detection of vine rows in terrace vineyards.

Nuno Figueiredo, Luís Pádua, António Cunha, Joaquim João Sousa, António M. R. Sousa

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

2021

Terrace Vineyards Detection from UAV Imagery Using Machine Learning: A Preliminary Approach.

Nuno Figueiredo, Luís Pádua, Joaquim João Sousa, António M. R. Sousa

Proceedings of the Progress in Artificial Intelligence, 2021

2020

Monitoring of Chestnut Trees Using Machine Learning Techniques Applied to UAV-Based Multispectral Data.

Luís Pádua, Pedro Marques, Luís M. Martins, António M. R. Sousa, Emanuel Peres, Joaquim João Sousa

Remote. Sens., 2020

Individual Grapevine Analysis in a Multi-Temporal Context Using UAV-Based Multi-Sensor Imagery.

Luís Pádua, Telmo Adão, António M. R. Sousa, Emanuel Peres, Joaquim João Sousa

Remote. Sens., 2020

Effectiveness of Sentinel-2 in Multi-Temporal Post-Fire Monitoring When Compared with UAV Imagery.

Luís Pádua, Nathalie Guimarães, Telmo Adão, António M. R. Sousa, Emanuel Peres, Joaquim João Sousa

ISPRS Int. J. Geo Inf., 2020

Estimation of Leaf Area Index in Chestnut Trees using Multispectral Data from an Unmanned Aerial Vehicle.

Luís Pádua, Pedro Marques, Luís M. Martins, António M. R. Sousa, Emanuel Peres, Joaquim João Sousa

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

UAV-Based Automatic Detection and Monitoring of Chestnut Trees.

Pedro Marques, Luís Pádua, Telmo Adão, Jonás Hruska, Emanuel Peres, António M. R. Sousa, Joaquim João Sousa

Remote. Sens., 2019

Classification of an Agrosilvopastoral System Using RGB Imagery from an Unmanned Aerial Vehicle.

Luís Pádua, Nathalie Guimarães, Telmo Adão, Pedro Marques, Emanuel Peres, António M. R. Sousa, Joaquim João Sousa

Proceedings of the Progress in Artificial Intelligence, 2019

Grapevine Varieties Classification Using Machine Learning.

Pedro Marques, Luís Pádua, Telmo Adão, Jonás Hruska, José Sousa, Emanuel Peres, Joaquim João Sousa, Raul Morais, António M. R. Sousa

Proceedings of the Progress in Artificial Intelligence, 2019

Digital Ampelographer: A CNN Based Preliminary Approach.

Telmo Adão, Tatiana M. Pinho, António Ferreira, António M. R. Sousa, Luís Pádua, José Sousa, Joaquim João Sousa, Emanuel Peres, Raul Morais

Proceedings of the Progress in Artificial Intelligence, 2019

2018

Multi-Temporal Analysis of Forestry and Coastal Environments Using UASs.

Luís Pádua, Jonás Hruska, José Bessa, Telmo Adão, Luís M. Martins, José Alberto Gonçalves, Emanuel Peres, António M. R. Sousa, João Paulo Castro, Joaquim João Sousa

Remote. Sens., 2018

Deep Learning-Based Methodological Approach for Vineyard Early Disease Detection Using Hyperspectral Data.

Jonás Hruska, Telmo Adão, Luís Pádua, Pedro Marques, Emanuel Peres, António M. R. Sousa, Raul Morais, Joaquim João Sousa

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

UAS-based imagery and photogrammetric processing for tree height and crown diameter extraction.

Luís Pádua, Pedro Marques, Telmo Adão, Jonás Hruska, Emanuel Peres, Raul Morais, António M. R. Sousa, Joaquim João Sousa

Proceedings of the International Conference on Geoinformatics and Data Analysis, 2018

UAS-based photogrammetry of cultural heritage sites: a case study addressing Chapel of Espírito Santo and photogrammetric software comparison.

Luís Pádua, Telmo Adão, Jonás Hruska, Pedro Marques, António M. R. Sousa, Raul Morais, José Martinho Lourenço, Joaquim João Sousa, Emanuel Peres

Proceedings of the International Conference on Geoinformatics and Data Analysis, 2018

Machine learning classification methods in hyperspectral data processing for agricultural applications.

Jonás Hruska, Telmo Adão, Luís Pádua, Pedro Marques, António Cunha, Emanuel Peres, António M. R. Sousa, Raul Morais, Joaquim João Sousa

Proceedings of the International Conference on Geoinformatics and Data Analysis, 2018

2017

Very high resolution aerial data to support multi-temporal precision agriculture information management.

Luís Pádua, Telmo Adão, Jonás Hruska, Joaquim João Sousa, Emanuel Peres, Raul Morais, António M. R. Sousa

Proceedings of the CENTERIS 2017 - International Conference on ENTERprise Information Systems / ProjMAN 2017 - International Conference on Project MANagement / HCist 2017, 2017

2015

Open-Source Indoor Navigation System Adapted to Users with Motor Disabilities.

Celso Pereira, António M. R. Sousa, Vítor Filipe

Proceedings of the 6th International Conference on Software Development for Enhancing Accessibility and Fighting Info-exclusion, 2015

2014

Traffic Sign Recognition for Autonomous Driving Robot.

Tiago Moura, António Valente, António M. R. Sousa, Vítor Filipe

Proceedings of the 2014 IEEE International Conference on Autonomous Robot Systems and Competitions, 2014

2013

The viStaMPS tool for visualization and manipulation of time series interferometric results.

Joaquim João Sousa, Luís G. Magalhães, Antonio M. Ruiz, António M. R. Sousa, Gil Cardoso

Comput. Geosci., 2013

2012

Blind Navigation Support System based on Microsoft Kinect.

Vítor Filipe, Filipe Fernandes, Hugo Fernandes, António M. R. Sousa, Hugo Paredes, João Barroso

Proceedings of the 4th International Conference on Software Development for Enhancing Accessibility and Fighting Info-exclusion, 2012