António M. R. Sousa

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 18

Top Topics

Temporal Context

Machine Learning

Automatic Detection

Top Venues

CENTERIS/ProjMAN/HCist

Publications

Jorge Pinto, António M. R. Sousa, Joaquim João Sousa, Emanuel Peres, Luís Pádua
Acacia dealbata classification from aerial imagery acquired using unmanned aerial vehicles. CENTERIS/ProjMAN/HCist (2022)
Nuno Figueiredo, Luís Pádua, António Cunha, Joaquim João Sousa, António M. R. Sousa
Exploratory approach for automatic detection of vine rows in terrace vineyards. CENTERIS/ProjMAN/HCist (2022)
Nuno Figueiredo, Alexandre Neto, António Cunha, Joaquim J. Sousa, António M. R. Sousa
Deep Learning Approach for Terrace Vineyards Detection from Google Earth Satellite Imagery. IGARSS (2022)
Nuno Figueiredo, Luís Pádua, Joaquim João Sousa, António M. R. Sousa
Terrace Vineyards Detection from UAV Imagery Using Machine Learning: A Preliminary Approach. EPIA (2021)
Luís Pádua, Telmo Adão, António M. R. Sousa, Emanuel Peres, Joaquim João Sousa
Individual Grapevine Analysis in a Multi-Temporal Context Using UAV-Based Multi-Sensor Imagery. Remote. Sens. 12 (1) (2020)
Luís Pádua, Pedro Marques, Luís M. Martins, António M. R. Sousa, Emanuel Peres, Joaquim João Sousa
Estimation of Leaf Area Index in Chestnut Trees using Multispectral Data from an Unmanned Aerial Vehicle. IGARSS (2020)
Luís Pádua, Pedro Marques, Luís M. Martins, António M. R. Sousa, Emanuel Peres, Joaquim João Sousa
Monitoring of Chestnut Trees Using Machine Learning Techniques Applied to UAV-Based Multispectral Data. Remote. Sens. 12 (18) (2020)
Luís Pádua, Nathalie Guimarães, Telmo Adão, António M. R. Sousa, Emanuel Peres, Joaquim João Sousa
Effectiveness of Sentinel-2 in Multi-Temporal Post-Fire Monitoring When Compared with UAV Imagery. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Telmo Adão, Tatiana M. Pinho, António Ferreira, António M. R. Sousa, Luís Pádua, José Sousa, Joaquim João Sousa, Emanuel Peres, Raul Morais
Digital Ampelographer: A CNN Based Preliminary Approach. EPIA (1) (2019)
Luís Pádua, Nathalie Guimarães, Telmo Adão, Pedro Marques, Emanuel Peres, António M. R. Sousa, Joaquim João Sousa
Classification of an Agrosilvopastoral System Using RGB Imagery from an Unmanned Aerial Vehicle. EPIA (1) (2019)
Pedro Marques, Luís Pádua, Telmo Adão, Jonás Hruska, Emanuel Peres, António M. R. Sousa, Joaquim João Sousa
UAV-Based Automatic Detection and Monitoring of Chestnut Trees. Remote. Sens. 11 (7) (2019)
Pedro Marques, Luís Pádua, Telmo Adão, Jonás Hruska, José Sousa, Emanuel Peres, Joaquim João Sousa, Raul Morais, António M. R. Sousa
Grapevine Varieties Classification Using Machine Learning. EPIA (1) (2019)
Luís Pádua, Pedro Marques, Telmo Adão, Jonás Hruska, Emanuel Peres, Raul Morais, António M. R. Sousa, Joaquim João Sousa
UAS-based imagery and photogrammetric processing for tree height and crown diameter extraction. ICGDA (2018)
Luís Pádua, Jonás Hruska, José Bessa, Telmo Adão, Luís M. Martins, José Alberto Gonçalves, Emanuel Peres, António M. R. Sousa, João P. Castro, Joaquim João Sousa
Multi-Temporal Analysis of Forestry and Coastal Environments Using UASs. Remote. Sens. 10 (1) (2018)
Jonás Hruska, Telmo Adão, Luís Pádua, Pedro Marques, António Cunha, Emanuel Peres, António M. R. Sousa, Raul Morais, Joaquim João Sousa
Machine learning classification methods in hyperspectral data processing for agricultural applications. ICGDA (2018)
Jonás Hruska, Telmo Adão, Luís Pádua, Pedro Marques, Emanuel Peres, António M. R. Sousa, Raul Morais, Joaquim João Sousa
Deep Learning-Based Methodological Approach for Vineyard Early Disease Detection Using Hyperspectral Data. IGARSS (2018)
Luís Pádua, Telmo Adão, Jonás Hruska, Pedro Marques, António M. R. Sousa, Raul Morais, José Martinho Lourenço, Joaquim João Sousa, Emanuel Peres
UAS-based photogrammetry of cultural heritage sites: a case study addressing Chapel of Espírito Santo and photogrammetric software comparison. ICGDA (2018)
Luís Pádua, Telmo Adão, Jonás Hruska, Joaquim João Sousa, Emanuel Peres, Raul Morais, António M. R. Sousa
Very high resolution aerial data to support multi-temporal precision agriculture information management. CENTERIS/ProjMAN/HCist (2017)
Celso Pereira, António M. R. Sousa, Vítor Filipe
Open-Source Indoor Navigation System Adapted to Users with Motor Disabilities. DSAI (2015)
Tiago Moura, António Valente, António M. R. Sousa, Vítor Filipe
Traffic Sign Recognition for Autonomous Driving Robot. ICARSC (2014)
Joaquim João Sousa, Luís G. Magalhães, Antonio M. Ruiz, António M. R. Sousa, Gil Cardoso
The viStaMPS tool for visualization and manipulation of time series interferometric results. Comput. Geosci. 52 (2013)
Vítor Filipe, Filipe Fernandes, Hugo Fernandes, António M. R. Sousa, Hugo Paredes, João Barroso
Blind Navigation Support System based on Microsoft Kinect. DSAI (2012)