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Journal Articles
- 2024
[j29]Luís Pádua, Agnieszka Chojka, Raul Morais, Emanuel Peres
, Joaquim João Sousa:
Versatile method for grapevine row detection in challenging vineyard terrains using aerial imagery. Comput. Electron. Agric. 226: 109372 (2024)- [j28]Tomás Simes, Luís Pádua, Alexandra Moutinho:
Wildfire Burnt Area Severity Classification from UAV-Based RGB and Multispectral Imagery. Remote. Sens. 16(1): 30 (2024) - [j27]Pedro Marques, Luís Pádua, Joaquim João Sousa, Anabela Fernandes-Silva:
Advancements in Remote Sensing Imagery Applications for Precision Management in Olive Growing: A Systematic Review. Remote. Sens. 16(8): 1324 (2024) - [j26]Nazaret Crespo, Luís Pádua, João A. Santos, Helder Fraga:
Satellite Remote Sensing Tools for Drought Assessment in Vineyards and Olive Orchards: A Systematic Review. Remote. Sens. 16(11): 2040 (2024) - [j25]Matus Bakon, Ana Cláudia Teixeira, Luís Pádua, Raul Morais, Juraj Papco, Lukas Kubica, Martin Rovnak, Daniele Perissin, Joaquim João Sousa:
Synthetic Aperture Radar in Vineyard Monitoring: Examples, Demonstrations, and Future Perspectives. Remote. Sens. 16(12): 2106 (2024) - [j24]Nathalie Guimarães, Joaquim João Sousa, Pedro Couto, Albino Bento, Luís Pádua:
Combining UAV-Based Multispectral and Thermal Infrared Data with Regression Modeling and SHAP Analysis for Predicting Stomatal Conductance in Almond Orchards. Remote. Sens. 16(13): 2467 (2024) - [j23]Leilson Ferreira, Joaquim João Sousa, José Martinho Lourenço, Emanuel Peres, Raul Morais, Luís Pádua:
Comparative Analysis of TLS and UAV Sensors for Estimation of Grapevine Geometric Parameters. Sensors 24(16): 5183 (2024) - 2023
- [j22]Pedro Marques, Luís Pádua, Joaquim João Sousa, Anabela Fernandes-Silva:
Assessing the Water Status and Leaf Pigment Content of Olive Trees: Evaluating the Potential and Feasibility of Unmanned Aerial Vehicle Multispectral and Thermal Data for Estimation Purposes. Remote. Sens. 15(19): 4777 (2023) - 2022
- [j21]Juan Manuel Jurado, Alfonso López, Luís Pádua, Joaquim João Sousa:
Remote sensing image fusion on 3D scenarios: A review of applications for agriculture and forestry. Int. J. Appl. Earth Obs. Geoinformation 112: 102856 (2022) - [j20]Luís Pádua, Alessandro Matese, Salvatore Filippo Di Gennaro, Raul Morais, Emanuel Peres, Joaquim João Sousa:
Vineyard classification using OBIA on UAV-based RGB and multispectral data: A case study in different wine regions. Comput. Electron. Agric. 196: 106905 (2022) - [j19]Juan Manuel Jurado, Juan-Roberto Jiménez-Pérez, Luís Pádua, Francisco R. Feito, Joaquim João Sousa:
An efficient method for acquisition of spectral BRDFs in real-world scenarios. Comput. Graph. 102: 154-163 (2022) - [j18]David Jurado-Rodríguez, Juan Manuel Jurado, Luís Pádua, Alexandre Neto, Rafael Muñoz-Salinas, Joaquim João Moreira de Sousa:
Semantic segmentation of 3D car parts using UAV-based images. Comput. Graph. 107: 93-103 (2022) - [j17]Luís Pádua, Sara Bernardo, Lia-Tânia Dinis, Carlos Correia, José Moutinho-Pereira, Joaquim João Sousa:
The Efficiency of Foliar Kaolin Spray Assessed through UAV-Based Thermal Infrared Imagery. Remote. Sens. 14(16): 4019 (2022) - [j16]Joaquim João Sousa, Piero Toscano, Alessandro Matese, Salvatore Filippo Di Gennaro, Andrea Berton, Matteo Gatti, Stefano Poni, Luís Pádua, Jonás Hruska, Raul Morais, Emanuel Peres:
UAV-Based Hyperspectral Monitoring Using Push-Broom and Snapshot Sensors: A Multisite Assessment for Precision Viticulture Applications. Sensors 22(17): 6574 (2022) - 2021
- [j15]Juan Manuel Jurado, Luís Pádua, Jonás Hruska, Francisco R. Feito, Joaquim João Sousa:
An Efficient Method for Generating UAV-Based Hyperspectral Mosaics Using Push-Broom Sensors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6515-6531 (2021) - 2020
- [j14]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): 225 (2020) - [j13]Nathalie Guimarães, Luís Pádua, Telmo Adão, Jonás Hruska, Emanuel Peres, Joaquim João Sousa:
VisWebDrone: A Web Application for UAV Photogrammetry Based on Open-Source Software. ISPRS Int. J. Geo Inf. 9(11): 679 (2020) - [j12]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): 139 (2020) - [j11]Nathalie Guimarães, Luís Pádua, Pedro Marques, Nuno Silva, Emanuel Peres, Joaquim João Sousa:
Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities. Remote. Sens. 12(6): 1046 (2020) - [j10]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): 3032 (2020) - [j9]Juan Manuel Jurado, Luís Pádua, Francisco R. Feito, Joaquim João Sousa:
Automatic Grapevine Trunk Detection on UAV-Based Point Cloud. Remote. Sens. 12(18): 3043 (2020) - 2019
- [j8]Raul Morais, Nuno Silva, Jorge Mendes, Telmo Adão, Luís Pádua, Juan Antonio López-Riquelme, Nieves Pavón Pulido, Joaquim João Sousa, Emanuel Peres:
mySense: A comprehensive data management environment to improve precision agriculture practices. Comput. Electron. Agric. 162: 882-894 (2019) - [j7]Telmo Adão, Luís Pádua, Pedro Marques, Joaquim João Sousa, Emanuel Peres, Luís Magalhães:
Procedural Modeling of Buildings Composed of Arbitrarily-Shaped Floor-Plans: Background, Progress, Contributions and Challenges of a Methodology Oriented to Cultural Heritage. Comput. 8(2): 38 (2019) - [j6]Telmo Adão, Luís Pádua, David Narciso, Joaquim João Sousa, Luís Agrellos, Emanuel Peres, Luís Magalhães:
MixAR: A Multi-Tracking Mixed Reality System to Visualize Virtual Ancient Buildings Aligned Upon Ruins. J. Inf. Technol. Res. 12(4): 1-33 (2019) - [j5]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): 855 (2019) - 2018
- [j4]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:
Multi-Temporal Analysis of Forestry and Coastal Environments Using UASs. Remote. Sens. 10(1): 24 (2018) - [j3]Luís Pádua, Pedro Marques, Jonás Hruska, Telmo Adão, Emanuel Peres, Raul Morais, Joaquim João Sousa:
Multi-Temporal Vineyard Monitoring through UAV-Based RGB Imagery. Remote. Sens. 10(12): 1907 (2018) - 2017
- [j2]Telmo Adão, Jonás Hruska, Luís Pádua, José Bessa, Emanuel Peres, Raul Morais, Joaquim João Sousa:
Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry. Remote. Sens. 9(11): 1110 (2017) - 2015
- [j1]Luís Pádua, Telmo Adão, David Narciso, António Cunha, Luís Magalhães, Emanuel Peres:
Towards Modern Cost-effective and Lightweight Augmented Reality Setups. Int. J. Web Portals 7(2): 33-59 (2015)
Conference and Workshop Papers
- 2023
- [c33]Oiliam Stolarski, José Martinho Lourenço, Emanuel Peres, Raul Morais, Joaquim João Sousa, Luís Pádua:
The impact of ground control points for the 3D study of grapevines in steep slope vineyards. CENTERIS/ProjMAN/HCist 2023: 2301-2307 - [c32]Nathalie Guimarães, Luís Pádua, Joaquim João Sousa, Albino Bento, Pedro Couto:
Identification of Aphids Using Machine Learning Classifiers on UAV-Based Multispectral Data. IGARSS 2023: 3462-3465 - 2022
- [c31]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: 139-144 - [c30]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: 626-633 - [c29]Nathalie Guimarães, Luís Pádua, Joaquim João Sousa, Albino Bento, Pedro Couto:
ALMOND ORCHARD MANAGEMENT USING MULTI-TEMPORAL UAV DATA: A PROOF OF CONCEPT. IGARSS 2022: 4376-4379 - [c28]Pedro Marques, Luís Pádua, Anabela Fernandes-Silva, Joaquim João Sousa:
UAV Flight Configuration Impact on the Estimation of Dendrometric Parameters in Olive Trees. IGARSS 2022: 4384-4387 - [c27]Gabriel Antonio Carneiro, Luís Pádua, Emanuel Peres, Raul Morais, Joaquim João Moreira de Sousa, António Cunha:
Grapevine Varieties Identification Using Vision Transformers. IGARSS 2022: 5866-5869 - [c26]Lia Duarte, João Paulo Castro, Joaquim João Sousa, Luís Pádua:
GIS Application to Detect Invasive Species in Aquatic Ecosystems. IGARSS 2022: 6013-6018 - [c25]Gabriel Antonio Carneiro, Luís Pádua, Emanuel Peres, Raul Morais, Joaquim João Moreira de Sousa, António Cunha:
Segmentation as a Preprocessing Tool for Automatic Grapevine Classification. IGARSS 2022: 6053-6056 - 2021
- [c24]Diogo M. Silva, Théo Bernardin, Kévin Fanton, Roshan Nepaul, Luís Pádua, Joaquim João Sousa, António Cunha:
Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning. CENTERIS/ProjMAN/HCist 2021: 125-132 - [c23]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: 16-26 - [c22]Débora Borges, Luís Pádua, Isabel Costa Azevedo, Joelen Silva, Joaquim João Sousa, Isabel Sousa-Pinto, José Alberto Gonçalves:
Classification of an Intertidal Reef by Machine Learning Techniques Using UAV Based RGB and Multispectral Imagery. IGARSS 2021: 64-67 - [c21]João Lourenço, João Teixeira, Paulo Carvalho, Luís Pádua, Telmo Adão, Emanuel Peres, Joaquim João Sousa:
Virtual Environments & Precision Viticulture: A Case Study. IGARSS 2021: 7035-7038 - [c20]Gabriel S. Carneiro, Luís Pádua, Joaquim João Sousa, Emanuel Peres, Raul Morais, António Cunha:
Grapevine Variety Identification Through Grapevine Leaf Images Acquired in Natural Environment. IGARSS 2021: 7055-7058 - [c19]Juan Manuel Jurado, Luís Pádua, Jonás Hruska, Roberto Jiménez, Francisco R. Felto, Joaquim João Sousa:
BRDF Sampling from Hyperspectral Images: A Proof of Concept. IGARSS 2021: 8277-8280 - 2020
- [c18]Telmo Adão, Abel Soares, Luís Pádua, Nathalie Guimarães, Tatiana M. Pinho, Joaquim João Sousa, Raul Morais, Emanuel Peres:
Mysense-Webgis: A Graphical Map Layering-Based Decision Support Tool for Agriculture. IGARSS 2020: 4195-4198 - [c17]Pedro Marques, Luís Pádua, Thyago Brito, Joaquim João Sousa, Anabela Fernandes-Silva:
Monitoring of Olive Trees Temperatures under Different Irrigation Strategies by UAV Thermal Infrared Imagery. IGARSS 2020: 4550-4553 - [c16]Luís Pádua, Telmo Adão, Jonás Hruska, Nathalie Guimarães, Pedro Marques, Emanuel Peres, Joaquim João Sousa:
Vineyard Classification Using Machine Learning Techniques Applied to RGB-UAV Imagery. IGARSS 2020: 6309-6312 - [c15]Jonás Hruska, Luís Pádua, Telmo Adão, Emanuel Peres, José Martinho Lourenço, Joaquim João Sousa:
Target Influence on Ground Control Points (GCPs) Identification in Aerial Images. IGARSS 2020: 6487-6490 - [c14]Benjamin Albespy, Luís Pádua, Emile Roux, Joaquim João Sousa:
The New Paramotor Project: Flexibility at Low Cost to Overcome Main Limitations of Multi-Copters and Fixed-Wings UAVs. IGARSS 2020: 6491-6494 - [c13]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: 6503-6506 - 2019
- [c12]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: 186-199 - [c11]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: 248-257 - [c10]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: 258-271 - 2018
- [c9]Telmo Adão, Luís Pádua, Miguel Fonseca, Luís Agrellos, Joaquim João Sousa, Luís Magalhães, Emanuel Peres:
A rapid prototyping tool to produce 360º video-based immersive experiences enhanced with virtual/multimedia elements. CENTERIS/ProjMAN/HCist 2018: 441-453 - [c8]Telmo Adão, Luís Pádua, Jonás Hruska, Pedro Marques, Emanuel Peres, Joaquim João Sousa:
A pilot digital image processing approach for detecting vineyard parcels in Douro region through high-resolution aerial imagery. ICGDA 2018: 67-71 - [c7]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: 72-76 - [c6]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: 87-91 - [c5]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: 137-141 - [c4]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: 9063-9066 - 2017
- [c3]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: 407-414 - 2015
- [c2]David Narciso, Luís Pádua, Telmo Adão, Emanuel Peres, Luís Magalhães:
MixAR Mobile Prototype: Visualizing Virtually Reconstructed Ancient Structures In Situ. CENTERIS/ProjMAN/HCist 2015: 852-861 - [c1]Luís Pádua, David Narciso, Telmo Adão, António Cunha, Emanuel Peres, Luís Magalhães:
Cost-effective and Lightweight Mobile Units for MixAR: A Comparative Trial among Different Setups. CENTERIS/ProjMAN/HCist 2015: 870-878
Coauthor Index
Joaquim João Sousa
aka: Joaquim João Moreira de Sousa
aka: Joaquim João Moreira de Sousa
[j29] [j27] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3]
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