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ORCIDJoaquim João Sousa
Joaquim M. de Sousa – Joaquim João Moreira de Sousa
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- affiliation: University of Trás-os-Montes and Alto Douro, Vila Real, Portugal
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2020 – today
- 2022
[j26]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)- [j25]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) - [j24]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) - [j23]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) - [j22]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) - [j21]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) - [c48]Bruno Silva, Joaquim João Sousa, António Cunha:
Detecting Earthquakes in SAR Interferogram with Vision Transformer. IGARSS 2022: 739-742 - [c47]Pedro Aguiar, António Cunha, Matus Bakon, Antonio M. Ruiz-Armenteros, Joaquim João Moreira de Sousa:
PS-InSAR Target Classification Using Deep Learning. IGARSS 2022: 2931-2934 - [c46]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 - [c45]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 - [c44]Ana Cláudia Teixeira, José Ribeiro, Alexandre Neto, Raul Morais, Joaquim João Moreira de Sousa, António Cunha:
Using Deep Learning for Detection and Classification of Insects on Traps. IGARSS 2022: 5746-5749 - [c43]Nuno Figueiredo, Alexandre Neto, António Cunha, Joaquim João Moreira de Sousa, António M. R. Sousa:
Deep Learning Approach for Terrace Vineyards Detection from Google Earth Satellite Imagery. IGARSS 2022: 5824-5827 - [c42]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 - [c41]Lia Duarte, João Paulo Castro, Joaquim João Sousa, Luís Pádua:
GIS Application to Detect Invasive Species in Aquatic Ecosystems. IGARSS 2022: 6013-6018 - [c40]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
- [j20]Joaquim João Sousa, Guang Liu, Jinghui Fan, Zbigniew Perski, Stefan Steger, Shibiao Bai, Lianhuan Wei, Stefano Salvi, Qun Wang, Jienan Tu, Liqiang Tong, Peter Mayrhofer, Ruth Sonnenschein, Shanjun Liu, Yachun Mao, Cristiano Tolomei, Christian Bignami, Simone Atzori, Giuseppe Pezzo, Lixin Wu, Shiyong Yan, Emanuel Peres:
Geohazards Monitoring and Assessment Using Multi-Source Earth Observation Techniques. Remote. Sens. 13(21): 4269 (2021) - [j19]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) - [c39]Gabriel A. Carneiro, Rafaela Magalhães, Alexandre Neto, Joaquim João Sousa, António Cunha:
Grapevine Segmentation in RGB Images using Deep Learning. CENTERIS/ProjMAN/HCist 2021: 101-106 - [c38]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 - [c37]Bruno Silva, Joaquim João Sousa, Milan Lazecký, António Cunha:
Deformation Fringes Detection in SAR interferograms Using Deep Learning. CENTERIS/ProjMAN/HCist 2021: 151-158 - [c36]Gabriel S. Carneiro, Ana Ferreira, Raul Morais, Joaquim João Sousa, António Cunha:
Analyzing the Fine Tuning's impact in Grapevine Classification. CENTERIS/ProjMAN/HCist 2021: 364-370 - [c35]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 - [c34]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 - [c33]Antonio M. Ruiz-Armenteros, J. Manuel Delgado, Matus Bakon, Joaquim João Sousa, Francisco Lamas-Fernández, Miguel Marchamalo Sacristán, Vanesa Sánchez-Ballesteros, Juraj Papco, Beatriz González-Rodrigo, Milan Lazecký, Daniele Perissin:
ReMoDams: Monitoring Dams from Space Using Satellite Radar Interferometry. IGARSS 2021: 5331-5334 - [c32]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 - [c31]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 - [c30]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
- [j18]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) - [j17]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) - [j16]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) - [j15]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) - [j14]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) - [j13]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) - [c29]Antonio M. Ruiz-Armenteros, Miguel Marchamalo Sacrsitán, Matús Bakon, Francisco Lamas-Fernández, J. Manuel Delgado, Vanesa Sánchez-Ballesteros, Juraj Papco, Beatriz González-Rodrigo, Milan Lazecký, Daniele Perissin, Joaquim João Sousa:
Monitoring of an embankment dam in southern Spain based on Sentinel-1 Time-series InSAR. CENTERIS/ProjMAN/HCist 2020: 353-359 - [c28]Chuan Wang, Jinghui Fan, Qun Wang, Weilin Yuan, Jienan Tu, Hongli Zhao, Bo Huang, Hongzhou Li, Huaguo Huang, Guang Liu, Joaquim João Sousa:
Use of L-band SAR data for Monitoring Glacier Surging next to Aru Lake. CENTERIS/ProjMAN/HCist 2020: 1131-1137 - [c27]Teng Zhang, Shuai Xie, Jinghui Fan, Bo Huang, Qun Wang, Weilin Yuan, Hongli Zhao, Jianping Chen, Hongzhou Li, Guang Liu, Liqiang Tong, Joaquim João Sousa:
Detection of Active Landslides in Southwest China using Sentinel-1 and ALOS-2 Data. CENTERIS/ProjMAN/HCist 2020: 1138-1145 - [c26]Pedro Aguiar, António Cunha, Matus Bakon, Antonio M. Ruiz-Armenteros, Joaquim João Sousa:
Multivariate Outlier Detection in Postprocessing of Multi-temporal PS-InSAR Results using Deep Learning. CENTERIS/ProjMAN/HCist 2020: 1146-1153 - [c25]Milan Lazecký, Sweety Wadhwa, Marek Mlcousek, Joaquim João Sousa:
Simple method for identification of forest windthrows from Sentinel-1 SAR data incorporating PCA. CENTERIS/ProjMAN/HCist 2020: 1154-1161 - [c24]Antonio M. Ruiz-Armenteros, J. Manuel Delgado, Matus Bakon, Francisco Lamas-Fernández, Antonio J. Gil, Miguel Marchamalo Sacristán, Vanesa Sánchez-Ballesteros, Juraj Papco, Beatriz González-Rodrigo, Milan Lazecký, Daniele Perissin, Joaquim João Sousa:
Multi-Temporal InSAR Monitoring of the Beninar Dam (SE Spain). IGARSS 2020: 1026-1029 - [c23]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 - [c22]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 - [c21]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 - [c20]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 - [c19]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 - [c18]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
2010 – 2019
- 2019
- [j12]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) - [j11]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) - [j10]Qun Wang, Jinghui Fan, Wei Zhou, Liqiang Tong, Zhaocheng Guo, Guang Liu, Weilin Yuan, Joaquim João Sousa, Zbigniew Perski:
3D Surface velocity retrieval of mountain glacier using an offset tracking technique applied to ascending and descending SAR constellation data: a case study of the Yiga Glacier. Int. J. Digit. Earth 12(6): 614-624 (2019) - [j9]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) - [j8]Jinghui Fan, Qun Wang, Guang Liu, Lu Zhang, Zhaocheng Guo, Liqiang Tong, Junhuan Peng, Weilin Yuan, Wei Zhou, Jin Yan, Zbigniew Perski, Joaquim João Sousa:
Monitoring and Analyzing Mountain Glacier Surface Movement Using SAR Data and a Terrestrial Laser Scanner: A Case Study of the Himalayas North Slope Glacier Area. Remote. Sens. 11(6): 625 (2019) - [j7]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) - [c17]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 - [c16]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 - [c15]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
- [j6]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) - [j5]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) - [c14]Antonio M. Ruiz-Armenteros, Milan Lazecký, Ivana Hlavácová, Matús Bakon, J. Manuel Delgado, Joaquim João Sousa, Francisco Lamas-Fernández, Miguel Marchamalo, Miguel Caro Cuenca, Juraj Papco, Daniele Perissin:
Deformation monitoring of dam infrastructures via spaceborne MT-InSAR. The case of La Viñuela (Málaga, southern Spain). CENTERIS/ProjMAN/HCist 2018: 346-353 - [c13]Antonio M. Ruiz-Armenteros, Milan Lazecký, Ana Ruiz-Constán, Matús Bakon, J. Manuel Delgado, Joaquim João Sousa, Jesús Galindo-Zaldívar, Carlos Sanz De Galdeano-Equiza, Miguel Caro Cuenca, Sergio Martos-Rosillo, Pablo Jiménez-Gavilán, Daniele Perissin:
Monitoring continuous subsidence in the Costa del Sol (Málaga province, southern Spanish coast) using ERS-1/2, Envisat, and Sentinel-1A/B SAR interferometry. CENTERIS/ProjMAN/HCist 2018: 354-361 - [c12]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 - [c11]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 - [c10]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 - [c9]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 - [c8]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 - [c7]Antonio M. Ruiz-Armenteros, J. Manuel Delgado, Francisco Lamas-Fernández, Rafael Bravo-Pareja, Milan Lazecký, Matus Bakon, Joaquim João Sousa, Miguel Caro Cuenca, Gert Verstraeten, Ramon F. Hanssen:
Multi-Temporal Insar Monitoring of the Aswan High Dam (Egypt). IGARSS 2018: 2220-2223 - [c6]Antonio M. Ruiz-Armenteros, J. Manuel Delgado, Bruno J. Ballesteros-Navarro, Milan Lazecký, Matus Bakon, Joaquim João Sousa:
Deformation Monitoring of the Northern Sector of the Valencia Basin (E Spain) Using Ps-Insar (1993-2010). IGARSS 2018: 2244-2247 - [c5]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
- [j4]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) - [j3]Milan Lazecký, Ivana Hlavácová, Matus Bakon, Joaquim João Sousa, Daniele Perissin, Gloria Patricio:
Bridge Displacements Monitoring Using Space-Borne X-Band SAR Interferometry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 205-210 (2017) - [j2]Matus Bakon, Irene Oliveira, Daniele Perissin, Joaquim João Sousa, Juraj Papco:
A Data Mining Approach for Multivariate Outlier Detection in Postprocessing of Multitemporal InSAR Results. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2791-2798 (2017) - [c4]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 - 2016
- [c3]Milan Lazecký, Fatma Canaslan Comut, Matus Bakon, Yuxiao Qin, Daniele Perissin, Emma L. Hatton, Karsten Spaans, Pablo J. Gonzalez Mendez, Pedro Guimaraes, Joaquim João Moreira de Sousa, David Kocich, Aydin Üstün:
Concept of an Effective Sentinel-1 Satellite SAR Interferometry System. CENTERIS/ProjMAN/HCist 2016: 14-18 - [c2]Matus Bakon, Irene Oliveira, Daniele Perissin, Joaquim João Sousa, Juraj Papco:
A data mining approach for multivariate outlier detection in heterogeneous 2D point clouds: An application to post-processing of multi-temporal InSAR results. IGARSS 2016: 56-59 - 2015
- [c1]Milan Lazecký, Daniele Perissin, Matus Bakon, Joaquim M. de Sousa, Ivana Hlavácová, Nuno Real:
Potential of satellite InSAR techniques for monitoring of bridge deformations. JURSE 2015: 1-4 - 2013
- [j1]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: 409-421 (2013)
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