Joaquim João Sousa

Orcid: 0000-0003-4533-930X

Affiliations:
  • University of Trás-os-Montes and Alto Douro, Vila Real, Portugal


According to our database1, Joaquim João Sousa authored at least 88 papers between 2013 and 2024.

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Bibliography

2024
Classification of grapevine varieties using UAV hyperspectral imaging.
CoRR, 2024

2023
Study of Recent Deformations in the Bogotá Savanna and the City of Bogotá (Colombia) Using Multi-Temporal Satellite Radar Interferometry.
Remote. Sens., November, 2023

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., October, 2023

MT-InSAR and Dam Modeling for the Comprehensive Monitoring of an Earth-Fill Dam: The Case of the Benínar Dam (Almería, Spain).
Remote. Sens., 2023

Automatic Detection of Abandoned Vineyards Using Aerial Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Evaluating YOLO Models for Grape Moth Detection in Insect Traps.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Street Light Segmentation in Satellite Images Using Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Automatic Identification of Public Lighting Failures in Satellite Images: A Case Study in Seville, Spain.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Utilizing the Land Monitoring Copernicus Program as a Regular Method for Observing Dams, Large Ponds, and Surrounding Areas.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Identification of Aphids Using Machine Learning Classifiers on UAV-Based Multispectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Transfer-Learning On Land Use And Land Cover Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Evaluating Data Augmentation for Grapevine Varieties Identification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Segmentation as a Pre-processing for Automatic Grape Moths Detection.
Proceedings of the Progress in Artificial Intelligence, 2023

Can the Segmentation Improve the Grape Varieties' Identification Through Images Acquired On-Field?
Proceedings of the Progress in Artificial Intelligence, 2023

2022
UAV-Based Hyperspectral Monitoring Using Push-Broom and Snapshot Sensors: A Multisite Assessment for Precision Viticulture Applications.
Sensors, 2022

The Efficiency of Foliar Kaolin Spray Assessed through UAV-Based Thermal Infrared Imagery.
Remote. Sens., 2022

Semantic segmentation of 3D car parts using UAV-based images.
Comput. Graph., 2022

An efficient method for acquisition of spectral BRDFs in real-world scenarios.
Comput. Graph., 2022

Vineyard classification using OBIA on UAV-based RGB and multispectral data: A case study in different wine regions.
Comput. Electron. Agric., 2022

Remote sensing image fusion on 3D scenarios: A review of applications for agriculture and forestry.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Using Deep Learning for Detection and Classification of Insects on Traps.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Detecting Earthquakes in SAR Interferogram with Vision Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

ALMOND ORCHARD MANAGEMENT USING MULTI-TEMPORAL UAV DATA: A PROOF OF CONCEPT.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Learning Approach for Terrace Vineyards Detection from Google Earth Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

GIS Application to Detect Invasive Species in Aquatic Ecosystems.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Segmentation as a Preprocessing Tool for Automatic Grapevine Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Grapevine Varieties Identification Using Vision Transformers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

PS-InSAR Target Classification Using Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

UAV Flight Configuration Impact on the Estimation of Dendrometric Parameters in Olive Trees.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
An Efficient Method for Generating UAV-Based Hyperspectral Mosaics Using Push-Broom Sensors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Geohazards Monitoring and Assessment Using Multi-Source Earth Observation Techniques.
Remote. Sens., 2021

ReMoDams: Monitoring Dams from Space Using Satellite Radar Interferometry.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Virtual Environments & Precision Viticulture: A Case Study.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

BRDF Sampling from Hyperspectral Images: A Proof of Concept.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Grapevine Variety Identification Through Grapevine Leaf Images Acquired in Natural Environment.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Classification of an Intertidal Reef by Machine Learning Techniques Using UAV Based RGB and Multispectral Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Terrace Vineyards Detection from UAV Imagery Using Machine Learning: A Preliminary Approach.
Proceedings of the Progress in Artificial Intelligence, 2021

Deformation Fringes Detection in SAR interferograms Using Deep Learning.
Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning.
Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Grapevine Segmentation in RGB Images using Deep Learning.
Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Analyzing the Fine Tuning's impact in Grapevine Classification.
Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

2020
Monitoring of Chestnut Trees Using Machine Learning Techniques Applied to UAV-Based Multispectral Data.
Remote. Sens., 2020

Individual Grapevine Analysis in a Multi-Temporal Context Using UAV-Based Multi-Sensor Imagery.
Remote. Sens., 2020

Automatic Grapevine Trunk Detection on UAV-Based Point Cloud.
Remote. Sens., 2020

Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities.
Remote. Sens., 2020

Effectiveness of Sentinel-2 in Multi-Temporal Post-Fire Monitoring When Compared with UAV Imagery.
ISPRS Int. J. Geo Inf., 2020

VisWebDrone: A Web Application for UAV Photogrammetry Based on Open-Source Software.
ISPRS Int. J. Geo Inf., 2020

Multi-Temporal InSAR Monitoring of the Beninar Dam (SE Spain).
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Vineyard Classification Using Machine Learning Techniques Applied to RGB-UAV Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Estimation of Leaf Area Index in Chestnut Trees using Multispectral Data from an Unmanned Aerial Vehicle.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Target Influence on Ground Control Points (GCPs) Identification in Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

The New Paramotor Project: Flexibility at Low Cost to Overcome Main Limitations of Multi-Copters and Fixed-Wings UAVs.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Mysense-Webgis: A Graphical Map Layering-Based Decision Support Tool for Agriculture.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Monitoring of Olive Trees Temperatures under Different Irrigation Strategies by UAV Thermal Infrared Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Detection of Active Landslides in Southwest China using Sentinel-1 and ALOS-2 Data.
Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020

Use of L-band SAR data for Monitoring Glacier Surging next to Aru Lake.
Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020

Monitoring of an embankment dam in southern Spain based on Sentinel-1 Time-series InSAR.
Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020

Simple method for identification of forest windthrows from Sentinel-1 SAR data incorporating PCA.
Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020

Multivariate Outlier Detection in Postprocessing of Multi-temporal PS-InSAR Results using Deep Learning.
Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020

2019
UAV-Based Automatic Detection and Monitoring of Chestnut Trees.
Remote. Sens., 2019

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., 2019

MixAR: A Multi-Tracking Mixed Reality System to Visualize Virtual Ancient Buildings Aligned Upon Ruins.
J. Inf. Technol. Res., 2019

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, 2019

Procedural Modeling of Buildings Composed of Arbitrarily-Shaped Floor-Plans: Background, Progress, Contributions and Challenges of a Methodology Oriented to Cultural Heritage.
Comput., 2019

mySense: A comprehensive data management environment to improve precision agriculture practices.
Comput. Electron. Agric., 2019

Classification of an Agrosilvopastoral System Using RGB Imagery from an Unmanned Aerial Vehicle.
Proceedings of the Progress in Artificial Intelligence, 2019

Grapevine Varieties Classification Using Machine Learning.
Proceedings of the Progress in Artificial Intelligence, 2019

Digital Ampelographer: A CNN Based Preliminary Approach.
Proceedings of the Progress in Artificial Intelligence, 2019

2018
Multi-Temporal Vineyard Monitoring through UAV-Based RGB Imagery.
Remote. Sens., 2018

Multi-Temporal Analysis of Forestry and Coastal Environments Using UASs.
Remote. Sens., 2018

Deformation Monitoring of the Northern Sector of the Valencia Basin (E Spain) Using Ps-Insar (1993-2010).
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multi-Temporal Insar Monitoring of the Aswan High Dam (Egypt).
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Learning-Based Methodological Approach for Vineyard Early Disease Detection Using Hyperspectral Data.
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.
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.
Proceedings of the International Conference on Geoinformatics and Data Analysis, 2018

Machine learning classification methods in hyperspectral data processing for agricultural applications.
Proceedings of the International Conference on Geoinformatics and Data Analysis, 2018

A pilot digital image processing approach for detecting vineyard parcels in Douro region through high-resolution aerial imagery.
Proceedings of the International Conference on Geoinformatics and Data Analysis, 2018

Monitoring continuous subsidence in the Costa del Sol (Málaga province, southern Spanish coast) using ERS-1/2, Envisat, and Sentinel-1A/B SAR interferometry.
Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

Deformation monitoring of dam infrastructures via spaceborne MT-InSAR. The case of La Viñuela (Málaga, southern Spain).
Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

A rapid prototyping tool to produce 360º video-based immersive experiences enhanced with virtual/multimedia elements.
Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

2017
Bridge Displacements Monitoring Using Space-Borne X-Band SAR Interferometry.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Data Mining Approach for Multivariate Outlier Detection in Postprocessing of Multitemporal InSAR Results.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry.
Remote. Sens., 2017

Very high resolution aerial data to support multi-temporal precision agriculture information management.
Proceedings of the CENTERIS 2017 - International Conference on ENTERprise Information Systems / ProjMAN 2017 - International Conference on Project MANagement / HCist 2017, 2017

2016
A data mining approach for multivariate outlier detection in heterogeneous 2D point clouds: An application to post-processing of multi-temporal InSAR results.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Concept of an Effective Sentinel-1 Satellite SAR Interferometry System.
Proceedings of the International Conference on ENTERprise Information Systems/International Conference on Project MANagement/International Conference on Health and Social Care Information Systems and Technologies, 2016

2015
Potential of satellite InSAR techniques for monitoring of bridge deformations.
Proceedings of the Joint Urban Remote Sensing Event, 2015

2013
The viStaMPS tool for visualization and manipulation of time series interferometric results.
Comput. Geosci., 2013


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