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- research-article
Versatile method for grapevine row detection in challenging vineyard terrains using aerial imagery
Computers and Electronics in Agriculture (COEA), Volume 226, Issue Chttps://doi.org/10.1016/j.compag.2024.109372Highlights- Novel method for curved grapevine row detection in steep slope vineyards.
- Methodology tested across diverse vineyard layouts.
- Grapevine and inter-row vegetation differentiation and detection of row voids.
- Scalable for other ...
Accurate detection and differentiation of grapevine canopies from other vegetation, along with individual grapevine row identification, pose significant challenges in precision viticulture (PV), especially within irregularly structured vineyards ...
- research-article
A fractional order SIR model describing hesitancy to the COVID-19 vaccination
Applied Numerical Mathematics (APNM), Volume 207, Issue CPages 608–620https://doi.org/10.1016/j.apnum.2024.10.001AbstractThis study introduces a SIR (Susceptible-Infectious-Recovered) model using fractional derivatives to assess the population's hesitancy to the COVID-19 vaccination campaign in Portugal. Leveraging the framework developed by Angstmann [1], our ...
Highlights- Fractional order models are suited to describe epidemics in the presence of population hesitancy towards a vaccine.
- The fractional order measures the degree to which the time elapsed without vaccination influences future vaccine ...
- Article
An Interactive Game for Improved Driving Behaviour Experience and Decision Support
HCI International 2024 – Late Breaking PapersPages 92–102https://doi.org/10.1007/978-3-031-76824-8_8AbstractThis paper presents an interactive game designed to improve users’ experience related to driving behaviour, as well as to provide decision support in this context. This paper explores machine learning (ML) methods to enhance the decision-making ...
- research-article
Methods for volume inference of non-medical objects from images: A short review
- Baticté Nabitchita,
- Norberto Jorge Gonçalves,
- Paulo Jorge Coelho,
- Luís Pimenta,
- Eftim Zdravevski,
- Petre Lameski,
- Mónica Costa,
- Paulo Alexandre Neves,
- Ivan Miguel Pires
Journal of Ambient Intelligence and Smart Environments (JAISE), Volume 16, Issue 4Pages 541–566https://doi.org/10.3233/AIS-230193Nowadays, the object’s volume is essential for monitoring any scene. Technological equipment is evolving, and mobile devices and other devices embed high-resolution cameras. The high-resolution cameras open a window for different research studies, where ...
- Article
Generative Adversarial Networks for Synthetic Meteorological Data Generation
Progress in Artificial IntelligencePages 197–206https://doi.org/10.1007/978-3-031-73500-4_17AbstractThis study explores models for synthetic data generation of time series. In order to improve the achieved results, i.e., the data generated, new ways of improvement are explored and different models of synthetic data generation are compared. The ...
- Article
Pruning End-Effectors State of the Art Review
- Francisco Oliveira,
- Vítor Tinoco,
- António Valente,
- Tatiana Pinho,
- José Boaventura Cunha,
- Filipe N. Santos
Progress in Artificial IntelligencePages 169–180https://doi.org/10.1007/978-3-031-73497-7_14AbstractPruning consists on an agricultural trimming procedure that is crucial in some species of plants to promote healthy growth and increased yield. Generally, this task is done through manual labour, which is costly, physically demanding, and ...
- research-article
Satellite-based InSAR Geodesy and Collocation with GNSS
- Juraj Papco,
- Matus Bakon,
- Lukas Kubica,
- Gabika Belicova,
- Branislav Droscak,
- Martin Ferianc,
- Martin Rovnak,
- Antonio M. Ruiz,
- Joaquim J. Sousa
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2329–2340https://doi.org/10.1016/j.procs.2024.06.426AbstractSatellite radar interferometry (InSAR) enables large-scale monitoring of displacement with precision akin to ground-based methods. Using measurements from Sentinel-1 satellites, persistent scatterer networks cover areas up to hundreds of ...
- research-article
Routine monitoring of hydraulic infrastructures using the European Ground Motion Service and other satellite radar sensors
- Antonio Miguel Ruiz-Armenteros,
- Miguel Marchamalo-Sacristán,
- Francisco Lamas-Fernández,
- José Manuel Delgado-Blasco,
- Juan Manuel Jurado-Rodríguez,
- David Jurado-Rodríguez,
- Matus Bakon,
- Milan Lazecky,
- Daniele Perissin,
- Juraj Papco,
- Gonzalo Corral,
- José Luis Mesa-Mingorance,
- José Luis García-Balboa,
- Admilson da Penha Pacheco,
- Joaquim J. Sousa
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2308–2315https://doi.org/10.1016/j.procs.2024.06.423AbstractEnsuring the safety and operational efficiency of hydraulic infrastructures is paramount, considering the widespread consequences that damages can inflict on people, communities, and the environment. To mitigate risks and prevent significant ...
- research-article
The impact of ground control points for the 3D study of grapevines in steep slope vineyards
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2301–2307https://doi.org/10.1016/j.procs.2024.06.422AbstractData acquisition through unmanned aerial vehicles (UAVs) has become integral to the study of agricultural crops, especially for multitemporal analyses spanning the entire growing season. Ensuring accurate data alignment is essential not only to ...
- research-article
Inversion of soil moisture in Duolun County, Inner Mongolia, China using Sentinel-1 data
- Hongli Zhao,
- Yuxuan Wang,
- Jinghui Fan,
- Chuan Wang,
- Xinyang Ji,
- Dingjian Jin,
- Jianping Chen,
- Joaquim J. Sousa
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2228–2234https://doi.org/10.1016/j.procs.2024.06.413AbstractSoil moisture is an important physical quantity that reflects the surface conditions. Soil moisture retrieval from remote sensing satellite monitoring data is a common method at present and the crucial issue is how to eliminate the influence of ...
- research-article
Image-based Lung Analysis in the Context of Digital Pathology: a Brief Review
- Somayeh Shahrabadi,
- João Carias,
- Emanuel Peres,
- Luís G. Magalhães,
- Miguel A. Guevara López,
- Luís Bastião Silva,
- Telmo Adão
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2168–2175https://doi.org/10.1016/j.procs.2024.06.405AbstractLung cancer is the 2nd most diagnosed cancer worldwide. The corresponding histopathological analysis, being both costly and time-consuming, demands the commitment of skilled professionals who, while engrossed in this task, experience constraints ...
- research-article
AppCycle - Reducing electronic and textile wastes
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2126–2134https://doi.org/10.1016/j.procs.2024.06.400AbstractThe rapid growth in the consumption of electronic and textile products has led to an increasing need for proper disposal of e-waste and textile waste. AppCycle is a mobile application designed to address this pressing issue by facilitating the ...
- research-article
Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images
- Rodrigo Fernandes,
- Alexandre Pessoa,
- José Nogueira,
- Anselmo Paiva,
- Ishak Paçal,
- Marta Salgado,
- António Cunha
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2065–2073https://doi.org/10.1016/j.procs.2024.06.393AbstractWireless capsule endoscopy (WCE) has revolutionized the field of gastrointestinal examinations, being MedtronicTM WCE one of the most used in clinics. In those WCE videos, medical experts use RAPID READERTM tool to annotate findings in videos. ...
- research-article
Does Fake News have Feelings?
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2056–2064https://doi.org/10.1016/j.procs.2024.06.392AbstractFake news spreads rapidly, creating issues and making detection harder. The purpose of this study is to determine if fake news contains sentiment polarity (positive or negative), identify the polarity of sentiment present in their textual content ...
- research-article
Phase Unwrapping using ML methods
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2048–2055https://doi.org/10.1016/j.procs.2024.06.391AbstractInterferometric Synthetic Aperture Radar (InSAR) revolutionizes surface study by measuring precise ground surface changes. Phase unwrapping, a key challenge in InSAR, involves removing ambiguity in measured phase. Deep learning algorithms like ...
- research-article
Automatic classification of abandonment in Douro’s vineyard parcels
Procedia Computer Science (PROCS), Volume 239, Issue CPages 2038–2047https://doi.org/10.1016/j.procs.2024.06.390AbstractPort wine plays a crucial role in the Douro region in Portugal, providing significant economic support and international recognition. The efficient and sustainable management of the wine sector is of utmost importance, which includes the ...
- research-article
Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images
- Rodrigo Fernandes,
- Alexandre Pessoa,
- José Nogueira,
- Anselmo Paiva,
- Ishak Paçal,
- Marta Salgado,
- António Cunha
Procedia Computer Science (PROCS), Volume 239, Issue CPages 1653–1661https://doi.org/10.1016/j.procs.2024.06.342AbstractWireless capsule endoscopy (WCE) has revolutionized the field of gastrointestinal examinations, being MedtronicTM WCE one of the most used in clinics. In those WCE videos, medical experts use RAPID READERTM tool to annotate findings in videos. ...
- research-article
Quality assessment of Low-cost retinal Videos for Glaucoma screening
Procedia Computer Science (PROCS), Volume 239, Issue CPages 1027–1034https://doi.org/10.1016/j.procs.2024.06.266AbstractLow-cost smartphone-compatible portable ophthalmoscopes can capture visuals of the patient’s retina to screen several ophthalmological diseases like glaucoma. The images captured have lower quality and resolution than standard retinography devices ...
- research-article
Cyber Resilience and Healthcare Information Systems, a Systematic Review
Procedia Computer Science (PROCS), Volume 239, Issue CPages 149–157https://doi.org/10.1016/j.procs.2024.06.157AbstractThe systematic review reported by this article aimed to analyze and synthesize state-of-the-art studies focused on the cyber resilience of healthcare information systems, namely in terms of (i) their purposes and (ii) methods being used to ...
- research-article
Cyber Resilience and Intelligent Transport Systems, a Scoping Review
Procedia Computer Science (PROCS), Volume 239, Issue CPages 139–148https://doi.org/10.1016/j.procs.2024.06.156AbstractThe scoping review reported by this article aimed to analyze and synthesize state-of-the-art studies focused on the integration of cyber resilience in the implementation and deployment of intelligent transport systems, namely in terms of (i) cyber ...