With the spread of modern IoT architectures for industry 4.0, cloud and edge computing technologies have become the main enablers of new a concept of interoperability based on the seamless integration of the frontend sensors, with the backend network and processing systems. While precise architectural references and standardized approaches are still under development, in this paper the concept of edge/fog computing is applied referring to modern fused visible-thermal imaging systems\ currently available on several commercial cameras. In such context, the research proposed aims at developing a monitoring system based on fog technology for gathering and analyzing fused RGB-Thermal Images, and implementing a specific algorithms for extracting relevant information for centralized decision making systems. Based on the architecture proposed a case study is presented referred to the preservation of buildings and civil infrastructures.

A Fog Computing Monitoring System For Fused Visible And Infrared Imagery with an application to building preservation

Mario Venticinque
2023

Abstract

With the spread of modern IoT architectures for industry 4.0, cloud and edge computing technologies have become the main enablers of new a concept of interoperability based on the seamless integration of the frontend sensors, with the backend network and processing systems. While precise architectural references and standardized approaches are still under development, in this paper the concept of edge/fog computing is applied referring to modern fused visible-thermal imaging systems\ currently available on several commercial cameras. In such context, the research proposed aims at developing a monitoring system based on fog technology for gathering and analyzing fused RGB-Thermal Images, and implementing a specific algorithms for extracting relevant information for centralized decision making systems. Based on the architecture proposed a case study is presented referred to the preservation of buildings and civil infrastructures.
2023
Istituto per i Sistemi Agricoli e Forestali del Mediterraneo - ISAFOM
edge
cloud
fog
thermal imaging
data fusion
masonry conservation
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/464287
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact