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Current advances in imaging spectroscopy and its state-of-the-art applications.

Authors :
Zahra, Anam
Qureshi, Rizwan
Sajjad, Muhammad
Sadak, Ferhat
Nawaz, Mehmood
Khan, Haris Ahmad
Uzair, Muhammad
Source :
Expert Systems with Applications. Mar2024:Part E, Vol. 238, pN.PAG-N.PAG. 1p.
Publication Year :
2024

Abstract

Imaging spectroscopy integrates traditional computer vision and spectroscopy into a single system and has gained widespread acceptance as a non-destructive scientific instrument for a wide range of applications. The current state of imaging spectroscopy spans diverse applications including but not limited to air-borne and ground-based computer vision systems. This paper presents the current state of research and industrial applications including precision agriculture, material classification, medical science, forensic science, face recognition and document image analysis, environment monitoring, and remote sensing, which can be aided through imaging spectroscopy. In this regard, we further discuss a comprehensive list of applications of imaging spectroscopy, pre-processing techniques, and spectral image acquisition systems. Likewise, publicly available databases and current software tools for spectral data analysis are also documented in this review. This review paper, therefore, could potentially serve as a reference and roadmap for people looking for literature, databases, applications, and tools to undertake additional research in imaging spectroscopy. • A survey on the current state of imaging spectroscopy. • Pre-processing techniques and data acquisition methods are highlighted. • We provide applications of imaging spectroscopy in various domains. • Publicly available databases and software tools for spectral data are presented. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09574174
Volume :
238
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
173726957
Full Text :
https://doi.org/10.1016/j.eswa.2023.122172