Hyperspectral Methods in Microscopy Image Analysis: A Survey
Document Type
Conference Proceeding
Publication Date
1-1-2021
Publication Title
Proceedings of the 18th International Conference on Signal Processing and Multimedia Applications, SIGMAP 2021
First page number:
111
Last page number:
119
Abstract
Hyperspectral imaging (HSI) has found applications in remote sensing, agriculture, medicine, and biology. HSI acquires a three-dimensional dataset called hypercube, with two spatial dimensions and one spectral dimension. Hyperspectral microscope imaging (HMI) is an emerging imaging spectroscopy technology, which combines the advantages of HSI with microscopic imaging; HSI provides rapid, nondestructive, and chemical free data analysis, whereas a microscope can be used to study microstructure of a sample such as nanoparticles. Integration of HSI and microscopy, results in nondestructive evaluation using both spatial and spectral information along with analysis at the molecular or cellular level. The aim of the survey is an overview of the recent applications for HMI in medicine and biology fields.
Keywords
Biology; Confocal; Dark-field; Fluorescence; Hyperspectral Microscope Imaging (HMI); Medicine
Disciplines
Bioimaging and Biomedical Optics | Biomedical Engineering and Bioengineering | Engineering
Language
English
Repository Citation
Nasr-Esfahani, S.,
Muthukumar, V.,
Regentova, E. E.,
Taghva, K.,
Trabia, M. B.
(2021).
Hyperspectral Methods in Microscopy Image Analysis: A Survey.
Proceedings of the 18th International Conference on Signal Processing and Multimedia Applications, SIGMAP 2021
111-119.
http://dx.doi.org/10.5220/0010646701110119