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DOI: 10.14569/IJACSA.2018.090808
PDF

The Role of Hyperspectral Imaging: A Literature Review

Author 1: Muhammad Mateen
Author 2: Junhao Wen
Author 3: Nasrullah
Author 4: Muhammad Azeem Akbar

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 9 Issue 8, 2018.

  • Abstract and Keywords
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Abstract: Optical analysis techniques are used recently to detect and identify the objects from a large scale of images. Hyperspectral imaging technique is also one of them. Vision of human eye is based on three basic color (red, green and blue) bands, but spectral imaging divides the vision into many more bands. Hyperspectral remote sensors achieve imagery data in the form of hundreds of adjoining spectral bands. In this paper, our purpose is to illustrate the fundamental concept, hyperspectral remote sensing, remotely sensed information, methods for hyperspectral imaging and applications based on hyperspectral imaging. Moreover, in the forensic context, the novel methods involving deep neural networks are elaborated in this paper. The proposed idea can be useful for further research in the field of hyperspectral imaging using deep learning.

Keywords: Deep learning; electromagnetic spectrum; hyperspectral imaging; imaging spectroscopy; multispectral imaging; remote sensing

Muhammad Mateen, Junhao Wen, Nasrullah and Muhammad Azeem Akbar. “The Role of Hyperspectral Imaging: A Literature Review”. International Journal of Advanced Computer Science and Applications (IJACSA) 9.8 (2018). http://dx.doi.org/10.14569/IJACSA.2018.090808

@article{Mateen2018,
title = {The Role of Hyperspectral Imaging: A Literature Review},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2018.090808},
url = {http://dx.doi.org/10.14569/IJACSA.2018.090808},
year = {2018},
publisher = {The Science and Information Organization},
volume = {9},
number = {8},
author = {Muhammad Mateen and Junhao Wen and Nasrullah and Muhammad Azeem Akbar}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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