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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/15426
Title: An assessment of effects of various parameters on target detection using hyperspectral data
Authors: Yadav D.
Arora M.K.
Tiwari K.C.
Ghosh J.K.
Chauhan P.
Wang J.
Larar A.M.
Suzuki M.
Published in: Proceedings of SPIE - The International Society for Optical Engineering
Abstract: Hyperspectral imaging has become a standard for most applications that require precision based analysis. This is due to the fine spectral resolution that hyperspectral data offers. Target detection based on hyperspectral imaging is one of the significant applications required for numerous defence, surveillance as well as many civilian studies. This involves detailed analysis of all bands of hyperspectral data for presence of the desired target. However, there exist many parameters which may have bearing on the performance of detection algorithm. These include sensor related parameters like noise, calibration etc., spatial parameters like size, shape and location etc. and scene parameters like illumination variation, target composition, colour, background etc. This paper demonstrates the implications of three scene parameters namely illumination, background and colour on detection of many known targets using the hyperspectral data. The hyperspectral data acquired over Rochester Institute of Technology (RIT) for experimental purposes has been used. Three popular detection algorithms namely, ACE, MF, SAM have been implemented for target detection and the impact of selected parameters is assessed. ¬© 2016 SPIE.
Citation: Proceedings of SPIE - The International Society for Optical Engineering, (2016)
URI: https://doi.org/10.1117/12.2223921
http://repository.iitr.ac.in/handle/123456789/15426
Issue Date: 2016
Publisher: SPIE
Keywords: Detection statistics
Hyperspectral imaging
Scene parameters
Target detection
ISBN: 9781510601215
ISSN: 0277786X
Author Scopus IDs: 57190659361
7103319791
57214612594
34968946700
Author Affiliations: Yadav, D., Department of Civil Eng.(Geomatics), IIT Roorkee, India
Arora, M.K., Department of Civil Eng.(Geomatics), IIT Roorkee, India
Tiwari, K.C., Civil Engineering Dept., Delhi Technological University, India
Ghosh, J.K., Department of Civil Eng.(Geomatics), IIT Roorkee, India
Appears in Collections:Conference Publications [CE]

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