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Sensitivity Analysis of Multichannel Images Intended for Instantaneous Imaging Spectrometry Applications
KTH, School of Technology and Health (STH), Medical Engineering.ORCID iD: 0000-0002-1831-9285
KTH, School of Computer Science and Communication (CSC), Computer Vision and Active Perception, CVAP.
2010 (English)In: SIAM Journal on Imaging Sciences, ISSN 1936-4954, E-ISSN 1936-4954, Vol. 3, no 1, 79-109 p.Article in journal (Refereed) Published
Abstract [en]

This paper presents a sensitivity analysis of using instantaneous multichannel two-dimensional (2D) imaging to achieve instantaneous 2D imaging spectroscopy. A simulated multiple-filter mosaic was introduced and used to acquire multichannel data which were transformed into spectra. The feasibility of two different transformation approaches (the concrete pseudoinverse approach and a statistical approach) was investigated through extensive experimental tasks. A promising statistical method was identified to be used for accurate estimation of spectra from multichannel data. Comparison between estimated and measured spectra shows that higher estimation accuracy can be achieved when using a larger number of usable multiple-filter combinations in the mosaic.

Place, publisher, year, edition, pages
2010. Vol. 3, no 1, 79-109 p.
Keyword [en]
imaging spectroscopy, multiple color filters, color mosaics, sensitivity analysis, singular value decomposition, pseudoinverse, spectral estimation
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:kth:diva-27561DOI: 10.1137/080743275ISI: 000278101500004Scopus ID: 2-s2.0-78651564451OAI: oai:DiVA.org:kth-27561DiVA: diva2:378350
Note

QC 20101215

Available from: 2010-12-15 Created: 2010-12-13 Last updated: 2017-11-29Bibliographically approved

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Hamid Muhammed, Hamed

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