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Reconstruction from Spatio-Spectrally Coded Multispectral Light Fields

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In this work, spatio-spectrally coded multispectral light fields, as taken by a light field camera with a spectrally coded microlens array, are investigated. For the reconstruction of the coded light fields, two methods, one based on the principles of compressed sensing and one deep learning approac...

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Váldodahkki: Schambach, Maximilian (auth)
Materiálatiipa: Elektrovnnalaš Girjji oassi
Giella:eaŋgalasgiella
Almmustuhtton: KIT Scientific Publishing 2022
Ráidu:Forschungsberichte aus der Industriellen Informationstechnik 27
Fáttát:
Electrical engineering
Computer Vision; Lichtfelder; Multispektrale Bildgebung; Compressed Sensing; Deep Learning; computer vision; light fields; multispectral imaging; compressed sensing; deep learning
Liŋkkat:OAPEN Library: download the publication
OAPEN Library: description of the publication
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Govvádus
Čoahkkáigeassu:In this work, spatio-spectrally coded multispectral light fields, as taken by a light field camera with a spectrally coded microlens array, are investigated. For the reconstruction of the coded light fields, two methods, one based on the principles of compressed sensing and one deep learning approach, are developed. Using novel synthetic as well as a real-world datasets, the proposed reconstruction approaches are evaluated in detail.
Olgguldas hápmi:1 electronic resource (238 p.)
ISBN:KSP/1000148072
Beassan:Open Access

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