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Reconstruction from Spatio-Spectrally Coded Multispectral Light Fields
Maximilian Schambach
2022
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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 approach, are developed. Using novel synthetic as well as a real-world datasets, the proposed reconstruction approaches are evaluated in detail.
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Keywords
- compressed sensing
- Computer vision
- deep learning
- Electrical engineering
- Energy technology & engineering
- Lichtfelder
- light fields
- Multispectral Imaging
- Multispektrale Bildgebung
- Technology, engineering, agriculture
Links
DOI: 10.5445/KSP/1000148072Editions