Reconstruction from Spatio-Spectrally Coded Multispectral Light Fields

Format:

Book

Series:

Forschungsberichte aus der Industriellen Informationstechnik

Language:

English

Physical Description:

1 online resource (238 p.)

Place of Publication:

KIT Scientific Publishing 2022

Language Note:

English

Summary:

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.