Reconstruction from Spatio-Spectrally Coded Multispectral Light Fields

• প্রধান লেখক: Schambach, Maximilian (auth)
• বিন্যাস: বৈদ্যুতিক গ্রন্থের অধ্যায়
• ভাষা: ইংরেজি
• প্রকাশিত: KIT Scientific Publishing 2022
• মালা: Forschungsberichte aus der Industriellen Informationstechnik 27
• বিষয়গুলি: Electrical engineering; Computer Vision; Lichtfelder; Multispektrale Bildgebung; Compressed Sensing; Deep Learning; computer vision; light fields; multispectral imaging; compressed sensing; deep learning
• অনলাইন ব্যবহার করুন: OAPEN Library: download the publication; OAPEN Library: description of the publication

সংক্ষিপ্ত

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.

দৈহিক বর্ননা

1 electronic resource (238 p.)

আইসবিএন

KSP/1000148072

প্রবেশাধিকার

Open Access