कवर छवि

Reconstruction from Spatio-Spectrally Coded Multispectral Light Fields

अन्य संस्करण दिखाएं (1)

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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
मुख्य लेखक: Schambach, Maximilian (auth)
स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
भाषा:अंग्रेज़ी
प्रकाशित: KIT Scientific Publishing 2022
श्रृंखला:Forschungsberichte aus der Industriellen Informationstechnik 27
विषय:
Electrical engineering
Computer Vision; Lichtfelder; Multispektrale Bildgebung; Compressed Sensing; Deep Learning; computer vision; light fields; multispectral imaging; compressed sensing; deep learning
ऑनलाइन पहुंच:OAPEN Library: download the publication
OAPEN Library: description of the publication
टैग: टैग जोड़ें
कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!
विवरण
सारांश: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.
भौतिक वर्णन:1 electronic resource (238 p.)
आईएसबीएन:KSP/1000148072
अभिगमन:Open Access

समान संसाधन