Efficient Training Procedures for Multi-Spectra Demosaicing

The simultaneous acquisition of multi-spectral images on a single sensor can be efficiently performed by single shot capture using a mutli-spectral filter array. This paper focused on the demosaicing of color and near-infrared bands and relied on a convolutional neural network (CNN). To train the de...

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Bibliographic Details
Main Authors: Ivana Shopovska, Ljubomir Jovanov, Wilfried Philips
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Sensors
Subjects:
RGB
NIR
Online Access:https://www.mdpi.com/1424-8220/20/10/2850