Convolutional Neural Network Training for RGBN Camera Color Restoration Using Generated Image Pairs

Convolutional Neural Network Training for RGBN Camera Color Restoration Using Generated Image Pairs

RGBN cameras that can capture visible light and near-infrared (NIR) light simultaneously produce better color image quality in low-light-level conditions. However, these RGBN cameras introduce additional color bias caused by the mixing of visible information and NIR information. The color correction...

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Bibliographic Details
Main Authors: Zhenghao Han, Li Li, Weiqi Jin, Xia Wang, Gangcheng Jiao, Hailin Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Photonics Journal
Subjects:
Color restoration
near-infrared
RGB-NIR camera
convolutional neural networks
image generation
color bias model
Online Access:https://ieeexplore.ieee.org/document/9200786/
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