A Compact High-Quality Image Demosaicking Neural Network for Edge-Computing Devices

A Compact High-Quality Image Demosaicking Neural Network for Edge-Computing Devices

Image demosaicking has been an essential and challenging problem among the most crucial steps of image processing behind image sensors. Due to the rapid development of intelligent processors based on deep learning, several demosaicking methods based on a convolutional neural network (CNN) have been...

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Bibliographic Details
Main Authors: Shuyu Wang, Mingxin Zhao, Runjiang Dou, Shuangming Yu, Liyuan Liu, Nanjian Wu
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
image sensor
image demosaicking
convolutional neural network
bayer color filter array
U-Net
edge computing
Online Access:https://www.mdpi.com/1424-8220/21/9/3265

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https://www.mdpi.com/1424-8220/21/9/3265

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