Single Infrared Image Stripe Noise Removal Using Deep Convolutional Networks

In this paper, we present a deep learning method for single infrared image stripe noise removal. Our method is denoted as a deep convolutional neural network (CNN) that takes the noisy image as the input and outputs the clean image. The deep CNN consists of two components: 1) image denoising, substa...

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Bibliographic Details

Published in:	IEEE Photonics Journal
Main Authors:	Xiaodong Kuang, Xiubao Sui, Qian Chen, Guohua Gu
Format:	Article
Language:	English
Published:	IEEE 2017-01-01
Subjects:	Stripe noise removal infrared image deep convolutional neural networks.
Online Access:	https://ieeexplore.ieee.org/document/7954611/