An Effective Image Denoising Method for UAV Images via Improved Generative Adversarial Networks

An Effective Image Denoising Method for UAV Images via Improved Generative Adversarial Networks

Unmanned aerial vehicles (UAVs) are an inexpensive platform for collecting remote sensing images, but UAV images suffer from a content loss problem caused by noise. In order to solve the noise problem of UAV images, we propose a new methods to denoise UAV images. This paper introduces a novel deep n...

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Bibliographic Details
Main Authors: Ruihua Wang, Xiongwu Xiao, Bingxuan Guo, Qianqing Qin, Ruizhi Chen
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Sensors
Subjects:
UAV images
image denoising
generative adversarial networks
perceptual reconstruction loss
Online Access:http://www.mdpi.com/1424-8220/18/7/1985

Internet

http://www.mdpi.com/1424-8220/18/7/1985

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