Laser Image Enhancement Algorithm Based on Improved EnlightenGAN

In distance-selected imaging, the contrast of laser images is reduced due to long imaging distances, insufficient laser power, and atmospheric turbulence. An enhancement algorithm based on the EnlightenGAN network is proposed to improve the contrast of laser images. Firstly, the laser images are acq...

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Veröffentlicht in:	Electronics (Basel) 2023-05, Vol.12 (9), p.2081
Hauptverfasser:	Fan, Youchen, Wang, Yitong, Feng, Kai, Liu, Yuntian, Jiang, Yawen, Xie, Jiaxuan, Niu, Yufei, Wang, Hongyan
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Atmospheric turbulence Datasets Deep learning Discriminators Image acquisition Image contrast Image enhancement Image processing Image quality Lasers Light Methods Neural networks Optimization Regularization Signal to noise ratio Wavelet transforms
Online-Zugang:	Volltext
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