Underwater Color Restoration Using U-Net Denoising Autoencoder

Visual inspection of underwater structures by vehicles, e.g. remotely operated vehicles (ROVs), plays an important role in scientific, military, and commercial sectors. However, the automatic extraction of information using software tools is hindered by the characteristics of water which degrade the...

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Veröffentlicht in:	2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA) S. 117 - 122
Hauptverfasser:	Hashisho, Yousif, Albadawi, Mohamad, Krause, Tom, von Lukas, Uwe Freiherr
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.09.2019
Schlagworte:	autoencoders Degradation Generative Adverarial Networks Image color analysis Image reconstruction Image restoration Noise reduction real-time Training underwater image Videos
ISSN:	1849-2266
Online-Zugang:	Volltext
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