3D Conditional Generative Adversarial Networks to enable large-scale seismic image enhancement

We propose GAN-based image enhancement models for frequency enhancement of 2D and 3D seismic images. Seismic imagery is used to understand and characterize the Earth's subsurface for energy exploration. Because these images often suffer from resolution limitations and noise contamination, our p...

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Bibliographische Detailangaben

Hauptverfasser:	Dutta, Praneet, Power, Bruce, Halpert, Adam, Ezequiel, Carlos, Subramanian, Aravind, Chatterjee, Chanchal, Hari, Sindhu, Prindle, Kenton, Vaddina, Vishal, Leach, Andrew, Domala, Raj, Bandura, Laura, Mascaro, Massimo
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
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