GNP-WGAN: Generative Nonlocal A Priori Augmented Wasserstein Generative Adversarial Networks for Seismic Data Reconstruction
Author:
Affiliation:
1. College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China
2. Technology Inspection Center, Shengli Oilfield, SINOPEC, Dongying, Shandong, China
Funder
National Natural Science Foundation of China
Natural Science Foundation of Shandong Province of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx8/36/10354519/10604911.pdf?arnumber=10604911
Reference36 articles.
1. A Deep Prior Convolutional Autoencoder for Seismic Data Interpolation
2. A Convolutional Autoencoder Method for Simultaneous Seismic Data Reconstruction and Denoising
3. Seismic data interpolation through convolutional autoencoder
4. Unsupervised deep learning with higher-order total-variation regularization for multidimensional seismic data reconstruction
5. Reconstruction of seismic field data with convolutional U-Net considering the optimal training input data
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