ResACEUnet: An Improved Transformer Unet Model for 3D Seismic Fault Detection

• Published in: Journal of geophysical research. Machine learning and computation Vol. 1; no. 3
• Main Authors: Zu, Shaohuan, Zhao, Penghui, Ke, Chaofan, Junxing, Cao
• Format: Journal Article
• Language: English
• Published: 01.09.2024
• Subjects: deep learning; fault detection; semantic segmentation; transformer; Unet

Detecting fault constitutes a pivotal aspect of seismic interpretation, significantly influencing the outcomes of petroleum and gas exploration. As artificial intelligence advances, convolutional neural network (CNN) has proven effective in detecting faults in seismic interpretation. Nevertheless, t...