Autoencoder neural network application for coherent noise attenuation in high frequency shallow marine seismic data

• Main Authors: Hamidi, R., Latif, A.H.A., Lee, W.Y.
• Format: Conference or Workshop Item
• Published: Offshore Technology Conference 2020
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85097623343&partnerID=40&md5=5fc01a4e1049bdb22d8967d27ed6dfc7; http://eprints.utp.edu.my/24650/

Conventional noise attenuation methods involve transforming noisy data into a filter domain where noise and signal can be separated. Deleting the noise components and transforming back the data into original domain, the filtered data is achieved. Coefficients representing the noise in the filter dom...