Seismic Signal Compression Using Nonparametric Bayesian Dictionary Learning via Clustering

We introduce a seismic signal compression method based on nonparametric Bayesian dictionary learning method via clustering. The seismic data is compressed patch by patch, and the dictionary is learned online. Clustering is introduced for dictionary learning. A set of dictionaries could be generated,...

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Bibliographic Details
Main Authors: Xin Tian, Song Li
Format: Article
Language:English
Published: MDPI AG 2017-06-01
Series:Algorithms
Subjects:
Online Access:http://www.mdpi.com/1999-4893/10/2/65