Seismic signal compression using nonparametric Bayesian dictionary learning via clustering

DOI10.3390/a10020065zbMath1461.94047OpenAlexW2624008012MaRDI QIDQ1662738

Song Li, Xin Tian

Publication date: 20 August 2018

Published in: Algorithms (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/a10020065

zbMATH Keywords

clusteringsparse representationnonparametric Bayesian dictionary learningseismic signal compression

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15) Applications of statistics in engineering and industry; control charts (62P30) Learning and adaptive systems in artificial intelligence (68T05) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Cites Work

• A new semiparametric finite mixture model-based adaptive arithmetic coding for lossless image compression
• Mixed-membership naive Bayes models
• $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
• Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images

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