IEEE - Institute of Electrical and Electronics Engineers, Inc. - Seismic Noise Attenuation Using Unsupervised Sparse Feature Learning

Author(s): Mi Zhang ; Yang Liu ; Min Bai ; Yangkang Chen
Sponsor(s): IEEE Geoscience and Remote Sensing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2019
Volume: 57
Page(s): 9,709 - 9,723
ISSN (Electronic): 1558-0644
ISSN (Paper): 0196-2892
DOI: 10.1109/TGRS.2019.2928715
Regular:

Noise attenuation plays an important role in seismic data processing. We propose a novel denoising method for seismic data based on unsupervised sparse feature learning. Our goal is to obtain the... View More

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