VSP wave field separation method based on sparse representation and SVT

Lei Gao; Wenchao Chen; Baoli Wang; Jinghuai Gao; Qianzong Bao

doi:10.1190/segam2013-0774.1

VSP wave field separation method based on sparse representation and SVT

Lei Gao
, Wenchao Chen
, Baoli Wang
, Jinghuai Gao
, Qianzong Bao

电子与信息学部

Xi'an Jiaotong University
National Engineering Laboratory for Offshore Oil Exploration
Chang'an University

科研成果: 期刊稿件 › 会议文章 › 同行评审

2 引用（Scopus）

摘要

In this paper, a new method on VSP wave field separation is presented. The method is based on sparse representation, the dictionary is constructed with an unconventional way to ensure the fidelity, and an algorithm based on block coordinate descent and Singular Value Thresholding (SVT) is presented to solve sparse coding problem. Compared with median filter method, which is widely used in engineering practice, the proposed method can offer the wave field with higher fidelity and lower noise.

源语言	英语
页（从-至）	5102-5106
页数	5
期刊	SEG Technical Program Expanded Abstracts
卷	32
DOI	https://doi.org/10.1190/segam2013-0774.1
出版状态	已出版 - 2013
活动	SEG Houston 2013 Annual Meeting, SEG 2013 - Houston, 美国期限: 22 9月 2011 → 27 9月 2011

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title = "VSP wave field separation method based on sparse representation and SVT",

abstract = "In this paper, a new method on VSP wave field separation is presented. The method is based on sparse representation, the dictionary is constructed with an unconventional way to ensure the fidelity, and an algorithm based on block coordinate descent and Singular Value Thresholding (SVT) is presented to solve sparse coding problem. Compared with median filter method, which is widely used in engineering practice, the proposed method can offer the wave field with higher fidelity and lower noise.",

author = "Lei Gao and Wenchao Chen and Baoli Wang and Jinghuai Gao and Qianzong Bao",

note = "Publisher Copyright: {\textcopyright} 2013 SEG.; SEG Houston 2013 Annual Meeting, SEG 2013 ; Conference date: 22-09-2011 Through 27-09-2011",

year = "2013",

doi = "10.1190/segam2013-0774.1",

language = "英语",

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TY - JOUR

T1 - VSP wave field separation method based on sparse representation and SVT

AU - Gao, Lei

AU - Chen, Wenchao

AU - Wang, Baoli

AU - Gao, Jinghuai

AU - Bao, Qianzong

PY - 2013

Y1 - 2013

N2 - In this paper, a new method on VSP wave field separation is presented. The method is based on sparse representation, the dictionary is constructed with an unconventional way to ensure the fidelity, and an algorithm based on block coordinate descent and Singular Value Thresholding (SVT) is presented to solve sparse coding problem. Compared with median filter method, which is widely used in engineering practice, the proposed method can offer the wave field with higher fidelity and lower noise.

AB - In this paper, a new method on VSP wave field separation is presented. The method is based on sparse representation, the dictionary is constructed with an unconventional way to ensure the fidelity, and an algorithm based on block coordinate descent and Singular Value Thresholding (SVT) is presented to solve sparse coding problem. Compared with median filter method, which is widely used in engineering practice, the proposed method can offer the wave field with higher fidelity and lower noise.

UR - https://www.scopus.com/pages/publications/85018337451

U2 - 10.1190/segam2013-0774.1

DO - 10.1190/segam2013-0774.1

M3 - 会议文章

AN - SCOPUS:85018337451

SN - 1052-3812

VL - 32

SP - 5102

EP - 5106

JO - SEG Technical Program Expanded Abstracts

JF - SEG Technical Program Expanded Abstracts

T2 - SEG Houston 2013 Annual Meeting, SEG 2013

Y2 - 22 September 2011 through 27 September 2011

ER -

VSP wave field separation method based on sparse representation and SVT

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