Invention Grant
- Patent Title: Method for processing elastic wave data, elastic wave processing device using same, and program therefor
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Application No.: US17264356Application Date: 2018-09-07
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Publication No.: US12112266B2Publication Date: 2024-10-08
- Inventor: Joong Moo Byun , Dae Ung Yoon , Ji Ho Park
- Applicant: IUCF-HYU (INDUSTRY-UNIVERSITY COOPERATION FOUNDATION HANYANG UNIVERSITY)
- Applicant Address: KR Seoul
- Assignee: IUCF-HYU (INDUSTRY-UNIVERSITY COOPERATION FOUNDATION HANYANG UNIVERSITY)
- Current Assignee: IUCF-HYU (INDUSTRY-UNIVERSITY COOPERATION FOUNDATION HANYANG UNIVERSITY)
- Current Assignee Address: KR Seoul
- Agency: Sughrue Mion, PLLC
- Priority: KR 20180089515 2018.07.31
- International Application: PCT/KR2018/010515 2018.09.07
- International Announcement: WO2020/027365A 2020.02.06
- Date entered country: 2021-01-29
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06N3/044 ; G06N3/08

Abstract:
Provided is a method of processing elastic wave data, the method including selecting some elastic wave traces as a first label from among a plurality of elastic wave traces received without at least some elastic wave traces missing from whole elastic wave data, training an interpolation model on a machine learning basis by using at least two or more of remaining elastic wave traces except for the first label and the first label, restoring the at least some elastic wave traces missing from the whole elastic wave data by using the trained interpolation model, training an extrapolation model on a machine learning basis by using an elastic wave trace selected as a second label from among a plurality of elastic wave traces included in whole restored elastic wave data and at least two or more of remaining elastic wave traces except for the second label, and generating an additional elastic wave trace, which have not been included in the whole elastic wave data, by using the trained extrapolation model.
Public/Granted literature
- US20210304004A1 METHOD FOR PROCESSING ELASTIC WAVE DATA, ELASTIC WAVE PROCESSING DEVICE USING SAME, AND PROGRAM THEREFOR Public/Granted day:2021-09-30
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