孔凡童
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- Supervisor of Master's Candidates
- E-Mail:
- School/Department:电子信息与电气工程学院
- Education Level:With Certificate of Graduation for Doctorate Study
- Degree:Doctoral Degree in Engineering
- Alma Mater:中国石油大学（华东）
- Teacher College:电子信息与电气工程学院
- Paper Publications
Deep prior-based seismic data interpolation via multi-res U-net
Release time:2026-08-11 Hits:
- DOI number:10.1190/segam2020-3426173.1
- Affiliation of Author(s):中国石油大学（华东）;米兰理工大学
- Teaching and Research Group:地球科学与技术学院;电子信息系
- Journal:SEG Technical Program Expanded Abstracts 2020
- Place of Publication:美国
- Key Words:seismic data interpolation; deep image prior; multi-res U-Net; 3D shot gathers
- Abstract:利用多分辨率U-Net构建无需预训练的深度图像先验，对地震时间切片进行插值并重建三维炮集。合成缺失数据实验显示，该方法能够利用网络结构本身的先验约束恢复不规则采样地震数据。
- Note:来源：https://doi.org/10.1190/segam2020-3426173.1
- Co-author:Francesco Picetti, Vincenzo Lipari, Paolo Bestagini, Stefano Tubaro
- First Author:Fantong Kong
- Indexed by:科研论文
- Discipline:Natural Science
- First-Level Discipline:Geophysics
- Document Type:会议论文
- Page Number:3159-3163
- Date of Publication:2020-09-30