石油科学（英文版）2026，Vol.23Issue(3)：1182-1196,15.DOI:10.1016/j.petsci.2025.10.004
Irregularly seismic data interpolation based on deep learning with integrated channel-spatial attention mechanism
Irregularly seismic data interpolation based on deep learning with integrated channel-spatial attention mechanism
摘要
关键词
Seismic data/Deep learning/Irregular sampling/Channel-spatial attention mechanism/InterpolationKey words
Seismic data/Deep learning/Irregular sampling/Channel-spatial attention mechanism/Interpolation引用本文复制引用
Chao Ma,Jian-Ping Huang,Zi-Xuan Qiao,San-Fu Li,Wen-Sheng Duan,Gang-Lin Lei..Irregularly seismic data interpolation based on deep learning with integrated channel-spatial attention mechanism[J].石油科学（英文版）,2026,23(3):1182-1196,15.基金项目
We thank four anonymous reviewers and editor Meng-Jiao Zhou for their comments that helped us to improve the manuscript.This study is supported by the National Natural Science Foundation of China(Grant No.42374164),the High Precision Imaging Study of Small-scale and High-angle Structures in the Western Ordos Basin(Grant No.2024D2ZZ01),the Imaging Study of Q Least Squares Migration(Grant No.671024115010),the Research on Image Deconvolution Technology Based on Regularization(Grant No.202418018212),the Research on the masked autoencoder method based on vit Network(Grant No.30200020-24-ZC0613-0044)and the Taishan Scholars Research Program of Shandong Province. （Grant No.42374164）
