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
Segmentation of borehole acoustic reflection image using feature pyramid network and transfer learning
Release time:2026-08-11 Hits:
- DOI number:10.1016/j.geoen.2023.212088
- Affiliation of Author(s):江苏科技大学
- Teaching and Research Group:海洋学院
- Journal:Geoenergy Science and Engineering
- Place of Publication:荷兰
- Key Words:borehole acoustic reflection image; image segmentation; feature pyramid network; transfer learning
- Abstract:针对井外地质构造在声波反射图像中的识别问题，构建带有效率型编码器的特征金字塔网络，并结合迁移学习与复合损失进行训练。方法能够提取多尺度特征，减少标注数据需求并提高地质结构分割效果。
- Note:来源：https://doi.org/10.1016/j.geoen.2023.212088
- Co-author:Hanchang Xu, Xihao Gu, Chengming Luo
- First Author:Fantong Kong
- Indexed by:科研论文
- Correspondence Author:Shengqing Li
- Discipline:Natural Science
- First-Level Discipline:Geophysics
- Document Type:期刊论文
- Volume:229
- Page Number:212088
- ISSN No.:2949-8910
- Date of Publication:2023-10-01