First-break picking technology based on level set method and U-Net
In order to solve the discontinuous problems in the seismic first-break breaking using the U-Net network, a variantone based on level set method is proposed. Firstly, the feature map of seismic image is extracted based on U-Net network, and the loss is calculated pixel by pixel. Then the level set l...
Main Authors: | Li Yang, He Dengke |
---|---|
Format: | Article |
Language: | English |
Published: |
Emergency Management Press
2022-08-01
|
Series: | 矿业科学学报 |
Subjects: | |
Online Access: | http://kykxxb.cumtb.edu.cn/cn/article/doi/10.19606/j.cnki.jmst.2022.04.005 |
Similar Items
-
A New First Break Picking for Three-Component VSP Data Using Gesture Sensor and Polarization Analysis
by: Huailiang Li, et al.
Published: (2017-09-01) -
First-Break Picking of Large-Offset Seismic Data Based on CNNs with Weighted Data
by: Yuchen Yin, et al.
Published: (2023-01-01) -
An MRI brain tumor segmentation method based on improved U-Net
by: Jiajun Zhu, et al.
Published: (2024-01-01) -
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation
by: Maniraman Periyasamy, et al.
Published: (2022-01-01) -
A Field Weed Density Evaluation Method Based on UAV Imaging and Modified U-Net
by: Kunlin Zou, et al.
Published: (2021-01-01)