Method for classifying geological section, storage medium and device
US12423952B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 30, 2025 |
| Grant date | Sep 23, 2025 |
| Priority date | — |
| Expiry date | May 30, 2045 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V20/13
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The disclosure relates to the technical field of geological exploration, and disclosed in the disclosure are a method for classifying a geological section, a storage medium and a device. The method includes: acquiring on-site exploration data and remote sensing data of a geological section, and a category label of the geological section, preprocessing the data, and extracting features; constructing new features on the basis of extracted features, and forming a feature set; selecting and normalizing features in the feature set, and dividing same into a training set and a validation set; and constructing a geological section classification model, and inputting data to be tested into the model after validating to obtain geological section classification results. According to the method of the disclosure, knowledge related to geology is fully utilized to enhance feature expression ability, improve generalization ability and interpretability of the model, and capture complex nonlinear relationships.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.