Detection and recognition method of oracle bone inscription radicals based on deep learning
A technology of deep learning and recognition methods, applied in the direction of neural learning methods, character recognition, character and pattern recognition, etc., can solve the problems of not considering the similarity and internal structure of different characters, practical limitations, and less research on oracle bone inscriptions, etc. Achieve the effects of simplifying data processing related work, solving data distribution changes, and solving slow network convergence
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment
[0039] Example: as attached figure 1 As shown, the present invention is a method for detecting and recognizing oracle bone inscriptions based on deep learning, which is carried out according to the following steps:
[0040] S1: Scan or take pictures of oracle bone rubbings to obtain oracle bone inscription images, which can be directly photographed with oracle bone inscriptions handwritten rubbings or oracle bone inscriptions scanned by a camera;
[0041] S2: Use the maximum extremum stable region algorithm (MSER) to filter the oracle bone single radical region in the oracle bone image;
[0042] S3: Perform ellipse fitting on the selected Oracle single-radical region;
[0043] S4: Use the non-maximum suppression algorithm (NMS) to remove redundant duplicate or wrong detection results for the same oracle bone single radical, complete the oracle bone single radical detection, and obtain the oracle bone single radical data;
[0044] S5: Use the BN-Lenet network model to identif...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com