System and method for identifying bronze mirror cultural relics

Abstract

The invention relates to a copper mirror cultural relic identification system, which is based on the construction of a bronze mirror cultural relic characteristic matrix and a neural network model. Firstly, the image data of the bronze mirror is obtained, and the hierarchical gray-level co-occurrence matrix is ​​constructed according to the feature set; based on the classic convolutional neural network CNN model in the field of deep learning, a self-feedback parameter adjustment neural network model applied to bronze mirror recognition is constructed. Different levels of effective identification of bronze mirror cultural relics can be carried out, and the iterative optimization of the bronze mirror cultural relic identification system can be strengthened by collecting feedback information from users on the identification results.

Description

Technical field: [0001] The invention relates to the technical field of cultural relic identification, in particular, to the microscopic comparison and deep learning model identification technology of bronze mirror cultural relics, so as to ensure the accuracy and real-time performance of bronze mirror identification. Background technique [0002] In recent years, with the rapid development of my country's economy, culture and other fields, the collection and investment of cultural relics and works of art have become more active. The vast number of bronze mirror collectors and investors often suffer huge economic losses due to the existence of imitations or fakes of bronze mirrors, which also seriously distorts the cultural relics and artistic value of bronze mirrors. Therefore, the scientific identification of bronze mirrors has become more and more realistic. [0003] However, due to the lack of scientific and effective identification systems and methods, the conclusion o...

AI Technical Summary

Problems solved by technology

The traditional experience mastered by traditional cultural relic appraisal experts cannot comprehensively, systematically and accurately reflect the characteristics and laws of all cultural relics and counterfeit products in history

Hiring experts is expensive, and in many cases the number of experts is too small to meet actual needs

[0006] The scientific and technological identification method uses test data such as fluorescence spectrum as an argument to distinguish the authenticity. In practice, there is a lack of professional and technical personnel to carry out scientific data analysis work, resulting in many problems in the interpretation of the same data.

[0007] Therefore, there is currently no reliable and scientific identification system and method in the field of bronze mirror identification. How to accurately identify bronze mirrors has become an urgent problem in the field of cultural relics and artworks.

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