Bronze-mirror cultural relic identification system and method

Abstract

The invention relates to a bronze-mirror cultural relic identification system which is constructed based on a bronze-mirror cultural relic characteristic matrix and a neural network model. The systemis characterized by acquiring image data of a bronze mirror, and according to a characteristic set, constructing a hierarchical grayscale co-occurrence matrix; and based on a classical convolutional neural network CNN model of a deep learning field, constructing a self-feedback parameter-adjusting neural network model applied to bronze mirror identification. Different hierarchies of effective identification can be performed on the bronze-mirror cultural relic, and through collecting feedback information of a user to an identification result, iteration optimization to the bronze-mirror culturalrelic identification system is reinforced.

Description

Technical field: [0001] The invention relates to the technical field of cultural relics identification, specifically, 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 artworks 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, and at the same time seriously distort the cultural relics and artistic value of bronze mirrors. Therefore, scientific identification of bronze mirrors has become more and more practical. [0003] However, due to the lack of scientific and effective identification systems and methods, the identification con...

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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