Intelligent monitoring security data processing management system based on big data analysis

Abstract

The invention discloses an intelligent monitoring security data processing management system based on big data analysis. The system comprises a region division module, an image acquisition module, a time period division module, a feature extraction module, a storage database, an image preprocessing module, a danger feature database, an analysis cloud platform, a video retrieval module, an early warning module and a display terminal. According to the invention, a large amount of useless video image data is removed through the image preprocessing module, and dangerous behavior type characteristics are extracted by comparing the reserved video image data through the characteristic extraction module and the dangerous characteristic database, so that the problems that the existing video monitoring resource data is massive and redundant, occupies a large amount of storage and is inconvenient to use are solved. The method solves the problem of high monitoring hardware construction capital occupation, improves the comparative analysis operation speed of effective data, is suitable for monitoring of some long-term monitoring areas, reduces the hardware cost, saves a large amount of time, and promotes the normal implementation of security monitoring work of monitoring personnel.

Description

technical field [0001] The invention belongs to the field of monitoring video data processing and analysis, and relates to a smart monitoring and security data processing and management system based on big data analysis. Background technique [0002] With the development of the modern information society, people's living standards are constantly improving, so the demand for security is becoming more and more urgent. In recent years, a number of intelligent security monitoring systems or products have emerged at home and abroad. It can be seen that the security monitoring system is gradually moving from digitization and networking to intelligence. In the security monitoring industry, the real-time video monitoring and post-query for specific events basically use the original and backward manual comparison method, and the current video monitoring resource data is massive and complicated, among which invalid data is as high as 70%, occupying a large amount of storage , it acco...

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Problems solved by technology

[0003] In view of the above problems, the present invention proposes a smart monitoring and security data processing and management system based on big data analysis, which removes a large amount of useless video image data through the image preprocessing module, and removes a large amount of useless video image data through the feature extraction module and the dangerous feature database. By comparing and extracting the characteristics of dangerous behavior types, it solves the problem that the existing video surveillance resource data is massive and complicated, occupies a large amount of storage, and occupies a relatively high proportion of monitoring hardware construction funds, and improves the comparative analysis and operation speed of effective data. It is suitable for some The use of long-term monitoring area monitoring reduces hardware costs and achieves the purpose of saving a lot of time while improving data analysis capabilities, thereby promoting the normal development of monitoring personnel's security monitoring work

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