Intelligent video data processing system

Abstract

The invention discloses an intelligent video data processing system which comprises a video acquisition module, the output end of the video acquisition module is connected with the input end of the processing system, and the invention relates to the technical field of data processing. According to the intelligent video data processing system, a modular design idea is adopted, the system is divided into five modules including a video acquisition module, a preprocessing module, an intelligent analysis module, a data storage module and a user interaction module, all the modules carry out communication and data exchange through standard interfaces, and intelligent algorithms such as face recognition and behavior recognition are developed by utilizing a deep learning framework; the video data are provided for users in an SDK mode, integration and deployment of the users are facilitated, encryption storage and transmission are conducted on the video data through the encryption technology, data safety is ensured, meanwhile, a data backup and recovery mechanism is established, data loss is prevented, the advanced video processing technology and the artificial intelligence technology are integrated, and user experience is improved. The comprehensive intelligent processing of the video data is realized, and the data processing efficiency and accuracy are improved.

Description

Technical Field

[0001] The present invention relates to the field of data processing technology, and in particular to an intelligent video data processing system. Background Art

[0002] Data processing is the collection, storage, retrieval, processing, transformation and transmission of data. There are different ways of data processing according to the structure and working mode of the processing equipment, as well as the time and space distribution of data. Different processing methods require different hardware and software support. Each processing method has its own characteristics. The appropriate processing method should be selected according to the actual environment of the application problem. Data processing is inseparable from the support of software. Data processing software includes: various programming languages ​​​​and their compilers for writing processing programs, file systems and database systems for managing data, and application software packages for various data processing methods. In order to ensure the security and reliability of data, there is also a complete set of data security and confidentiality technologies. Data processing is the technical process of analyzing and processing data, including the analysis, organization, calculation, editing and other processing of various raw data, which has a broader meaning than data analysis.

[0003] With the increasing popularity of computers, numerical calculations account for a very small proportion in the field of computer applications, and information management through computer data processing has become the main application, such as profiling and mapping management, warehouse management, accounting management, transportation management, technical intelligence management, office automation, etc. In terms of geographic data, there are both large amounts of natural environment data and large amounts of socio-economic data, which often require comprehensive data processing. Therefore, it is necessary to establish a geographic database, systematically organize and store geographic data to reduce redundancy, develop data processing software, and make full use of database technology for data management and processing.

[0004] With the popularization of video surveillance technology and the surge in the number of cameras, video data processing has become a huge challenge. Most existing video data processing systems have problems such as low processing efficiency, low accuracy, and poor real-time performance. Summary of the invention

[0005] In view of the deficiencies in the prior art, the present invention provides an intelligent video data processing system that solves the problems mentioned in the above background technology.

[0006] To achieve the above objectives, the present invention is implemented through the following technical solutions: an intelligent video data processing system, including a video acquisition module, the output end of the video acquisition module is connected to the input end of the processing system, and the processing system is bidirectionally connected to the data storage module, the processing system is bidirectionally connected to the user interaction interface, the processing system includes a central control system, the input end of the central control system is connected to the output end of the preprocessing module, and the output end of the central control system is connected to the input end of the big data analysis module, and the output end of the central control system is connected to the input end of the video analysis module.

[0007] Preferably, the video acquisition module includes a camera and a drone, and the preprocessing module includes a denoising module, an enhancement module and a format conversion module.

[0008] Preferably, the big data analysis module includes a fingerprint recognition module, a face recognition module, an iris recognition module, a voiceprint recognition module, a license plate recognition module, an intelligent thermal imaging module, a behavior recognition module and an anomaly detection module.

[0009] Preferably, the data storage module includes a data backup module, a data recovery module and a data encryption module.

[0010] Preferably, the user interaction interface includes a video data viewing module, an analysis result viewing module and a monitoring status viewing module.

[0011] Preferably, the central control system is bidirectionally connected to the data encryption module, and the central control system is bidirectionally connected to the data analysis unit, and the output end of the central control system is connected to the input end of the data transmission module.

[0012] Preferably, the data analysis unit includes a fault analysis module and an operation status analysis module.

[0013] Beneficial Effects

[0014] The present invention provides a smart video data processing system. Compared with the prior art, the smart video data processing system has the following beneficial effects: the smart video data processing system is connected to the input end of the processing system through the output end of the video acquisition module, and the processing system is bidirectionally connected to the data storage module, and the processing system is bidirectionally connected to the user interaction interface, the processing system includes a central control system, the input end of the central control system is connected to the output end of the preprocessing module, and the output end of the central control system is connected to the input end of the big data analysis module, and the output end of the central control system is connected to the input end of the video analysis module. The modular design concept is adopted to divide the system into five modules: video acquisition, preprocessing, intelligent analysis, data storage and user interaction. The modules communicate and exchange data through standard interfaces, and use the deep learning framework to develop intelligent algorithms such as face recognition and behavior recognition, and provide them to users in the form of SDK to facilitate user integration and deployment. Encryption technology is used to encrypt, store and transmit video data to ensure data security. At the same time, a data backup and recovery mechanism is established to prevent data loss. Advanced video processing technology and artificial intelligence technology are integrated to achieve comprehensive intelligent processing of video data, improve data processing efficiency and accuracy, and provide strong support for the development of finance, the Internet, smart cities and other fields. BRIEF DESCRIPTION OF THE DRAWINGS

[0015] Figure 1 It is a structural principle block diagram of the system of the present invention;

[0016] Figure 2 It is a structural principle block diagram of the video acquisition module of the present invention;

[0017] Figure 3 It is a structural principle block diagram of the processing system of the present invention;

[0018] Figure 4 It is a structural principle block diagram of the data storage module of the present invention;

[0019] Figure 5 The figure is a structural principle block diagram of the user interaction interface of the present invention.

[0020] In the figure: 1- video acquisition module, 11- camera, 12- drone, 2- processing system, 21- central control system, 22- preprocessing module, 221- denoising module, 222- enhancement module, 223- format conversion module, 23- big data analysis module, 231- fingerprint recognition module, 232- face recognition module, 233- iris recognition module, 234- voiceprint recognition module, 235- license plate recognition module, 236- intelligent thermal imaging module, 237- behavior recognition module, 238- anomaly detection module, 24- video analysis module, 25- data encryption module, 26- data analysis unit, 261- fault analysis module, 262- operation status analysis module, 27- data transmission module, 3- data storage module, 31- data backup module, 32- data recovery module, 33- data encryption module, 4- user interaction interface, 41- video data viewing module, 42- analysis result viewing module, 43- monitoring status viewing module. DETAILED DESCRIPTION

[0021] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0022] See also Figure 1-5 The present invention provides two embodiments, a smart video data processing system, specifically including the following embodiments:

[0023] Example 1

[0024] It includes a video acquisition module 1, the output end of the video acquisition module 1 is connected to the input end of the processing system 2, and the processing system 2 is bidirectionally connected to the data storage module 3, the processing system 2 is bidirectionally connected to the user interaction interface 4, the processing system 2 includes a central control system 21, the input end of the central control system 21 is connected to the output end of the preprocessing module 22, and the output end of the central control system 21 is connected to the input end of the big data analysis module 23, and the output end of the central control system 21 is connected to the input end of the video analysis module 24.

[0025] Specifically, data transmission adopts advanced video coding standards to efficiently compress video data, reduce transmission bandwidth and storage requirements, support multi-path transmission and adaptive bit rate adjustment, ensure that video data can still be transmitted stably when network conditions are poor, and introduce QoS guarantee mechanism to ensure priority transmission and processing of key video data.

[0026] In the present invention, the video acquisition module 1 includes a camera 11 and a drone 12 , and the preprocessing module 22 includes a denoising module 221 , an enhancement module 222 and a format conversion module 223 .

[0027] Specifically, the pre-processing module 22 performs preliminary processing on the collected video data, including denoising, enhancement, format conversion, etc., to improve the efficiency and accuracy of subsequent processing.

[0028] Example 2

[0029] It includes a video acquisition module 1, the output end of the video acquisition module 1 is connected to the input end of the processing system 2, and the processing system 2 is bidirectionally connected to the data storage module 3, the processing system 2 is bidirectionally connected to the user interaction interface 4, the processing system 2 includes a central control system 21, the input end of the central control system 21 is connected to the output end of the preprocessing module 22, and the output end of the central control system 21 is connected to the input end of the big data analysis module 23, and the output end of the central control system 21 is connected to the input end of the video analysis module 24.

[0030] Specifically, data transmission adopts advanced video coding standards to efficiently compress video data, reduce transmission bandwidth and storage requirements, support multi-path transmission and adaptive bit rate adjustment, ensure that video data can still be transmitted stably when network conditions are poor, and introduce QoS guarantee mechanism to ensure priority transmission and processing of key video data.

[0031] In the present invention, the video acquisition module 1 includes a camera 11 and a drone 12 , and the preprocessing module 22 includes a denoising module 221 , an enhancement module 222 and a format conversion module 223 .

[0032] Specifically, the preprocessing module 22 performs preliminary processing on the collected video data, including denoising, enhancement, format conversion, etc., to improve the efficiency and accuracy of subsequent processing.

[0033] In the present invention, the big data analysis module 23 includes a fingerprint recognition module 231, a face recognition module 232, an iris recognition module 233, a voiceprint recognition module 234, a license plate recognition module 235, an intelligent thermal imaging module 236, a behavior recognition module 237 and an anomaly detection module 238.

[0034] Specifically, the big data analysis module 23 uses artificial intelligence technologies such as deep learning and computer vision to perform intelligent analysis on the pre-processed video data, including face recognition, behavior recognition, anomaly detection, etc. At the same time, it supports custom algorithm access to meet special needs in different scenarios, adopts an adaptive learning mechanism, and continuously optimizes the algorithm model to improve recognition accuracy and processing speed.

[0035] In the present invention, the data storage module 3 includes a data backup module 31 , a data recovery module 32 and a data encryption module 33 .

[0036] Specifically, the data storage module 3 adopts a combination of local storage and cloud storage to ensure the security and accessibility of video data, supports data backup, recovery and encryption functions, ensures data security, adopts cloud storage technology, ensures the security and scalability of video data, and protects data privacy through encryption.

[0037] In the present invention, the user interaction interface 4 includes a video data viewing module 41 , an analysis result viewing module 42 and a monitoring status viewing module 43 .

[0038] Specifically, the user interaction interface 4 provides an intuitive and easy-to-use operation interface, which is convenient for users to view and retrieve video data, set system parameters, and receive abnormal alarm information issued by the system.

[0039] In the present invention, the central control system 21 is bidirectionally connected to the data encryption module 25 , and the central control system 21 is bidirectionally connected to the data analysis unit 26 , and the output end of the central control system 21 is connected to the input end of the data transmission module 27 .

[0040] Specifically, encryption is performed during data processing to ensure data security to a certain extent. During the data processing process, the operating status is analyzed and faults can be handled in a timely manner to ensure overall normal operation.

[0041] In the present invention, the data analysis unit 26 includes a fault analysis module 261 and an operation status analysis module 262 .

[0042] Specifically, the data analysis unit 26 analyzes the running status of the data processing process, and the fault analysis module 261 analyzes the faults existing in the running process, so that the faults can be processed in advance.

[0043] Meanwhile, the contents not described in detail in this specification belong to the prior art known to those skilled in the art.

[0044] When in use, video data is collected through the cameras 11 deployed at various monitoring points. The cameras 11 are integrated with image sensors, which can convert optical signals into electrical signals, i.e., original video data. The collected video data is preliminarily processed by the preprocessing module 22. The collected video data is preprocessed, and advanced image processing algorithms and GPU acceleration technology are used to perform real-time denoising, enhancement, compression and other preprocessing operations on the collected video data, thereby improving the efficiency and accuracy of subsequent analysis and processing, and integrating advanced technologies such as deep learning and computer vision;

[0045] When processing data, encryption processing is performed to ensure data security to a certain extent. During the data processing process, the operating status is analyzed, and faults can be handled in a timely manner to ensure the normal operation of the whole. An efficient and accurate big data analysis module 23 is constructed. The platform includes a fingerprint recognition module 231, a face recognition module 232, an iris recognition module 233, a voiceprint recognition module 234, a license plate recognition module 235, an intelligent thermal imaging module 236, a behavior recognition module 237 and an anomaly detection module 238, which can realize in-depth analysis and intelligent recognition of video data;

[0046] After the analysis is completed, the system will output the decision results in the form of reports, warning information, etc. When abnormal behavior is detected, the system will immediately issue an alarm and notify relevant personnel to handle it. The processed video data will be stored in the designated storage device for subsequent viewing and analysis. Certain data compression and encryption technologies will be used in the storage process to ensure the security and reliability of the data. A combination of local storage and cloud storage is used to ensure the security and accessibility of video data. The data backup module 31, data recovery module 32 and data encryption module 33 ensure data security. The user interaction interface 4 provides an intuitive and easy-to-use operation interface for users to view and retrieve video data, set system parameters, and receive abnormal alarm information issued by the system.

[0047] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device.

[0048] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. A smart video data processing system, comprising a video acquisition module (1), characterized in that: The output end of the video acquisition module (1) is connected to the input end of the processing system (2), and the processing system (2) is bidirectionally connected to the data storage module (3), and the processing system (2) is bidirectionally connected to the user interaction interface (4). The processing system (2) includes a central control system (21), the input end of the central control system (21) is connected to the output end of the preprocessing module (22), and the output end of the central control system (21) is connected to the input end of the big data analysis module (23), and the output end of the central control system (21) is connected to the input end of the video analysis module (24).

2. The intelligent video data processing system according to claim 1, characterized in that: The video acquisition module (1) comprises a camera (11) and a drone (12), and the preprocessing module (22) comprises a denoising module (221), an enhancement module (222) and a format conversion module (223).

3. The intelligent video data processing system according to claim 1, characterized in that: The big data analysis module (23) comprises a fingerprint recognition module (231), a face recognition module (232), an iris recognition module (233), a voiceprint recognition module (234), a license plate recognition module (235), an intelligent thermal imaging module (236), a behavior recognition module (237) and an anomaly detection module (238).

4. The intelligent video data processing system according to claim 1, characterized in that: The data storage module (3) comprises a data backup module (31), a data recovery module (32) and a data encryption module (33).

5. The intelligent video data processing system according to claim 1, characterized in that: The user interaction interface (4) comprises a video data viewing module (41), an analysis result viewing module (42) and a monitoring status viewing module (43).

6. The intelligent video data processing system according to claim 1, characterized in that: The central control system (21) is bidirectionally connected to the data encryption module (25), and the central control system (21) is bidirectionally connected to the data analysis unit (26), and the output end of the central control system (21) is connected to the input end of the data transmission module (27).

7. The intelligent video data processing system according to claim 6, characterized in that: The data analysis unit (26) comprises a fault analysis module (261) and an operation status analysis module (262).

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