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Violation behavior real-time monitoring analysis method and device and storage medium

A technology of real-time monitoring and analysis methods, applied in the direction of instruments, calculations, character and pattern recognition, etc., can solve the problems of false positives and missed negatives, and achieve the effect of improving accuracy, small calculation amount, and reducing false positives

Pending Publication Date: 2021-01-22
安徽领云物联科技有限公司
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Problems solved by technology

Inside the barracks, on-duty supervisors monitor violations in real time through large screens, but this manual monitoring method has potential safety hazards and is prone to false positives and false positives

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  • Violation behavior real-time monitoring analysis method and device and storage medium
  • Violation behavior real-time monitoring analysis method and device and storage medium
  • Violation behavior real-time monitoring analysis method and device and storage medium

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Embodiment Construction

[0031]The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of the present invention.

[0032]For example, the military is an important special place at the national level. On the one hand, its highly sensitive regional characteristics determine its strong requirements for security level control; on the other hand, there are strict discipline and management needs within the military itself. This makes the construction of highly intelligent monitoring systems a trend. The application of intelligent video surveillance in the militar...

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PUM

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Abstract

The invention provides a violation behavior real-time monitoring analysis method, which comprises the following steps of: firstly, collecting a plurality of public behavior video data and real scene video data as a training data set; preprocessing the training data set to obtain preprocessed data; performing offline training on the preprocessed data to obtain an offline training model; collectingcamera real-time video stream data of a real scene; performing behavior identification on the real-time video data through the offline training model, and judging whether the real-time video data contains violation behaviors or not; and if the implementation video data contains the violation behavior, outputting an abnormal warning signal. By utilizing the method and the system, the acquired videodata can be intelligently analyzed in real time, and missing report and false report caused by manual large-screen monitoring are reduced.

Description

Technical field[0001]The invention relates to the field of video behavior monitoring, in particular to a method, device and storage medium for real-time monitoring and analysis of violations.Background technique[0002]Currently, violations in specific areas can be monitored in real time, such as monitoring violations of military personnel. It is strictly forbidden to carry and use public network mobile phones during combat readiness, training, and exercise tasks. Military personnel must not smoke in public places and other places where smoking is prohibited. . Inside the barracks, on-duty supervisors use large screens to monitor violations in real time, but this manual monitoring method has potential safety hazards and is prone to false alarms and underreports.Summary of the invention[0003]In view of the above-mentioned shortcomings of the prior art, the purpose of the present invention is to provide a real-time monitoring and analysis method for violations, which can conduct real-ti...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62
CPCG06V20/41G06V20/52G06F18/214
Inventor 徐国江瀚澄徐斌苏丹张新选熊忠元朱振宇徐磊虞小湖李阳阳
Owner 安徽领云物联科技有限公司
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