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Video monitoring method and device based on salient object detection

A technology for object detection and video surveillance, applied in the field of artificial intelligence, can solve the problems of non-communication of system data, labor-intensive, manual review, etc., to ensure safety, reduce labor intensity, and improve efficiency.

Pending Publication Date: 2021-07-13
INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

The main disadvantage of the traditional monitoring system is that it takes a lot of manpower to rely on manual real-time viewing, manual access
The main disadvantages of this type of monitoring system are: the use of multiple sensors and equipment leads to high costs, and the data between different systems is not interoperable.

Method used

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  • Video monitoring method and device based on salient object detection
  • Video monitoring method and device based on salient object detection
  • Video monitoring method and device based on salient object detection

Examples

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Embodiment Construction

[0045] In order to enable those skilled in the art to better understand the technical solutions in this specification, the technical solutions in the embodiments of the application will be clearly and completely described below in conjunction with the drawings in the embodiments of the application. Obviously, the described The embodiments are only some of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0046] Intelligent monitoring systems based on deep learning models are often subject to the contradiction between model performance and real-time performance. Generally, the deeper the network, the better the performance of the model, but the increase in the number of parameters slows down the speed of video processing. In order to meet the real-time performance...

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Abstract

The invention provides a video monitoring method and device based on salient object detection, relates to the technical field of artificial intelligence and can also be used in the technical field of finance, and the method comprises the steps: obtaining a plurality of frames of images of a target monitoring region within a preset time period; applying a preset salient object detection model, and selecting an image with the highest salient degree from all the frame images as a key frame image; and obtaining a monitoring result of the target monitoring area according to a preset image recognition model and the key frame image, and outputting the monitoring result. According to the method and the device, the video monitoring efficiency can be improved on the basis of ensuring the accuracy of video monitoring, so that the security of a bank is ensured.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular to a video monitoring method and device based on salient object detection. Background technique [0002] At present, the application of monitoring system is very popular, and both traditional monitoring system and intelligent monitoring system are widely used. The main disadvantage of the traditional monitoring system is that it requires a lot of manpower to rely on manual real-time viewing and manual retrieval. [0003] The intelligent monitoring system using multi-sensors has added many subsystems on the basis of the traditional monitoring system. For example, the intelligent fire protection system usually consists of the fire monitoring subsystem, the electricity safety monitoring subsystem, the fire hydrant detection subsystem, the video monitoring subsystem, etc. Equipment composition. The high-end intelligent security monitoring system uses targ...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06N3/04G06N3/08G08B19/00H04N7/18
CPCG06N3/084H04N7/18G08B19/005G06V20/41G06V20/46G06V20/52G06N3/045
Inventor 王乐天赵旭东沈雪莲杨煜坤
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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