Drowning behavior identification method, monitoring camera and monitoring system

A recognition method and behavior technology, applied in character and pattern recognition, computer parts, instruments, etc., can solve the problems of low recognition accuracy and fast action frequency, and achieve the effect of improving recognition accuracy, high accuracy and fast speed.

Active Publication Date: 2020-05-22
HANGZHOU HIKVISION DIGITAL TECH
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  • Abstract
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Problems solved by technology

However, due to differences in personal swimming habits, some swimmers move faster during normal swimming, and the normal swimming behavior of these swimmers is easily recognized as drowning behavior, resulting in low recognition accuracy

Method used

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  • Drowning behavior identification method, monitoring camera and monitoring system
  • Drowning behavior identification method, monitoring camera and monitoring system
  • Drowning behavior identification method, monitoring camera and monitoring system

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Embodiment Construction

[0063] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the 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.

[0064] In order to improve the recognition accuracy of drowning behavior, embodiments of the present application provide a drowning behavior recognition method, a monitoring camera and a monitoring system.

[0065] The surveillance system includes multiple surveillance cameras such as figure 1 As shown, each monitoring camera in the monitoring system is erected above the water area to be monitored at a certain angle, each monitoring camera monitors a part of the water area, and the ...

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Abstract

The embodiment of the invention provides a drowning behavior identification method, a monitoring camera and a monitoring system, and the method comprises the following steps: collecting a plurality offrames of images in a monitoring water area; inputting a single-frame image in the multiple frames of images into a preset deep neural network model, obtaining the drowning confidence of each human body target in the single-frame image, wherein the preset deep neural network model is a deep neural network model obtained by training in advance according to a sample image containing the key point position information of the human body target collected from the upper part of the water area when the human body target is drowned; and for each human body target, identifying whether the human body target has a drowning behavior or not according to the drowning confidence of the human body target. Through the scheme, the drowning behavior recognition precision can be improved.

Description

technical field [0001] The present application relates to the technical field of intelligent monitoring, in particular to a drowning behavior recognition method, a monitoring camera and a monitoring system. Background technique [0002] Swimming, as an excellent exercise for relaxing nerves and exercising cardiopulmonary function, has always been the first choice for people to exercise. However, there is a certain danger of drowning when people swim, and the process of drowning is very fast, and death can be caused by the arrest of breathing and heartbeat in 4 to 7 minutes. [0003] In order to cope with the occurrence of drowning, multiple lifeguards are arranged around the water area. The lifeguards always observe the situation of swimmers in the water area. Once they find someone drowning, they will immediately rescue them. However, due to the large number of swimmers in the water area, manual monitoring will inevitably be neglected, resulting in low monitoring efficienc...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62
CPCG06V40/103G06F18/2413
Inventor 罗祥谭文明王轩瀚
Owner HANGZHOU HIKVISION DIGITAL TECH
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