Fall detection system and method for elderly living alone based on human body posture vision

A detection system and human body posture technology, applied in the field of computer vision, can solve problems such as ineffective detection, and achieve the effect of improving home safety

Inactive Publication Date: 2021-07-23
SHANGHAI GEZHI HIGH SCHOOL
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AI Technical Summary

Problems solved by technology

[0006] However, in the existing technical solutions, it has not been possible to use artificial intelligence vision technology to effectively detect the falls of the elderly living alone.

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  • Fall detection system and method for elderly living alone based on human body posture vision
  • Fall detection system and method for elderly living alone based on human body posture vision
  • Fall detection system and method for elderly living alone based on human body posture vision

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Embodiment Construction

[0038] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments. The present invention is not limited to this embodiment, and other embodiments may also belong to the scope of the present invention as long as they conform to the gist of the present invention.

[0039] In a preferred embodiment of the present invention, based on the above-mentioned problems in the prior art, a fall detection system for the elderly living alone based on human body posture vision is now provided, such as figure 1 shown, including:

[0040] A data acquisition module 1, used to acquire a plurality of standard body posture images, and mark each standard body posture image to obtain corresponding posture data;

[0041] An image collection module 2, used for real-time collection of real-time body posture images of the elderly living alone;

[0042] A training module 3, connected to the data acquisition module 1, is used to use eac...

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Abstract

The invention provides a fall detection system and method for elderly living alone based on human body posture vision, and relates to the technical field of computer vision, and the system comprises: a data obtaining module which is used for obtaining a plurality of standard body posture images, and carrying out the marking of each standard body posture image, and obtaining the corresponding posture data; the image acquisition module that is used for acquiring real-time body posture images of the elderly living alone in real time; the training module that is connected with the data acquisition module and is used for taking each standard body posture image as an input and taking the corresponding posture data as an output, and training to obtain a fall detection model; and the data processing module that is respectively connected with the training module and the image acquisition module and is used for inputting the real-time body posture image into a fall detection model to obtain posture data corresponding to the elderly living alone and outputting the posture data as a fall detection result. According to the technical scheme, the home safety of the elderly living alone is effectively improved.

Description

technical field [0001] The invention relates to the field of computer vision, in particular to a fall detection system and method for elderly people living alone based on human posture vision. Background technique [0002] With the implementation of China's family planning policy, the traditional nuclear family structure has changed, the 4-2-1 family structure has become the mainstream, and the family size has become smaller and smaller, breaking the traditional family model of three or even four generations living together. [0003] At the same time, both the elderly and their children in modern society require their own "free space", so the social phenomenon of pure old families and elderly living alone has become the focus of attention from all walks of life. The function of family care for the elderly is weakening day by day. The function of supporting the elderly originally undertaken by the family has shifted to social care for the elderly. The elderly living alone hav...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62
CPCG06V40/20G06F18/214
Inventor 胡健胡艺菲
Owner SHANGHAI GEZHI HIGH SCHOOL
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