A Posture Correction Method Based on Depth Information and Skeleton Information

A deep information and skeleton technology, applied in neural learning methods, character and pattern recognition, input/output process of data processing, etc. sexual effect

Active Publication Date: 2020-05-19
SHANDONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In terms of medical care, traditional posture correction methods require the company and guidance of professionals, which wastes a lot of manpower and material resources and also makes participants feel boring, often failing to achieve the expected rehabilitation effect
In addition, some research institutions have applied Sony EyeToy and Nintendo Wii to limb movement rehabilitation training, but the limitations of their two-dimensional image processing have restricted the development of this technology in the field of rehabilitation

Method used

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  • A Posture Correction Method Based on Depth Information and Skeleton Information
  • A Posture Correction Method Based on Depth Information and Skeleton Information
  • A Posture Correction Method Based on Depth Information and Skeleton Information

Examples

Experimental program
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Embodiment 1

[0068] A posture correction method based on depth information and bone information, such as figure 1 As shown, the specific steps include:

[0069] (1) Effective bone point screening based on user ID and bone space coordinate depth value: use the Kinect2.0 camera to obtain user bone data and depth data, and select all bone points of the target user; user ID refers to the unique Kinect2.0 sensing device The user tracking identifier is assigned to each user within the effective line of sight to distinguish which user the skeleton information belongs to; for example figure 2 shown, including the following steps:

[0070] A. Utilize the Kinect2.0 camera to obtain the bone data and depth data of all objects within the effective line of sight. The bone data refers to the coordinates of the bone points in the bone space coordinate system; the bone space coordinate system refers to: with the Kinect2.0 camera is the origin, the Z axis is in the same direction as the Kinect2.0 camera...

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Abstract

The present invention relates to a posture correction method based on depth information and skeleton information, comprising: (1) screening of effective skeleton points based on user ID and depth value of skeleton space coordinates; (2) smoothing the skeleton information, and placing the skeleton points in the Coordinate normalization in the bone space coordinate system; (3) Draw bone vectors and calculate the direction cosine value of each bone vector; (4) Obtain training data sets and test data sets; (5) Data sets are used as Bayesian regularization BP 25 skeleton points and 24 skeletal segments are identified by the Bayesian regularized BP neural network as the input of the neural network; (6) Result analysis and processing. The invention overcomes the defect that the color camera is susceptible to external interference such as light, can accurately track the human body within the field of view, and at the same time improves the naturalness of human-computer interaction.

Description

technical field [0001] The invention relates to a posture correction method based on depth information and bone information, and belongs to the technical field of intelligent perception and intelligent computing. Background technique [0002] In daily life, posture correction is used in many fields, for example, in medicine, it can be used for rehabilitation treatment of Parkinson's syndrome, muscle spasms and other movement disorders; in education, it can be used for teaching basketball, rhythmic gymnastics, dance and other projects; In terms of fitness and entertainment, it can be used for posture correction in yoga, Pilates and other projects to help bodybuilders achieve the desired fitness effect. According to reports, among Asians over the age of 40, one out of every three may suffer from Locomotive Syndrome. Reasonable exercise therapy is an essential rehabilitation method for this type of disease, and gymnastics , Yoga, Pilates and other projects, the quality of the ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06N3/08G06F3/01
CPCG06F3/011G06N3/084G06V40/20
Inventor 许宏吉孙君凤房海腾周英明潘玲玲党娟李菲菲
Owner SHANDONG UNIV
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