Automatic positioning method and device for human body acupuncture points and electronic equipment

An automatic positioning and acupoint technology, applied in the field of medical devices, can solve problems such as poor scalability and popularity, high labor and time costs, and low diagnostic efficiency, and achieve good scalability and universality, efficiency and accuracy. High, fast detection and analysis results

Active Publication Date: 2021-12-28
北京鹰之眼智能健康科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This method of manual identification of acupoints and meridians and manual analysis is difficult to standardize due to the unevenness and subjective assumptions of the map readers in terms of computer map reading software, theoretical knowledge of traditional Chinese medicine, and infrared thermal imaging technology map reading and analysis. , there are discrepancies and inaccuracies in the analysis results
Furthermore, the above-mentioned method of manually identifying acupoints and meridians and manually analyzing them has low diagnostic efficiency, high manpower and time costs, and poor scalability and popularity.

Method used

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  • Automatic positioning method and device for human body acupuncture points and electronic equipment
  • Automatic positioning method and device for human body acupuncture points and electronic equipment
  • Automatic positioning method and device for human body acupuncture points and electronic equipment

Examples

Experimental program
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Effect test

Embodiment 1

[0074] Referring to Figure 1(a), which is a schematic diagram of the steps of an automatic positioning method for human acupoints provided by the embodiment of this specification, combined with the flow chart shown in Figure 1(b), the method may include the following steps:

[0075] Step 102: Obtain an infrared image of a target human body of the human body to be detected.

[0076] The example of the present invention takes the collection of the back view of the whole body of the human body as an example. The person to be collected needs to take off the whole body of clothing so that the temperature characteristics of the whole body surface of the front of the human body can be collected by the infrared camera without any shielding. If wearing clothes, it will radiate heat to the body surface Due to occlusion, the body surface temperature characteristics cannot be fully collected, which will affect the detection and identification of human body temperature and subsequent automa...

Embodiment 2

[0115] Referring to Figure 11(a), the embodiment of this specification also provides a schematic diagram of the steps of a method for automatic positioning of human acupuncture points and meridians, combined with the flow chart shown in Figure 11(b), the method may include the following steps:

[0116] Step 202: Obtain an infrared image of a target human body of the human body to be detected.

[0117] Step 204: Perform an image preprocessing operation on the infrared image of the target human body.

[0118] Optionally, the image preprocessing operation includes at least one or a combination of the following operations: Gaussian filtering, gamma transformation, contrast transformation and global histogram transformation.

[0119] It should be understood that for the specific operations and effects of Step 202 and Step 204 in Embodiment 2, reference may be made to Step 102 and Step 104 in Embodiment 1, and details are not repeated here.

[0120] Step 206: Determine the neural n...

Embodiment 3

[0136] Referring to Figure 12(a), the automatic positioning device for human body acupuncture points provided by the embodiment of this specification may include:

[0137] An acquisition module 302, configured to acquire an infrared image of a target human body of a human body to be detected;

[0138] A preprocessing module 304, configured to perform an image preprocessing operation on the infrared image of the target human body;

[0139] Model design module 306, for determining the neural network model to be trained based on the selected neural network algorithm;

[0140] A training module 308, configured to train the neural network model to be trained: obtain a sample data set, and perform an image preprocessing operation on each sample data in the sample data set, wherein the sample data set includes a plurality of people Body infrared images, and each human body infrared image is marked with the position of J acupuncture points; the sample data set after the image preproc...

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Abstract

One or more embodiments of the invention disclose an automatic positioning method and device for human body acupuncture points and electronic equipment. The method comprises the following steps: acquiring a target human body infrared image; performing image preprocessing operation on the target human body infrared image; determining a to-be-trained neural network model based on a selected neural network algorithm; training the to-be-trained neural network model, and determining the optimal neural network model as an acupuncture point prediction model; inputting the target image obtained after image preprocessing operation into the acupuncture point prediction model, obtaining J acupuncture point confidence maps, making each acupuncture point correspond to one acupuncture point confidence map, and marking each acupuncture point confidence map with corresponding acupuncture point confidence distribution; and respectively determining the positions corresponding to the maximum confidence in the corresponding acupuncture point confidence maps of the J acupuncture points as the positions of the acupuncture points in the target human body infrared image. Therefore, the positioning and analysis accuracy is improved, the manpower and time cost is saved, and the positioning and analysis efficiency, expandability and universality are improved.

Description

technical field [0001] This document relates to the technical field of medical devices, in particular to an automatic positioning method, device and electronic equipment for acupuncture points on a human body. Background technique [0002] Infrared thermal imaging technology has been used in medicine for more than 40 years. The human body is an organic whole of tissue metabolism, which continuously performs metabolic operations, continuously produces heat and dissipates heat through tissue metabolism, blood circulation and other activities, and generally presents a state of thermodynamic equilibrium. Using infrared thermal imaging technology to analyze the body surface temperature of the human body, it is possible to obtain the temperature position of some unbalanced states, thereby diagnosing the corresponding diseases. The yin-yang balance theory of human meridians and acupuncture points is one of the core theories of traditional Chinese medicine. Infrared thermal imaging...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/00A61B5/01
CPCA61B5/00A61B5/015A61B5/4887A61B5/7267A61B5/7246
Inventor 付家为孙林林常嘉王纯良崔德琪
Owner 北京鹰之眼智能健康科技有限公司
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