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

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...

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.

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