Method for extracting features of skin diseases based on image identification

Abstract

The invention discloses a method for extracting the features of skin diseases based on image identification. The method comprises the following steps: firstly, preprocessing collected sample skin disease images; secondly, vertically segmenting the images, and carrying out corresponding geometric transformation; thirdly, extracting the feature areas of different skin diseases through image segmentation, and doing statistics of the texture feature related parameters; and finally, identifying the diseases through a support vector machine. The features of skin diseases are extracted and identified through image processing according to the different features presented by different skin diseases. The operation is simple. Misjudgment caused by doctors' conclusion on the current symptoms based on years of experience can be reduced, and the accuracy of identification can be improved. The disease type can be identified accurately through image identification, and the right remedy can be prescribed, in order to alleviate the pain of patients and enable patients to be treated at the best time.

Description

technical field [0001] The invention belongs to the technical field of image recognition, and in particular relates to a skin disease feature extraction method based on image recognition. Background technique [0002] With the development of society and technology, people pay more and more attention to their physical and mental health, and skin safety has become one of the most concerned physical and mental health conditions. However, there are more and more types of human skin diseases and they are more and more complicated. Most of the early consultations rely on doctors’ years of experience and their own subjective judgments to draw conclusions about the current symptoms, which will inevitably lead to misjudgments and delays in treatment. The best time will seriously affect the patient's health. Since the traditional method of identifying skin diseases can no longer meet the requirements of modern people, a skin disease feature extraction method based on image recognitio...

AI Technical Summary

Problems solved by technology

However, there are more and more types of human skin diseases and they are more and more complicated. Most of the early consultations rely on doctors’ years of experience and their own subjective judgments to draw conclusions about the current symptoms, which will inevitably lead to misjudgments and delays in treatment. The best time to seriously affect the patient's health

Since the traditional method of identifying skin diseases can no longer meet the requirements of modern people, a skin disease feature extraction method based on image recognition is proposed

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