Psychological health assessment method and device based on expression recognition and storage medium
A mental health and facial expression recognition technology, applied in the field of image recognition, can solve the problems of lack of real-time and accuracy, and achieve the effect of improving mental health and improving accuracy.
Pending Publication Date: 2019-10-08
ONE CONNECT SMART TECH CO LTD SHENZHEN
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[0006] The main purpose of this application is to solve the technical problems such as the lack of real-time and accuracy of the existing mental health assessment methods, and propose a mental health assessment method based on facial expression recognition. Recognition; according to the mapping relationship between expression types and mental health levels, the mental health values corresponding to the expressions are obtained respectively, and the average value of each mental health value is calculated; the average value is obtained based on the user's usual life expressions, which can be real-time, comprehensive and objective Reflects the user's mental health status within a few days; in addition, based on the average value, the user's mental health evaluation and mental health guidance can effectively assist the user to adjust their mentality, thereby improving the user's mental health status
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[0040] It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application.
[0041]Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "the" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the specification of the present application refers to the presence of the features, procedures, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Procedures, steps, operations, elements, components and / or groups thereof.
[0042] figure 1 It is a flowchart of a mental health assessment method based on facial expression recognition in some embodiments of the present application. The mental health assessment method based on facial expression recognition is executed by a mental health assessment device based on fa...
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The invention relates to the technical field of artificial intelligence, and provides a psychological health assessment method and device based on expression recognition and a storage medium. The psychological health assessment method includes the steps: extracting facial features in each facial image through a convolutional neural network to obtain a facial feature set; inputting the facial feature set into an expression recognition model to obtain an expression set output by the expression recognition model, wherein the expression set comprises a plurality of expressions; according to a mapping relationship between the expression type and the psychological health parameter, respectively obtaining a psychological health value corresponding to each expression; calculating an average valueof the psychological health values; and obtaining a psychological health evaluation result and a psychological health guidance result corresponding to the average value according to the mapping relation among the average value, the psychological health evaluation result and the psychological health guidance result. According to the psychological health assessment method, the psychological health state of the user within several days can be comprehensively and objectively reflected in real time, and the psychological health assessment accuracy is effectively improved.
Description
technical field [0001] The present application relates to the technical field of image recognition, in particular to a mental health assessment method, device and storage medium based on facial expression recognition. Background technique [0002] Mental health refers to all aspects of the mind and the process of activities in a good or normal state. The ideal state of mental health is to maintain a state of perfect character, normal intelligence, correct cognition, appropriate emotion, reasonable will, positive attitude, appropriate behavior and good adaptation. [0003] Depression is one of the most important and recurring problems of human psychological disorders. From a psychological point of view, depression is the consequence of ineffective coping with life stress, with emotional disorders as the core, including depression, feelings of worthlessness, helplessness and hopelessness A series of physical and mental discomfort manifestations such as a sense of sensation an...
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IPC IPC(8): G06K9/00G06K9/40G06N3/04G16H50/30
CPCG16H50/30G06V40/174G06V40/168G06V10/30G06N3/045
Inventor 杨灵
Owner ONE CONNECT SMART TECH CO LTD SHENZHEN