Depression degree evaluation method, system and device and storage medium

A depression and degree technology, applied in the field of depression assessment, can solve complex problems such as depression, and achieve the effect of high assessment accuracy and strong robustness

CN113517064APending Publication Date: 2021-10-19SOUTH CHINA NORMAL UNIVERSITY
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Patent Information

Authority / Receiving Office
CN · China
Current Assignee / Owner
Publication Date
2021-10-19

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Abstract

The invention discloses a depression degree evaluation method, system and device and a storage medium. The method comprises the following steps: acquiring a first video, wherein the first video is a video containing character expression change and character voice; randomly intercepting a first group of pictures, wherein the first group of pictures are continuous multi-frame pictures in the first video; inputting the first group of pictures into a facial expression recognition model for processing to obtain a plurality of expression feature vectors; inputting the plurality of expression feature vectors into a micro-expression depression recognition model for processing to obtain a first score; extracting a first audio, wherein the first audio is a voice segment corresponding to the first group of pictures; inputting the first audio into a voice depression recognition model for processing to obtain a second score; and evaluating the depression degree according to the first score and the second score. According to the method, the depression degree is evaluated by effectively combining the two indexes of voice and micro-expression, the evaluation precision is higher, and the robustness is higher. The method can be widely applied to the technical field of depression evaluation.
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Description

technical field

[0001] The invention relates to the technical field of depression evaluation, in particular to a method, system, device and storage medium for evaluating the degree of depression. Background technique

[0002] Depression is one of the most common mental illnesses today. According to the World Health Organization survey in 2021, about 350 million people worldwide suffer from depression, of which about 65% have thought of suicide, and about 15% have committed suicide. There are many symptoms of this disease, often manifested as long-term depression, indulging in bad emotions, such as sadness, guilt, low self-esteem, loss of interest, functional decline, etc., which seriously affects people's physical and mental health. Society is a great loss. Therefore, early detection of depression, timely treatment, and nip the problem in the bud are the key to solving the problem; however, the process of detecting depression in the hospital is very complicated, and many p...

Examples

Embodiment Construction

[0056] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention.

[0057] In the description of the present invention, it should be understood that the orientation descriptions, such as up, down, front, back, left, right, etc. indicated orientations or positional relationships are based on the orientations or positional relationships shown in the drawings, and are only In order to facilitate the description of the present invention and simplify the description, it does not indicate or imply that the device or element referred to must have a specific orientation, be constructed and operated in a specific ...