Method for detecting human health based on micro-expressions

The invention discloses a method for detecting human health based on micro-expressions, and relates to the technical field of human detection. The method comprises the following steps: recognizing thefacial micro-expressions of a testee, and carrying out the training of a facial micro-expression mod...

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Bibliographische Detailangaben
Hauptverfasser: HU YIREN, ZHANG DEPING, CHEN MANKE, DU YIXUAN
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses a method for detecting human health based on micro-expressions, and relates to the technical field of human detection. The method comprises the following steps: recognizing thefacial micro-expressions of a testee, and carrying out the training of a facial micro-expression model; recognizing the voice emotion of the testee, and training a voice emotion model; performing model fusion on the micro-expression model and the voice emotion model through a method of summing a decision layer; after the facial micro-expression model and the voice emotion model are fused, outputting the micro-expression features and determining the health condition according to corresponding labels corresponding to the micro-expression features. According to the invention, the micro-expressions are obtained through the characteristics of the face and the voice, then the health condition is detected through the label, through a non-contact mode, the detection time is short, the detection efficiency is high, meanwh