Multi-modal nervous emotion recognition method and device, equipment and storage medium

A technology of nervousness and identification methods, applied in the field of intelligent identification, can solve problems that affect workers' work efficiency and increase safety risks, and achieve the effect of avoiding risks

Pending Publication Date: 2022-04-19
GUANGDONG POWER GRID CO LTD +1
View PDF7 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

When workers are overly nervous, it will affect the work efficiency of workers and increase safety risks

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Multi-modal nervous emotion recognition method and device, equipment and storage medium
  • Multi-modal nervous emotion recognition method and device, equipment and storage medium
  • Multi-modal nervous emotion recognition method and device, equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0035] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0036] It should be understood that the step numbers used herein are only for convenience of description, and are not intended to limit the order in which the steps are performed.

[0037] It should be understood that the terminology used in the description of the present invention is for the purpose of describing particular embodiments only and is not intended to limit the present invention. As used in this specification and the appended claims, the singular forms...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a multi-mode nervous emotion recognition method and device, equipment and a storage medium, and relates to the technical field of intelligent recognition. The method comprises the following steps: acquiring a face video, an electroencephalogram signal and a skin electric signal of a testee; performing feature fusion on the face video, the electroencephalogram signal and the skin electric signal by using canonical correlation analysis of an attention mechanism to obtain a fusion feature; and inputting the fusion features into an emotion classification model to obtain an emotion classification result. Feature fusion can be carried out by combining the face video, the electroencephalogram signal and the skin electric signal, whether the emotion of the testee is suitable for dangerous work or not is detected in multiple aspects, and risks are avoided in advance.

Description

technical field [0001] The present invention relates to the technical field of intelligent recognition, and in particular to a method, device, equipment and storage medium for multimodal stress recognition. Background technique [0002] Nervous emotion detection is one of the important indicators to judge whether workers working at heights can continue to work. When workers are overly nervous, it will affect the work efficiency of workers and increase safety risks. By detecting the tension of workers, the working status of workers can be adjusted appropriately to avoid potential risks. Therefore, it is very necessary to identify the emotions of those who need to perform dangerous operations in advance. Contents of the invention [0003] The purpose of the present invention is to provide a multimodal nervous emotion recognition method, device, equipment and storage medium, so as to carry out emotional recognition on personnel who need to perform dangerous operations in ad...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/16A61B5/369A61B5/24A61B3/14A61B3/113A61B3/11
CPCA61B5/165A61B5/0077A61B5/369A61B5/24A61B3/14A61B3/113A61B3/112A61B5/7267
Inventor 刘羽中李华亮范圣平沈雅利王琪如熊超琳谢庭军翟永昌
Owner GUANGDONG POWER GRID CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap