Multi-mode intelligent emotion sensing system

An emotion perception and multi-modal technology, applied in the field of emotion recognition, can solve the problems of low accuracy, inability to perceive a variety of information that can represent emotions, and ignore the intensity of emotions, so as to achieve the effect of accurate recognition

Inactive Publication Date: 2017-09-29
HARBIN INST OF TECH SHENZHEN GRADUATE SCHOOL
View PDF9 Cites 127 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0008] 1. Poor integration: The signal collected by the existing technology is relatively single, and the measurement of multiple signals needs to be connected to a variety of different devices
It is impossible to collect multiple information at the same time, that is, it is unable to perceive a variety of information that can represent emotions in the subject's current emotional state
[0009] 2. Low accuracy: Relying on single-modal signals cannot accurately identify real emotions, and there will be duplicity
[0010] 3. Ignoring the measurement of emotional intensity: Existing technologies often only focus on the identification of emotional types, while ignoring the measurement of emotional intensity
Ignoring the measurement of emotional intensity will not be able to achieve real-time and accurate perception of e

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-mode intelligent emotion sensing system
  • Multi-mode intelligent emotion sensing system
  • Multi-mode intelligent emotion sensing system

Examples

Experimental program
Comparison scheme
Effect test

Example Embodiment

[0049] Such as figure 1 As shown, the present invention discloses a multi-modal intelligent emotion perception system, including an acquisition module, a recognition module, and a fusion module. The acquisition module includes a video acquisition device, an image acquisition device, a voice acquisition device, a motion capture device, and a physiological signal Collection device, the collection module can be contact collection or non-contact collection. The recognition module includes an expression-based emotion recognition unit, a voice-based emotion recognition unit, a behavior-based emotion recognition unit, and a physiological signal-based emotion recognition unit. The emotion component of each emotion recognition unit can be obtained through the recognition module, and the emotion component includes the emotion type and the emotion intensity. The fusion module is to fuse the emotion components of the emotion recognition units in the recognition module to realize the accura...

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 provides a multi-mode intelligent emotion sensing system comprising a collecting module, a recognition module, and a fusion module. The recognition module consists of an emotion-based emotion recognition unit, a voice-based emotion recognition unit, a behavior-based emotion recognition unit, and a physiological-signal-based emotion recognition unit. All emotion recognition units in the recognition module carry out recognition on multi-mode information to obtain emotion components including emotion types and emotional intensities; and the fusion module fuses the emotion components of the recognition module to realize accurate sensing of body emotions. The multi-mode intelligent emotion sensing system has the following beneficial effects: compared with the prior art, the system is capable of identify emotions accurately to detect real emotions of users with thinking and behaving in disagreement effectively.

Description

technical field [0001] The invention relates to the technical field of emotion recognition, in particular to a multimodal intelligent emotion perception system. Background technique [0002] The current technology is as follows: [0003] 1. An intelligent gender and emotion recognition detection system and method based on vision and voice, the system includes an image-based emotion and gender recognition module, which is used to recognize the emotions of people in the car according to the face image, and perform vehicle detection based on the face. The gender recognition of the people in the car; the voice-based emotion and gender recognition module is used to carry out the emotion recognition of the people in the car according to the human voice, and the gender recognition of the people in the car according to the voice; the fusion module is used to identify the gender The results of matching and emotion recognition are fused, and sent to the personalized intelligent voice...

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
IPC IPC(8): G06K9/00G06K9/62G10L15/24
CPCG10L15/24G06V40/16G06V40/174G06V40/178G06V40/20G06V20/49G06F18/253
Inventor 马婷陈杨王焕焕李杰李北京
Owner HARBIN INST OF TECH SHENZHEN GRADUATE SCHOOL
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