Emotion recognition modeling method, emotion recognition method and apparatus, and intelligent device

A technology for emotion recognition and model building, applied in character and pattern recognition, instruments, computer parts, etc., can solve problems such as difficulty in ensuring objective and accurate recognition results and large individual differences

Inactive Publication Date: 2016-08-24
BOE TECH GRP CO LTD
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  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

Among them, the method of emotional recognition using brain measurement is to use instruments, equipment and other auxiliary tools to comprehensively evaluate the human

Method used

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  • Emotion recognition modeling method, emotion recognition method and apparatus, and intelligent device
  • Emotion recognition modeling method, emotion recognition method and apparatus, and intelligent device
  • Emotion recognition modeling method, emotion recognition method and apparatus, and intelligent device

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Embodiment Construction

[0038] 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 making creative efforts belong to the protection scope of the present invention.

[0039] In order to solve the problem of inaccurate emotion recognition caused by large individual differences among the subjects in the prior art, an embodiment of the present invention proposes a method for establishing an emotion recognition model to establish an emotion recognition model that can be accurately recognized, objectively , Accurately realize the recognition of emotions.

[0040] figure 1 It is a flowchart of a method for establishing an emotio...

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Abstract

The invention provides an emotion recognition modeling method, an emotion recognition method and apparatus, and an intelligent device. The emotion recognition modeling method comprises the steps of acquiring emotional characteristics information of a subject under different emotions; classifying the emotional characteristics information to obtain model training data; conducting learning and training of the model training data to obtain a training model; and verifying the training model and correcting classification parameters of the training model based on the verification result to obtain an emotion recognition model. The invention conducts model training based on the model training data obtained via the emotional characteristics information under different emotions, verifies the obtained training model, selects the optimal parameters for correcting the model, and therefore achieves the establishment of the emotion recognition model capable of accurate recognition.

Description

technical field [0001] The invention relates to the technical field of intelligent hardware, in particular to a method and device for establishing an emotion recognition model, an emotion recognition method and device, and an intelligent device. Background technique [0002] Emotion is a state that integrates people's feelings, thoughts, and behaviors. It includes people's psychological responses to external or self-stimuli, as well as the physiological responses that accompany such psychological responses. [0003] With the development of human-computer interaction technology, traditional human-computer interaction technology has gradually changed to the direction of intelligent interaction and natural interaction. The focus of human-computer interaction has also evolved from defining interaction methods and designing interaction semantics to focusing on user emotions, and then mining the implicit needs of users. One of the main tasks of realizing natural human-computer in...

Claims

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Application Information

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IPC IPC(8): G06K9/62
CPCG06F18/2414G06F18/24147G06F18/24155G06F18/2411G06F18/24G06F18/214
Inventor 李慧
Owner BOE TECH GRP CO LTD
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