A method and apparatus for analyzing emotional data

A data and emotion technology, applied in the field of data analysis, can solve problems such as emotion recognition of pictures that cannot be taken together

Inactive Publication Date: 2019-03-22
MIGU CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] The existing technology can only perform emotion recognition on a picture containing a single person, but cannot perform emotion recognition on a group photo containing multiple people

Method used

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  • A method and apparatus for analyzing emotional data
  • A method and apparatus for analyzing emotional data
  • A method and apparatus for analyzing emotional data

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Embodiment Construction

[0046] Specific embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention.

[0047] figure 1 It is a schematic flow diagram of an analysis method for emotional data in an embodiment of the present invention; as figure 1 As shown, the method includes:

[0048] Step 101, performing feature extraction on the sample data of the group photo image to obtain facial feature data, environment feature data and human skeleton feature data in the sample data;

[0049] Here, the group photo image may specifically be an image including at least two portraits of people.

[0050] Specifically, the method is mainly applied to an image processing terminal having an image processing function, and the image processing terminal may be a mobile phone, a co...

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Abstract

The invention discloses a method for analyzing emotional data. The method comprises the following steps: extracting features from sample data of a group photo image to obtain facial feature data, environmental feature data and human skeleton feature data in the sample data; performing Feature fusion of facial feature data, environmental feature data and / or human skeleton feature data to obtain fusion feature data other than the facial feature data, the environmental feature data and / or human skeleton feature data; The face classifier after training, the environment classifier after training, respectively adopting the human skeleton classifier after training and the fusion classifier after training to carry out image recognition on the target data of the group photograph image, and the emotional attributes corresponding to the target data are determined according to the recognition results. The invention also provides a device for emotion data.

Description

technical field [0001] The invention relates to data analysis technology, in particular to a method and device for analyzing emotional data. Background technique [0002] The prior art can only perform emotion recognition on a picture containing a single person, but cannot perform emotion recognition on a group photo containing multiple people. Contents of the invention [0003] In order to solve the above technical problems, the embodiments of the present invention provide a method and device for analyzing emotion data. [0004] The technical scheme of the embodiment of the present invention is realized like this: [0005] According to an aspect of the embodiments of the present invention, there is provided a method for analyzing emotional data, the method comprising: [0006] Carry out feature extraction to the sample data of group photo image, obtain facial feature data, environment feature data and human skeleton feature data in described sample data; [0007] perfo...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62
CPCG06V40/174G06V40/172G06F18/24
Inventor 徐嵚嵛李琳周冰崔兴宇
Owner MIGU CO LTD
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