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Face identification method and apparatus

A face recognition and face image technology, applied in the field of face recognition, can solve problems such as reduced similarity and reduced accuracy of face recognition

Active Publication Date: 2015-03-11
XIAOMI INC
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  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, in the process of face recognition, it often occurs that the face posture, expression, lighting and other conditions in the photos are different, which leads to a decrease in the similarity between the feature vectors of the face feature extraction of the same person, thereby reducing the accuracy of face recognition. Rate

Method used

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  • Face identification method and apparatus

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Embodiment Construction

[0068] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.

[0069] figure 1 It is a flow chart of a face recognition method shown according to an exemplary embodiment, and the method is applied to a mobile terminal (for example, a smart phone or a tablet computer, etc.) or a server, such as figure 1 Shown, described face recognition method comprises the following steps:

[0070] In step S110, the photos are clustered according to the shooting...

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Abstract

The embodiment of the disclosure discloses a face identification method and apparatus. According to the face identification method, with cloths feature information of figures contained in a photo and / or photo shooting time information, weighting is carried out on a face distance of two figures. The more similar the cloths feature information of the two figures are, the shorter the face distance of the two figures will become, so that the similarity level of the two figures is increase; and the more different the cloths feature information of the two figures are, the longer the face distance of the two figures will become, thereby reducing the similarity level of the two figures. In conclusion, according to the method, similarity between face features of the five sense organs and faces of the two faces are taken into consideration and the influence on the face similarity of the photo feature information is also considered, thereby improving the accuracy of the face identification.

Description

technical field [0001] The present disclosure relates to the technical field of face recognition, and in particular to a face recognition method and device. Background technique [0002] Using face recognition technology, people in photos can be identified, and photos belonging to the same person can be classified into a cluster according to the people in photos. [0003] However, in the process of face recognition, it often occurs that the face posture, expression, lighting and other conditions in the photos are different, which leads to a decrease in the similarity between the feature vectors of the face feature extraction of the same person, thereby reducing the accuracy of face recognition. Rate. Contents of the invention [0004] In order to overcome the problems existing in related technologies, the present disclosure provides a face recognition method and device, and the embodiment of the present disclosure discloses the following technical solutions: [0005] Acc...

Claims

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Application Information

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IPC IPC(8): G06K9/00
CPCG06V40/167G06V40/168
Inventor 陈志军张波张涛
Owner XIAOMI INC
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