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Automatic near-infrared face registration and recognition method, device and system and storage medium

A near-infrared and infrared human technology, applied in the field of face recognition, can solve problems such as lack of training data

Active Publication Date: 2018-11-23
BEIJING KUANGSHI TECH +1
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Problems solved by technology

Another category is the near-infrared face recognition system, whose disadvantage is the lack of a large amount of training data

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  • Automatic near-infrared face registration and recognition method, device and system and storage medium
  • Automatic near-infrared face registration and recognition method, device and system and storage medium
  • Automatic near-infrared face registration and recognition method, device and system and storage medium

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Embodiment Construction

[0072] In order to make the objects, technical solutions and advantages of the present invention more apparent, exemplary embodiments according to the present invention will be described in detail below with reference to the accompanying drawings. Apparently, the described embodiments are only some embodiments of the present invention, rather than all embodiments of the present invention, and it should be understood that the present invention is not limited by the exemplary embodiments described here. Based on the embodiments of the present invention described in the present invention, all other embodiments obtained by those skilled in the art without creative effort shall fall within the protection scope of the present invention.

[0073] In order to solve the problems described above, embodiments of the present invention provide an automatic near-infrared face registration method and device, and a corresponding automatic near-infrared face recognition method and device. The ...

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Abstract

The embodiment of the invention provides an automatic near-infrared face registration method and device, an automatic near-infrared face recognition method and device and a storage medium. The automatic near-infrared face registration method comprises the steps that S210, a face near-infrared image which contains a target face and is automatically collected by a near-infrared camera while an RGB camera collects a face RGB image containing the target face is automatically acquired; S220, a target near-infrared image containing the target face is obtained at least based on the face near-infraredimage; S230, target object information relevant to the target face in the face RGB image is acquired, wherein the target object information is identification information of an object having the target face; S240, near-infrared registration information corresponding to the target face is obtained at least based on the target near-infrared image and the target object information; and S250, the near-infrared registration information is stored into a near-infrared base library. In this way, the requirement on user cooperation is low, user experience is good, and the face recognition rate is high.

Description

technical field [0001] The present invention relates to the field of face recognition, and more specifically to an automatic near-infrared face registration method, device and system, an automatic near-infrared face recognition method, device and system, and a storage medium. Background technique [0002] At present, the face recognition system can be divided into two main types. One is the RGB face recognition system imaging in the RGB visible light band, which is characterized by a wide range of training data sources. After the deep learning system is widely used in recent years, its recognition accuracy has surpassed Human eyes, widely used in online and offline systems. Another big category is the near-infrared face recognition system, whose disadvantage is the lack of a large amount of training data. In addition, before the near-infrared face recognition system is used, the user (that is, the person who needs to perform face recognition) needs to pre-register its near-...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/20
CPCG06V40/16G06V40/50G06V10/143
Inventor 曹志敏
Owner BEIJING KUANGSHI TECH
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