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Smart campus identity recognition method and system based on big data

An identity recognition and big data technology, applied in the computer field, can solve the problems of low identity recognition accuracy and inability to effectively identify users

Pending Publication Date: 2020-05-19
广东马上信息科技有限公司
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In order to solve the technical problem that most of the intelligent campus identification systems in related technologies cannot effectively identify users whose facial contours change with age, and the accuracy of identification is low, the present invention provides a smart campus based on big data Identification method and system

Method used

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  • Smart campus identity recognition method and system based on big data
  • Smart campus identity recognition method and system based on big data
  • Smart campus identity recognition method and system based on big data

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Embodiment Construction

[0057] Reference will now be made in detail to 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 invention. Rather, they are merely examples of apparatuses and methods consistent with aspects of the invention as recited in the appended claims.

[0058] figure 1 It is a flow chart of a big data-based smart campus identification method shown according to an exemplary embodiment. Such as figure 1 As shown, this method includes the following steps.

[0059] Step 101 , the identity recognition system detects whether a user enters the recognition area, if yes, triggers execution of step 102 ; if not, continues execution of step 101 .

[0060]...

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Abstract

The invention discloses a smart campus identity recognition method and system based on big data. The method comprises the steps of when it is detected that a user enters an identification area, collecting biological characteristic data of the user; extracting a face image of the target user from the biological feature data; performing feature recognition on the face image by using a face recognition model to obtain target identity features corresponding to the face image; wherein the face recognition model is a deep convolutional neural network model, and the face recognition model is formed by training a general face database and a cross-age face database; matching the target identity feature with a plurality of sample identity features; and performing identity recognition according to amatching result. By implementing the embodiment of the invention, the identity recognition accuracy can be improved.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a big data-based smart campus identification method and system. Background technique [0002] Smart campus is the top-level design of national education informatization. With the rapid development and rapid marketization of advanced information technologies such as big data, cloud computing and the Internet of Things, the concept of smart campus has been mentioned by the education system with the popularity of smart concepts such as "smart earth" and "smart city". schedule. The concept of smart campus is to realize rapid information exchange and management of various applications in the campus, including human, financial, and material, so as to improve the efficient and orderly development of daily teaching, learning, research, management and other business activities in the campus. In terms of campus security, library management, asset management, etc., the Internet techno...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06N3/04G06N3/08G06Q50/20
CPCG06N3/08G06Q50/205G06V40/172G06V40/168G06N3/045
Inventor 梁强昭
Owner 广东马上信息科技有限公司
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