Campus identity intelligent management system based on face recognition technology

Abstract

The invention relates to the technical field of face recognition, and discloses a campus identity intelligent management system based on a face recognition technology, The campus identity intelligentmanagement system comprises the following step of 1) face detection and tracking, which are implemented by detecting storage of faces from various scenes, accurately separating regions of the faces from the scenes, and partitioning all face images in a picture library. The invention further discloses a distributed storage method based on user big data behavior feedback data. By carrying out 3D regularization in the aspect of face regularization, intuitive understanding of human eyes is facilitated, the later machine learning and face recognition effects are improved, and feature processing isoptimized and learned by using a double-layer heterogeneous deep neural network, so that the discrimination of a human face is stronger, the recognition effect is better, mapping from different imagespaces to the same feature space is realized, and in the feature space, the intra-class difference of human face images with the same identity is reduced, and the inter-class difference of human faceimages with different identities is increased.

Description

Technical field [0001] The present invention relates to the technical field of face recognition, in particular to a campus identity intelligent management system based on face recognition technology. Background technique [0002] There are a large number of people with different identities on campus, including not only students and teachers who study and work on campus, but also logistics staff, alumni, visiting scholars, parents of students, short-term exchange personnel outside the school, tourists and other personnel. Under the background of the construction of non-walled universities, how to effectively manage the identities of different personnel should not only ensure the physical security of the campuses of the non-walled universities, but also provide different services to various identities, and improve the overall management and service level of the university It has become an important issue. In recent years, face recognition technology has achieved rapid development. ...

AI Technical Summary

Problems solved by technology

[0006] Aiming at the deficiencies of the prior art, the present invention provides a campus identity intelligent management system based on face recognition technology, which has the advantages of face recognition and solves the problem of traditional face recognition technology, especially when the ambient light changes. will drop sharply and cannot meet the needs of the actual system

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