摘 要:自媒体发展势头迅猛,毕业典礼学位照在个人自媒体平台的发布已经非常普遍,毕业典礼现场的实时照片推送也因此变成了毕业生的刚需。文章结合七年来高校每年的毕业季为毕业生进行毕业学位照实时推送的实践,对学生毕业照片智能分发方案的不断升级优化的原因和解决的问题进行了分析,对最终采用的人脸识别技术作为底层实现的一些具体方案流程进行了介绍,并针对该方案涉及的两个关键技术细节进行了详细的阐述。
关键词:毕业学位照;人脸识别;智能分发;Arcface 人脸识别引擎
DOI:10.19850/j.cnki.2096-4706.2023.03.011
中图分类号:TP391.4;TP311 文献标识码:A 文章编号:2096-4706(2023)03-0048-04
Design and Implementation of Intelligent Distribution Scheme of University Graduation Degree Photos Based on Face Recognition Technology
XU Xiongtao, CHEN Mengxian
(South China Agricultural University, Guangzhou 510642, China)
Abstract: With the rapid development of We Media, posting graduation photos has been very common on personal We Media platforms. As a result, timely pushing of graduation ceremony photos has become a rigid demand for graduates. This paper summarizes the practice of timely photo pushing in college graduation seasons up to recent seven years, analyzes the reasons of upgrading and optimization, as well as the solved problems of intelligent distribution scheme for students' graduate photos. It introduces the finally used face recognition technology, which is used as the underlying implementation for some specific processes, and describes two key technical points involved in the scheme in detail.
Keywords: graduation degree photo; face recognition; intelligent distribution; Arcface face recognition engine
参考文献:
[1] Arcsoft 公司 .Arcface3.0 离线人脸识别 SDK 软件开发包详细接入介绍 [EB/OL].[2015-08-11].https://ai.arcsoft.com. cn/manual/docs#/128.
[2] 薛继伟,孙宇锐,辛纪元 . 基于 ArcFace 算法的人脸识别应用研究 [J]. 电子设计工程,2022,30(11):168-172.
[3] 李武军,王崇骏,张炜,等 . 人脸识别研究综述 [J]. 模式识别与人工智能,2006,19(1):58-66.
[4] 郑远攀,李广阳,李晔 . 深度学习在图像识别中的应用研究综述 [J]. 计算机工程与应用,2019,55(12):20-36.
[5] 卢宏涛,张秦川 . 深度卷积神经网络在计算机视觉中的应用研究综述 [J]. 数据采集与处理,2016,31(1):1-17.
作者简介:徐汹涛(1972.11—),男,汉族,江西南昌人,实验师,本科,研究方向:教育技术与教育装备;陈孟娴(1968.04—),女,汉族,广东汕头人,副教授,硕士,研究方向:高校计算机基础教育。