沈阳航空航天大学学报2026，Vol.43Issue(1)：73-82,10.DOI:10.3969/j.issn.2095-1248.2026.01.010
人体步态深度识别方法及其在民航安防中的应用
Deep learning-based gait recognition methods and its applications in civil aviation security
摘要
Abstract
To gain an in-depth understanding of the latest research advances in gait recognition,the existing studies were comprehensively reviewed and summarized,with a focus on discussing the strengths and weaknesses of deep learning-based gait recognition methods,as well as outlining their applications and prospects in civil aviation security.The results show that deep learning methods have significantly improved the accuracy and robustness of gait recognition,demonstrating greater potential in civil aviation security scenarios such as suspectassisted identification and intelligent earlywarning.关键词
步态识别/深度学习/智能安防/步态特征/图像处理Key words
gait recognition/deep learning/smart security/gait features/image processing分类
信息技术与安全科学引用本文复制引用
沈喆,赵雨晴,孙鹏,吴毅飞..人体步态深度识别方法及其在民航安防中的应用[J].沈阳航空航天大学学报,2026,43(1):73-82,10.基金项目
公安部重点实验室开放课题(项目编号:HJKF201907) （项目编号:HJKF201907）
辽宁省教育厅科技创新团队项目(项目编号:LJ222410175007) （项目编号:LJ222410175007）
辽宁省研究生教育教学改革研究资助项目(项目编号:LNYJG2023317). （项目编号:LNYJG2023317）
