Research on the Lip-Print Recognition Based on Multi-scale Feature

被引:0
作者
Zhou, Hongcheng [1 ]
机构
[1] Jinling Inst Technol, Sch Elect & Informat Engn, Nanjing, Peoples R China
来源
IOT AS A SERVICE, IOTAAS 2023 | 2025年 / 585卷
关键词
Lip-print recognition; Deep learning; Multi-scale feature fusion; Attention mechanism;
D O I
10.1007/978-3-031-70507-6_2
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
To address the problems of difficult feature extraction, small differences between texture information and recognition accuracy to be improved in lip-print recognition tasks, a lip-print recognition algorithm based on grouped multi-scale feature fusion is proposed. The ablation experimental results show that the improved recognition model achieves 98.56% recognition accuracy on the test set, and the model has strong generalization ability and feature refinement expression ability, which can provide support for the application of lip-print recognition technology in the field of identity verification.
引用
收藏
页码:16 / 21
页数:6
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