English(EN) Topology-Aware Global-Local Mamba Networks for Palm Vein Biometrics

新的拓扑感知骨干网络增强掌静脉生物识别

作者 PulseAugur 编辑部 · [1 个来源] · 2026-08-09 23:04

研究人员开发了一种新颖的拓扑感知全局-局部骨干网络，用于掌静脉识别这一细粒度生物识别任务。该方法将多尺度局部特征与结构引导的方向流以及使用六个拓扑感知块的全局路径相结合。该系统在公共数据集上实现了高精度，在参数数量和EER方面优于ResNet50和ViT-S等现有方法。 AI

影响通过整合局部、结构和全局特征，引入了一种新的生物识别方法，有望提高身份识别系统的准确性。

排序理由该项目描述了一篇详细介绍一种新颖的生物识别方法的最新研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

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Hugging Face Daily Papers TIER_1 English(EN) · 2026-08-09 23:04

面向掌静脉生物识别的拓扑感知全局-局部Mamba网络

Palm-vein recognition is a fine-grained biometric task in which both local vascular texture and the global layout of the vessel tree carry discriminative information, while public datasets remain limited. We propose a topology-aware global-local backbone that combines multi-scale…