Dual-stream interactive mechanism with multi-modal hierarchical aggregation transformer for gait recognition

Abstract Gait recognition, as an advanced biometric technology, offers distinctive advantages in long-distance identification and low-resolution scenarios. Nevertheless, current gait recognition methodologies predominantly rely on unimodal approaches, leading to suboptimal recognition performance. W...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Jinghang Liu, Xiangyuan Xu, Yan Qiu, Chunzhi Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Online Access:https://doi.org/10.1038/s41598-025-10930-1