GaitSTR: Gait Recognition with Sequential Two-stream Refinement

arXiv:2404.02345v1 Announce Type: new
Abstract: Gait recognition aims to identify a person based on their walking sequences, serving as a useful biometric modality as it can be observed from long distances without requiring cooperation from the subject. In representing a person's walking sequence, silhouettes and skeletons are the two primary modalities used. Silhouette sequences lack detailed part information when overlapping occurs between different body segments and are affected by carried objects and clothing. Skeletons, comprising joints and bones connecting the …

abstract arxiv biometric cs.cv identify person recognition type walking