RealGait: Gait Recognition for Person Re-Identification. (arXiv:2201.04806v1 [cs.CV])

Human gait is considered a unique biometric identifier which can be acquired
in a covert manner at a distance. However, models trained on existing public
domain gait datasets which are captured in controlled scenarios lead to drastic
performance decline when applied to real-world unconstrained gait data. On the
other hand, video person re-identification techniques have achieved promising
performance on large-scale publicly available datasets. Given the diversity of
clothing characteristics, clothing cue is not reliable for person recognition
in general. So, …

arxiv cv identification person