MCDGait: multimodal co-learning distillation network with spatial-temporal graph reasoning for gait recognition in the wild
Jianbo Xiong,
Shinan Zou,
Jin Tang
et al.
Abstract:Gait recognition in the wild has attracted the attention of the academic community. However, existing unimodal algorithms cannot achieve the same performance on in-the-wild datasets as in-the-lab datasets because unimodal data have many limitations in-the-wild environments. Therefore, we propose a multimodal approach combining silhouettes and skeletons and formulates the multimodal gait recognition problem as a multimodal co-learning problem. In particular, we propose a multimodal co-learning distillation netw… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.