Wi-AM: Enabling Cross-Domain Gesture Recognition with Commodity Wi-Fi
Jiahao Xie,
Zhenfen Li,
Chao Feng
et al.
Abstract:RF-based gesture recognition systems outperform computer vision-based systems in terms of user privacy. The integration of Wi-Fi sensing and deep learning has opened new application areas for intelligent multimedia technology. Although promising, existing systems have multiple limitations: (1) they only work well in a fixed domain; (2) when working in a new domain, they require the recollection of a large amount of data. These limitations either lead to a subpar cross-domain performance or require a huge amoun… Show more
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