Core Concepts
MaskFi ermöglicht die unsupervised Multimodal-HAR-Lösung durch die Nutzung von WiFi und Video Daten.
Stats
Existing solutions using WiFi and vision modalities rely on massive labeled data that are very cumbersome to collect.
MaskFi requires only a small amount of annotated data for finetuning and can adapt to the new environment with better performance.
Extensive experiments on two WiFi-vision datasets collected in-house show that MaskFi achieves human activity recognition and human identification in terms of both robustness and accuracy.
Quotes
"MaskFi ermöglicht die unsupervised Multimodal-HAR-Lösung durch die Nutzung von WiFi und Video Daten."