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cs.CR2024
EarCapAuth: Biometric Method for Earables Using Capacitive Sensing Eartips
Richard Hanser, Tobias Röddiger, Till Riedel +1
Earphones can give access to sensitive information via voice assistants which demands security methods that prevent unauthorized use. Therefore, we developed EarCapAuth, an authent…
cs.AI2024
Explainable Deep Learning Framework for Human Activity Recognition
Yiran Huang, Yexu Zhou, Haibin Zhao +2
In the realm of human activity recognition (HAR), the integration of explainable Artificial Intelligence (XAI) emerges as a critical necessity to elucidate the decision-making proc…
cs.LG2024
Standardizing Your Training Process for Human Activity Recognition Models: A Comprehensive Review in the Tunable Factors
Yiran Huang, Haibin Zhao, Yexu Zhou +2
In recent years, deep learning has emerged as a potent tool across a multitude of domains, leading to a surge in research pertaining to its application in the wearable human activi…