Earables have emerged as a unique platform for ubiquitous computing by augmenting ear-
worn devices with state-of-the-art sensing. This new platform has spurred a wealth of new …

Human activity recognition (HAR) using inertial motion data has gained a lot of momentum
in recent years both in research and industrial applications. From the abstract perspective …

This work proposes an incremental learning (IL) framework for wearable sensor human
activity recognition (HAR) that tackles two challenges simultaneously: catastrophic forgetting …

Despite advances in audio-and motion-based human activity recognition (HAR) systems, a
practical, power-efficient, and privacy-sensitive activity recognition system has remained …

Recently, IMUTube introduced a paradigm change for bootstrapping human activity
recognition (HAR) systems for wearables. The key idea is to utilize videos of activities to …

We present ActSonic, an intelligent, low-power active acoustic sensing system integrated
into eyeglasses that can recognize 27 different everyday activities (eg, eating, drinking …

Real-time tracking of a user's hands, arms and environment is valuable in a wide variety of
HCI applications, from context awareness to virtual reality. Rather than rely on fixed and …

Wearable, embedded, and IoT devices are a centrepiece of many ubiquitous computing
applications, such as fitness tracking, health monitoring, home security and voice assistants …

E-learning has emerged as an indispensable educational mode in the post-epidemic era.
However, this mode makes it difficult for students to stay engaged in learning without …

While sports activity recognition is a well studied subject in mobile, wearable and ubiquitous
computing, work to date mostly focuses on recognition and counting of specific exercise …