activity
20242026
most citedWHAR Datasets: An Open Source Library for Wearable Human Activity Recognition

3 citations · 4 across the 17 of their papers we have counts for

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9 papers · 1 filter

cs.LG2025

Feasibility of In-Ear Single-Channel ExG for Wearable Sleep Monitoring in Real-World Settings

Philipp Lepold, Jonas Leichtle, Tobias Röddiger +1

Automatic sleep staging typically relies on gold-standard EEG setups, which are accurate but obtrusive and impractical for everyday use outside sleep laboratories. This limits appl…

cs.HC2025★ 3 cited

WHAR Datasets: An Open Source Library for Wearable Human Activity Recognition

Maximilian Burzer, Tobias King, Till Riedel +2

The lack of standardization across Wearable Human Activity Recognition (WHAR) datasets limits reproducibility, comparability, and research efficiency. We introduce WHAR datasets, a…

cs.NI2025

HARNode: A Time-Synchronised, Open-Source, Multi-Device, Wearable System for Ad Hoc Field Studies

Philipp Lepold, Tobias Röddiger, Michael Beigl

Human activity recognition (HAR) research often lacks accessible, comprehensive field data. Commercial systems are rarely open source, hard to expand, and limited by issues like no…

cs.SD2025

UltrasonicSpheres: Localized, Multi-Channel Sound Spheres Using Off-the-Shelf Speakers and Earables

Michael Küttner, Valeria Zitz, Kathrin Gerling +2

We present a demo of UltrasonicSpheres, a novel system for location-specific audio delivery using wearable earphones that decode ultrasonic signals into audible sound. Unlike conve…

cs.HC2025

Haptic Biofeedback for Wakeful Rest: Does Stimulation Location Make a Difference?

Jueun Lee, Martin Flipe, Philipp Lepold +2

Wearable haptic interventions offer promising support for relaxation through slow, vibrotactile biofeedback. Despite their potential, current applications focus on stress-inducing…

cs.HC2025

Closed-Loop Rhythmic Haptic Biofeedback via Smartwatch for Relaxation and Sleep Onset

Jueun Lee, Dennis Moschina, Supraja Ramesh +3

We investigate the use of musically structured, closed-loop vibration patterns as a passive biofeedback intervention for relaxation and sleep initiation. By encoding rhythmic meter…

cs.HC2025

EarXplore: An Open Research Database on Earable Interaction

Jonas Hummel, Tobias Röddiger, Valeria Zitz +6

Interaction with sensor-augmented earphones, referred to as earables or hearables, represents a major area of earable research. Proximate to the head and reachable by hand, earable…

cs.HC2025

earEOG via Periauricular Electrodes to Facilitate Eye Tracking in a Natural Headphone Form Factor

Tobias King, Michael Knierim, Philipp Lepold +4

Eye tracking technology is frequently utilized to diagnose eye and neurological disorders, assess sleep and fatigue, study human visual perception, and enable novel gaze-based inte…

cs.HC2025

Heatables: Effects of Infrared-LED-Induced Ear Heating on Thermal Perception, Comfort, and Cognitive Performance

Valeria Zitz, Michael Küttner, Jonas Hummel +3

Maintaining thermal comfort in shared indoor environments remains challenging, as centralized HVAC systems are slow to adapt and standardized to group norms. Cold exposure not only…