activity
20152023
most citedImproving Deep Learning for HAR with shallow LSTMs

66 citations · 158 across the 15 of their papers we have counts for

collaborators
Showing 2023Show all

5 papers · 1 filter

cs.CL2023★ 1 cited

Do predictability factors towards signing avatars hold across cultures?

Abdelhadi Soudi, Manal El Hakkaoui, Kristof Van Laerhoven

Avatar technology can offer accessibility possibilities and improve the Deaf-and-Hard of Hearing sign language users access to communication, education and services, such as the he…

cs.LG2023★ 43 cited

Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-Worn Inertial Sensors

Alexander Hoelzemann, Julia Lee Romero, Marius Bock +2

We present a benchmark dataset for evaluating physical human activity recognition methods from wrist-worn sensors, for the specific setting of basketball training, drills, and game…

cs.HC2023★ 9 cited

A Matter of Annotation: An Empirical Study on In Situ and Self-Recall Activity Annotations from Wearable Sensors

Alexander Hoelzemann, Kristof Van Laerhoven

Research into the detection of human activities from wearable sensors is a highly active field, benefiting numerous applications, from ambulatory monitoring of healthcare patients…

cs.CV2023★ 6 cited

WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity Recognition

Marius Bock, Hilde Kuehne, Kristof Van Laerhoven +1

Research has shown the complementarity of camera- and inertial-based data for modeling human activities, yet datasets with both egocentric video and inertial-based sensor data rema…

cs.CV2023

An Embedded and Real-Time Pupil Detection Pipeline

Ankur Raj, Diwas Bhattarai, Kristof Van Laerhoven

Wearable pupil detection systems often separate the analysis of the captured wearer's eye images for wirelessly-tethered back-end systems. We argue in this paper that investigating…