Marius Bock

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Human Activities

Motion Sequences

Temporal Structure

Activity Recognition

Top Venues

PerCom Workshops

UbiComp/ISWC Adjunct

Publications

Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven
Artifacts Guide: Evaluation of Video-Assisted Annotation of Human IMU Data. PerCom Workshops (2024)
Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven
Evaluation of Video-Assisted Annotation of Human IMU Data Across Expertise, Datasets, and Tools. PerCom Workshops (2024)
Marius Bock, Michael Moeller, Kristof Van Laerhoven, Hilde Kuehne
WEAR: A Multimodal Dataset for Wearable and Egocentric Video Activity Recognition. CoRR (2023)
Alexander Hoelzemann, Julia Lee Romero, Marius Bock, Kristof Van Laerhoven, Qin Lv
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition Using Wrist-Worn Inertial Sensors. Sensors 23 (13) (2023)
Alexander Hoelzemann, Marius Bock, Ericka Andrea Valladares Bastias, Salma El Ouazzani Touhami, Kenza Nassiri, Kristof Van Laerhoven
A Data-Driven Study on the Hawthorne Effect in Sensor-Based Human Activity Recognition. UbiComp/ISWC Adjunct (2023)
Alexander Hölzemann, Julia Lee Romero, Marius Bock, Kristof Van Laerhoven, Qin Lv
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-worn Inertial Sensors. CoRR (2023)
Marius Bock, Michael Möller, Kristof Van Laerhoven
Temporal Action Localization for Inertial-based Human Activity Recognition. CoRR (2023)
Marius Bock, Alexander Hölzemann, Michael Möller, Kristof Van Laerhoven
Investigating (re)current state-of-the-art in human activity recognition datasets. Frontiers Comput. Sci. 4 (2022)
Lloyd Pellatt, Marius Bock, Daniel Roggen, Kristof Van Laerhoven
A Public Repository to Improve Replicability and Collaboration in Deep Learning for HAR. PerCom Workshops (2022)
Marius Bock, Alexander Hölzemann, Michael Moeller, Kristof Van Laerhoven
Improving Deep Learning for HAR with shallow LSTMs. CoRR (2021)
Marius Bock, Alexander Hölzemann, Michael Möller, Kristof Van Laerhoven
Tutorial on Deep Learning for Human Activity Recognition. CoRR (2021)
Marius Bock, Alexander Hölzemann, Michael Moeller, Kristof Van Laerhoven
Improving Deep Learning for HAR with Shallow LSTMs. ISWC (2021)