Marius Bock

According to our database, Marius Bock authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Artifacts Guide: Evaluation of Video-Assisted Annotation of Human IMU Data.

Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Evaluation of Video-Assisted Annotation of Human IMU Data Across Expertise, Datasets, and Tools.

Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Weak-Annotation of HAR Datasets using Vision Foundation Models.

Marius Bock, Kristof Van Laerhoven, Michael Moeller

Proceedings of the 2024 ACM International Symposium on Wearable Computers, 2024

2023

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

Alexander Hoelzemann, Julia Lee Romero, Marius Bock, Kristof Van Laerhoven, Qin Lv

Sensors, July, 2023

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

Alexander Hoelzemann, Julia Lee Romero, Marius Bock, Kristof Van Laerhoven, Qin Lv

Dataset, May, 2023

Temporal Action Localization for Inertial-based Human Activity Recognition.

Marius Bock, Michael Möller, Kristof Van Laerhoven

CoRR, 2023

WEAR: A Multimodal Dataset for Wearable and Egocentric Video Activity Recognition.

Marius Bock, Michael Moeller, Kristof Van Laerhoven, Hilde Kuehne

CoRR, 2023

A Data-Driven Study on the Hawthorne Effect in Sensor-Based Human Activity Recognition.

Alexander Hoelzemann, Marius Bock, Ericka Andrea Valladares Bastias, Salma El Ouazzani Touhami, Kenza Nassiri, Kristof Van Laerhoven

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

2022

Investigating (re)current state-of-the-art in human activity recognition datasets.

Marius Bock, Alexander Hoelzemann, Michael Möller, Kristof Van Laerhoven

Frontiers Comput. Sci., 2022

A Public Repository to Improve Replicability and Collaboration in Deep Learning for HAR.

Lloyd Pellatt, Marius Bock, Daniel Roggen, Kristof Van Laerhoven

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

2021

Tutorial on Deep Learning for Human Activity Recognition.

Marius Bock, Alexander Hoelzemann, Michael Möller, Kristof Van Laerhoven

CoRR, 2021

Improving Deep Learning for HAR with Shallow LSTMs.

Marius Bock, Alexander Hölzemann, Michael Moeller, Kristof Van Laerhoven

Proceedings of the ISWC 2021: Proceedings of the 2021 ACM International Symposium on Wearable Computers, 2021