Improving deep learning for HAR with shallow LSTMs M Bock, A Hölzemann, M Moeller, K Van Laerhoven Proceedings of the 2021 ACM International Symposium on Wearable Computers, 7-12, 2021 | 69 | 2021 |
Hang-time HAR: a benchmark dataset for basketball activity recognition using wrist-worn inertial sensors A Hoelzemann, JL Romero, M Bock, KV Laerhoven, Q Lv Sensors 23 (13), 5879, 2023 | 24 | 2023 |
Wear: An outdoor sports dataset for wearable and egocentric activity recognition M Bock, H Kuehne, K Van Laerhoven, M Moeller Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024 | 23* | 2024 |
Investigating (re)current state-of-the-art in human activity recognition datasets M Bock, A Hoelzemann, M Moeller, K Van Laerhoven Frontiers in Computer Science 4, 924954, 2022 | 9 | 2022 |
Temporal Action Localization for Inertial-based Human Activity Recognition M Bock, M Moeller, K Van Laerhoven Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024 | 4 | 2024 |
Evaluation of Video-Assisted Annotation of Human IMU Data Across Expertise, Datasets, and Tools A Hoelzemann, M Bock, K Van Laerhoven 2024 IEEE International Conference on Pervasive Computing and Communications …, 2024 | 4 | 2024 |
A Data-Driven Study on the Hawthorne Effect in Sensor-Based Human Activity Recognition A Hoelzemann, M Bock, EA Valladares Bastías, S El Ouazzani Touhami, ... Adjunct Proceedings of the 2023 ACM International Joint Conference on …, 2023 | 3 | 2023 |
Tutorial on Deep Learning for Human Activity Recognition M Bock, A Hölzemann, M Moeller, K Van Laerhoven arXiv preprint arXiv:2110.06663, 2021 | 2 | 2021 |
A Public Repository to Improve Replicability and Collaboration in Deep Learning for HAR L Pellatt, M Bock, D Roggen, K Van Laerhoven 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022 | 1 | 2022 |
Basketball Shooting Performance Analysis Using Multi-Modal Wearable and Mobile Sensing in Semi-Naturalistic Settings S Wu, A Hoelzemann, M Bock, K Van Laerhoven, T Plötz, AT Adams 2024 IEEE 20th International Conference on Body Sensor Networks (BSN), 1-4, 2024 | | 2024 |
Weak-Annotation of HAR Datasets using Vision Foundation Models M Bock, K Van Laerhoven, M Moeller Proceedings of the 2024 ACM International Symposium on Wearable Computers, 55-62, 2024 | | 2024 |
Artifacts Guide: Evaluation of Video-Assisted Annotation of Human IMU Data A Hoelzemann, M Bock, K Van Laerhoven 2024 IEEE International Conference on Pervasive Computing and Communications …, 2024 | | 2024 |