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ORCID9th iWOAR 2024: Potsdam, Germany
- Orhan Konak
, Bert Arnrich, Gerald Bieber, Arjan Kuijper, Sebastian J. F. Fudickar:
Sensor-Based Activity Recognition and Artificial Intelligence - 9th International Workshop, iWOAR 2024, Potsdam, Germany, September 26-27, 2024, Proceedings. Lecture Notes in Computer Science 15357, Springer 2025, ISBN 978-3-031-80855-5
Advances in Human Activity Recognition
- Nicolò La Porta, Luca Minardi, Michela Papandrea:
Fine-Grained Human Activity Recognition Through Dead-Reckoning and Temporal Convolutional Networks. 3-17 - Cassandra Krause, Lena Harkämper, Gabriela Ciortuz, Sebastian J. F. Fudickar:
Comparison of Deep Learning and Machine Learning Approaches for the Recognition of Dynamic Activities of Daily Living. 18-39 - Susanna Peretti, Chiara Contoli, Emanuele Lattanzi:
An Experimental Study on the Energy Efficiency of Feature Selection for Human Activity Recognition with Wrist-Worn Devices. 40-54 - Robin Burchard, Kristof Van Laerhoven:
Multi-modal Atmospheric Sensing to Augment Wearable IMU-Based Hand Washing Detection. 55-68 - Jonas Pöhler, Kristof Van Laerhoven:
Equimetrics - Applying HAR Principles to Equestrian Activities. 69-78
Applications in Vision-Based Recognition
- Ibtissam Saadi, Abdenour Hadid, Douglas W. Cunningham, Abdelmalik Taleb-Ahmed, Yassin El Hillali:
Leveraging Vision Language Models for Facial Expression Recognition in Driving Environment. 81-93 - Michal Slupczynski, Aleksandra Nekhviadovich, Nghia Duong-Trung, Stefan Decker:
Analyzing Exercise Repetitions: YOLOv8-Enhanced Dynamic Time Warping Approach on InfiniteRep Dataset. 94-110 - Gerald Bieber, Erik Endlicher, Christopher Wald, Peter Gross, Bastian Kubsch:
Supporting Thermal Imaging for Activity and Health Recognition by a Constant Temperature Device. 111-123 - Claus D. Hansen, Thuy Hai Le, David Campos:
Estimation of Psychosocial Work Environment Exposures Through Video Object Detection - Proof of Concept Using CCTV Footage. 124-147
Wearable Devices and Health Monitoring
- Erik Endlicher, Gerald Bieber, Edda Jaleel, Angelina Schmidt, Michael Fellmann:
Objective Measurement of Stress Resilience: Is RSA a Possible Indicator? 151-168 - Adonis Opris, Mohamed Benouis, Elisabeth André, Yekta Said Can:
Robust Wearable-Based Real Life Cognitive Fatigue Monitoring by Personalized PPG Normalization. 169-180 - Kristina Kirsten, Robin Burchard, Olesya Bauer, Marcel Miché, Philipp M. Scholl, Karina Wahl, Roselind Lieb, Kristof Van Laerhoven, Bert Arnrich:
The Supervised Learning Dilemma: Lessons Learned from a Study in-the-Wild. 181-195
Novel AI and Machine Learning Approaches
- Denys J. C. Matthies, Ruben Schlonsak, Hanzhi Zhuang, Rui Song:
FlyAI - The Next Level of Artificial Intelligence is Unpredictable! Injecting Responses of a Living Fly into Decision Making. 199-219 - Hrishikesh Balkrishna Karande, Ravikiran Arasur Thippeswamy Shivalingappa, Abdelhafid Nassim Yaici, Iman Haghbin, Niravkumar Bavadiya, Robin Burchard, Kristof Van Laerhoven:
Raising the Bar(Ometer): Identifying a User's Stair and Lift Usage Through Wearable Sensor Data Analysis. 220-239 - Michael Zöllner, Moritz Krause, Jan Gemeinhardt:
Similarities of Motion Patterns in Skateboarding and Hydrofoil Pumping. 240-248
Short Papers: Emerging Topics in Sensor-Based Systems
- Patrick Willnow, Max Sternitzke, Ruben Schlonsak, Marco Torge Gabrecht, Denys J. C. Matthies:
SurfSole: Demonstrating Real-Time Surface Identification via Capacitive Sensing with Neural Networks. 251-259 - Ruben Schlonsak, Tengyunhao Yang, Marco Torge Gabrecht, Denys J. C. Matthies:
ShoeTect2.0: Real-Time Activity Recognition Using MobileNet CNN with Multisensory Smart Footwear. 260-268 - Noel D'Avis, Silvia Faquiri:
Optimal 2D-LiDAR-Sensor Coverage of a Room. 269-276 - Justin Amadeus Albert, Lin Zhou, Kristina Kirsten, Nurcennet Kaynak, Torsten Rackoll, Tim Walz, David Weese, Rok Kos, Alexander Heinrich Nave, Bert Arnrich:
Using Wearable Sensors in Stroke Rehabilitation. 277-282
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