2025
TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition.
CoRR, May, 2025
PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition.
CoRR, March, 2025
Collaborative Human Activity Recognition with Passive Inter-Body Electrostatic Field.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2025
2024
A Cognitive Load Theory (CLT) Analysis of Machine Learning Explainability, Transparency, Interpretability, and Shared Interpretability.
Mach. Learn. Knowl. Extr., September, 2024
Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field.
IEEE Internet Things J., April, 2024
Representing Human Ethical Requirements in Hybrid Machine Learning Models: Technical Opportunities and Fundamental Challenges.
Mach. Learn. Knowl. Extr., March, 2024
Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets.
CoRR, 2024
GenAI Assisting Medical Training.
CoRR, 2024
Hierarchical Zero-Shot Approach for Human Activity Recognition in Smart Homes.
Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024), 2024
Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024
iMove: Exploring Bio-Impedance Sensing for Fitness Activity Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2024
MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2024
Enhancing Inertial Hand based HAR through Joint Representation of Language, Pose and Synthetic IMUs.
Proceedings of the 2024 ACM International Symposium on Wearable Computers, 2024
Quantum Inspired Image Augmentation Applicable to Waveguides and Optical Image Transfer Via Anderson Localization.
Proceedings of the IEEE International Conference on Acoustics, 2024
Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition.
Proceedings of the International Conference on Activity and Behavior Computing, 2024
Evaluating Deep Learning Models for Posture and Movement Recognition During the ABCDE Protocol in Nurse Education.
Proceedings of the International Conference on Activity and Behavior Computing, 2024
2023
MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments.
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Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation.
Knowl. Based Syst., 2023
Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR.
CoRR, 2023
PressureTransferNet: Human Attribute Guided Dynamic Ground Pressure Profile Transfer using 3D simulated Pressure Maps.
CoRR, 2023
Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition.
CoRR, 2023
Unsupervised Diffusion Model for Sensor-based Human Activity Recognition.
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
Don't freeze: Finetune encoders for better Self-Supervised HAR.
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
FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors.
Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023
2022
Quali-Mat: Evaluating the Quality of Execution in Body-Weight Exercises with a Pressure Sensitive Sports Mat.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
The Contribution of Human Body Capacitance/Body-Area Electric Field To Individual and Collaborative Activity Recognition.
CoRR, 2022
Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2022
Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition.
Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022
2021
Opportunity ++: A Multimodal Dataset for Video- and Wearable, Object and Ambient Sensors-based Human Activity Recognition.
Dataset, November, 2021
Using Privacy Respecting Sound Analysis to Improve Bluetooth Based Proximity Detection for COVID-19 Exposure Tracing and Social Distancing.
Sensors, 2021
Opportunity++: A Multimodal Dataset for Video- and Wearable, Object and Ambient Sensors-Based Human Activity Recognition.
Frontiers Comput. Sci., 2021
Using Human Body Capacitance Sensing to Monitor Leg Motion Dominated Activities with a Wrist Worn Device.
Proceedings of the Sensor- and Video-Based Activity and Behavior Computing, 2021
2020
Yet it moves: Learning from Generic Motions to Generate IMU data from YouTube videos.
CoRR, 2020
2019
Wrist-Worn Capacitive Sensor for Activity and Physical Collaboration Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019
Passive Capacitive based Approach for Full Body Gym Workout Recognition and Counting.
Proceedings of the 2019 IEEE International Conference on Pervasive Computing and Communications, 2019
CoAT: a web-based, collaborative annotation tool.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019
Let there be IMU data: generating training data for wearable, motion sensor based activity recognition from monocular RGB videos.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019
2017
Label Propagation: An Unsupervised Similarity Based Method for Integrating New Sensors in Activity Recognition Systems.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Self-Adaptation of Activity Recognition Systems to New Sensors.
CoRR, 2017
2016
Long-term place recognition using multi-level words of spatial densities.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
2015
Using n-grams of spatial densities to construct maps.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Fast Monte Carlo Localization using spatial density information.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
2013
Performance evaluation of ambient services by combining robotic frameworks and a smart environment platform.
Robotics Auton. Syst., 2013
2011
Collaborative Construction of Visual Domain Ontologies Using Metadata Based on Foundational Ontologies.
Proceedings of Joint IV Seminar on Ontology Research in Brazil and VI International Workshop on Metamodels, 2011