Kognitive Assistenzsysteme

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1. Si Zuo; Vitor Fortes Rey; Sungho Suh; Stephan Sigg; Paul Lukowicz

   Unsupervised Diffusion Model for Sensor-based Human Activity Recognition

   In: Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable. International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp-2023), October 8-12, ACM, 10/2023.

2. Vitor Fortes Rey; Dominique Nshimyimana; Paul Lukowicz

   Don't freeze: Finetune encoders for better Self-Supervised HAR

   In: Monica Tentori; Nadir Weibel; Kristof Van Laerhoven; Zhongyi Zhou (Hrsg.). Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable. International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp-2023), ACM, 10/2023.

3. Bo Zhou; Daniel Geissler; Marc Faulhaber; Clara Elisabeth Gleiss; Esther Friederike Zahn; Lala Ray; David Gamarra; Vitor Fortes Rey; Sungho Suh; Sizhen Bian; Gesche Joost; Paul Lukowicz

   MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments

   In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Vol. 7, No. 1, Pages 1-40, Association for Computing Machinery, New York, NY, USA, 3/2023.

4. Sungho Suh; Vitor Fortes Rey; Paul Lukowicz

   TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation

   In: Knowledge-Based Systems (KBS), Vol. 260, Page 110143, Elsevier, 1/2023.

5. Mengxi Liu; Bo Zhou; Zimin Zhao; Hyeonseok Hong; Hyun Kim; Sungho Suh; Vitor Fortes Rey; Paul Lukowicz

   FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors

   In: 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP). Annual IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP-2023), July 19-21, Porto, Portugal, IEEE, 2023.

6. Dominique Nshimyimana; Vitor Fortes Rey; Paul Lukowicz

   Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR

   In: Sozo Inoue; Md Atiqur Rahman Ahad; Tahera Hossain; Shahera Hossain; Sungho Suh (Hrsg.). In Proceedings of the 5th International Conference on Activity and Behavior Computing (ABC '23), 2023. International Conference on Activity and Behavior Computing (ABC-2023), September 7-9, Kaiserslautern, Germany, Springer, 2023.

7. Vitor Fortes Rey; Sungho Suh; Paul Lukowicz

   Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition

   In: ACM International Symposium on Wearable Computers. ACM International Symposium on Wearable Computers (ISWC-2022), ACM, 9/2022.

8. Sungho Suh; Vitor Fortes Rey; Paul Lukowicz

   Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition

   In: 2022 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE International Conference on Pervasive Computing and Communications (PerCom-2022), March 21-25, Pisa, Italy, Pages 217-226, IEEE, 2022.

9. Bo Zhou; Sungho Suh; Vitor Fortes Rey; Carlos Andres Velez Altamirano; Paul Lukowicz

   Quali-mat: Evaluating the quality of execution in body-weight exercises with a pressure sensitive sports mat

   In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Vol. 6, No. 2, Pages 1-45, ACM New York, NY, USA, 2022.

10. Gernot Bahle; Vitor Fortes Rey; Sizhen Bian; Hymalai Bello; Paul Lukowicz

    Using Privacy Respecting Sound Analysis to Improve Bluetooth Based Proximity Detection for COVID-19 Exposure Tracing and Social Distancing

    In: Sensors - Open Access Journal (Sensors), Vol. 2021, Pages 5604-5604, 16, 8/2021.

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