Publikationen

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Nikolaos Palaiodimopoulos; Vitor Fortes Rey; Matthias Tschöpe; Christina Jörg; Paul Lukowicz; Maximilian Kiefer-Emmanouilidis
Quantum inspired image augmentation applicable to waveguides and optical image transfer via Anderson Localization
In: ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). International Conference on Acoustics, Speech …
Sungho Suh; Vitor Fortes Rey; Sizhen Bian; Yu-Chi Huang; Jo¸e M. Ro¸anec; Hooman Tavakoli Ghinani; Bo Zhou; Paul Lukowicz
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field
In: IEEE Internet of Things Journal (IoT), Vol. 1, Page 1, IEEE, 11/2023.
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 …
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 …
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 …
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.
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 …
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 …
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.
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 …