Embedded Intelligence

Publications

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Jwalin Bhatt; Yaroslav Zharov; Sungho Suh; Tilo Baumbach; Vincent Heuveline; Paul Lukowicz
A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image
In: IEEE International Symposium on Biomedical Imaging (ISBI). IEEE International Symposium on Biomedical Imaging (ISBI-2023), April 18-21, Cartagena, …
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 …
Lala Ray; Bo Zhou; Sungho Suh; Paul Lukowicz
PresSim: An End-to-end Framework for Dynamic Ground Pressure Profile Generation from Monocular Videos Using Physics-based 3D Simulation
In: IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops). IEEE …
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.
Daniel Geißler; Bo Zhou; Paul Lukowicz
Latent Inspector: An Interactive Tool for Probing Neural Network Behaviors Through Arbitrary Latent Activation
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial …
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 …
Mengxi Liu; Sizhen Bian; Paul Lukowicz
Non-contact, real-time eye blink detection with capacitive sensing
In: ISWC '22: Proceedings of the 2022 ACM International Symposium on Wearable Computers. ACM International Symposium on Wearable Computers …
Mengxi Liu; Sizhen Bian; Bo Zhou; Agnes Grünerbl; Paul Lukowicz
Smart Cup: An impedance sensing based fluid intake monitoring system for beverages classification and freshness detection
In: UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 …
Lala Shakti Swarup Ray; Bo Zhou; Sungho Suh; Paul Lukowicz
Selecting the Motion Ground Truth for Loose-fitting Wearables: Benchmarking Optical MoCap Methods
In: Proceedings of the 2023 International Symposium on Wearable Computers. ACM International Symposium on Wearable Computers (ISWC-2023), October …
Lala Shakti Swarup Ray; Daniel Geißler; Bo Zhou; Paul Lukowicz; Berit Greinke
Capafoldable: Self-Tracking Foldable Smart Textiles With Capacitive Sensing
In: Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on …

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Contact

Office:
Shannon Kittrell, B.A.
Phone: +49 631 20575 4010
fbei-sek@dfki.de

Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Research Department Embedded Intelligence
Trippstadter Str. 122
67663 Kaiserslautern
Germany