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Jahr: 2019
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  1. Sungho Suh; Haebom Lee; Jun Jo; Paul Lukowicz; Yong Oh Lee

    Generative Oversampling Method for Imbalanced Data on Bearing Fault Detection and Diagnosis

    In: Applied Sciences, Vol. 9, No. 4 (746), Pages 1-16, MDPI, 1/2019.

  2. Sungho Suh; Haebom Lee; Yong Oh Lee; Paul Lukowicz; Jongwoon Hwang

    Robust Shipping Label Recognition and Validation for Logistics by Using Deep Neural Networks

    In: 2019 IEEE International Conference on Image Processing (ICIP). IEEE International Conference on Image Processing (ICIP-2019), September 22-25, …

  3. Neerincx Mark A.; van Vught Willeke; Blanson Henkemans Olivier; Oleari Elettra; Broekens Joost; Peters Rifca; Kaptein Frank; Demiris Yiannis; Kiefer Bernd; Fumagalli Diego; Bierman Bert

    Socio-Cognitive Engineering of a Robotic Partner for Child's Diabetes Self-Management

    In: Frontiers in Robotics and AI, Vol. 6, Page 118, .. 2019.

  4. Lukas Brausch; Holger Hewener; Paul Lukowicz

    Towards a wearable low-cost ultrasound device for classification of muscle activity and muscle fatigue

    In: ACM International Symposium on Wearable Computers. ACM International Symposium on Wearable Computers (ISWC-2019), ACM, 2019.

  5. Milos Kravcik; Ivan Cantador

    UMAP 2019 Workshops & Tutorials Overview and Organization

    In: UMAP'19 Adjunct: Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization. International Conference on User …

  6. Matias Valdenegro-Toro; Mariela De Lucas Alvarez; Mariia Dmitrieva; Bilal Wehbe; Georgios Salavasidis; Shahab Heshmati-Alamdari; Juan Francisco Fuentes-Pérez; Veronika Yordanova; Klemen Istenic; Thomas Guerneve

    Results from the Robocademy ITN: Autonomy, Disturbance Rejection and Perception for Advanced Marine Robotics

    cs.RO, arXiv, 10/2019.

  7. Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt

    Evaluation of Image Processing Methods for Clinical Applications

    In: Heinz Handels; Thomas M. Deserno; Andreas Maier; Klaus Hermann Maier-Hein; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die …

  8. Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt

    Unsupervised pathology detection in medical images using conditional variational autoencoders

    In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 14, No. 3, Pages 451-461, Springer, 2019.

  9. Hristina Uzunova; Jan Ehrhardt; Timo Kepp; Heinz Handels

    Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders

    In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, CA, USA, …

  10. Hristina Uzunova; Jan Ehrhardt; Fabian Jacob; Alex Frydrychowicz; Heinz Handels

    Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images

    In: Dinggang Shen; Tianming Liu; Terry M. Peters; Lawrence H. Staib; Caroline Essert; Sean Zhou; Pew-Thian Yap; Ali Khan (Hrsg.). Medical Image …

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