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Jahr: 2021
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  1. Nabeel Khalid; Mohsin Munir; Christoffer Edlund; Timothy R Jackson; Johan Tryggy; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed

    DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images

    In: IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI’21) JOINTLY ORGANISED WITH THE 17TH IEEE-EMBS INTERNATIONAL …

  2. Nabeel Khalid; Mohsin Munir; Christoffer Edlund; Timothy R Jackson; Johan Tryggy; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed

    DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images

    In: 2021 International Joint Conference on Neural Networks (IJCNN). International Joint Conference on Neural Networks (IJCNN-2021), July 18-20, …

  3. Christoffer Edlund; Timothy R. Jackson; Nabeel Khalid; Nicola Bevan; Timothy Dale; Andreas Dengel; Sheraz Ahmed; Johan Trygg; Rickard Sjögren

    LIVECell—A large-scale dataset for label-free live cell segmentation

    In: Nature Research, Vol. None, Pages 1-8, Nature Methods, 8/2021.

  4. Felix Kruse; Jan-Philipp Awick; Jorge Marx Gómez; Peter Loos

    Developing a legal form classification and extraction approach for company entity matching - Benchmark of rule-based and machine learning approaches

    In: Witold Abramowicz; Sören Auer; Elżbieta Lewańska (Hrsg.). 24th International Conference on Business Information Systems - Conference Proceedings. …

  5. Mark Niemeyer; Joachim Hertzberg

    SEEREP: towards a spatio-temporal-SEmantic Environment REPresentation for robots in an agricultural context

    In: IROS Workshop Perception and Navigation for Autonomous Robotics in Unstructured and Dynamic Environments. IEEE/RSJ International Conference on …

  6. Jan Christoph Krause; Sebastian Röttgermann; Naeem Iqbal; Matthias Müter; Dominik Nieberg; Jaron Martinez; Mark Niemeyer; André Berghaus; Stefan Menke; Jens Herbers; Michael Kreyenhagen; Stefan Stiene; Arno Ruckelshausen; Joachim Hertzberg

    AI-TEST-FIELD - A Concept for Industrial-Grade Development of Semantic Environment Perception

    In: Workshop on Agricultural Robotics and Automation. European Conference on Mobile Robots (ECMR-2021), ECMR 2021 Workshop on Agricultural Robotics …

  7. Wiebke Brinkmann; Marko Jankovic; Jeremi Gancet; Pierre Letier; Joerg Kreisel; Thomas A. Schervan; Isabel Soto; Javier Vinals; Björn Ordoubadian; Annelies Ampe; Torsten Vogel; Marc Manz; Stephane Estable

    Preliminary definition of a Standard Interconnect Benchmark for On-Orbit Servicing Demonstrator

    STARDUST-R GLOBAL VIRTUAL WORKSHOP II Space Traffic Management and Resilient Space Environment, 9/2021.

  8. Sungho Suh; Haebom Lee; Paul Lukowicz; Yong Oh Lee

    CEGAN: Classification Enhancement Generative Adversarial Networks for unraveling data imbalance problems

    In: Neural Networks, Vol. 133, Pages 69-86, Elsevier, 1/2021.

  9. Anton Smerdov; Andre Somov; Evgeny Burnaev; Bo Zhou; Paul Lukowicz

    Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning

    In: IEEE Internet of Things Journal (IoT), Pages 1-1, IEEE, 4/2021.

  10. Rajarshi Biswas; Michael Barz; Mareike Hartmann; Daniel Sonntag

    Improving German Image Captions using Machine Translation and Transfer Learning

    In: Luis Espinosa-Anke; Carlos Martin-Vide; Irena Spasic (Hrsg.). Statistical Language and Speech Processing SLSP 2021. International Conference on …

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