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20.08.2021 | Intelligente Eingebettete Systeme

Meh­­re­­re Ar­­ti­kel des IES zur Ver­­­öf­­f­en­t­­li­chung an­­ge­­nom­­men (AI Per­spec­tives, IEEE ISC2, ER­CVA­D@IC­CV, IAL@ECML PK­DD, SIS­SY@AC­SOS)

Mehrere Artikel mit (Co-)Autoren aus dem Fachgebiet IES wurden zur Veröffentlichung angenommen.

Fachzeitschrift: AI Perspectives

  • Autoren: Nicolas Scheiner, Florian Kraus, Nils Appenrodt, Jürgen Dickmann, Bernhard Sick 
    Titel: Object Detection For Automotive Radar Point Clouds – A Comparison

Konferenz: IEEE International Smart Cities Conference (IEEE ISC2)

  • Autoren: Hannes Reichert, Lukas Lang, Kevin Rösch, Daniel Bogdoll, Konrad Doll, Bernhard Sick, Hans-Christian Reuss, Christoph Stiller, J. Marius Zöllner
    Titel: Towards Sensor Data Abstraction of Autonomous Vehicle Perception Systems
  • Autoren: Manuel Hetzel, Hannes Reichert, Konrad Doll, Bernhard Sick
    Titel: Smart Infrastructure: A Research Junction
  • Autoren: Stefan Zernetsch, Oliver Trupp, Viktor Kress, Konrad Doll, Bernhard Sick
    Titel: Cyclist Trajectory Forecasts by Incorporation of Multi-View Video Information

Workshop: Embedded and Real-World Computer Vision in Autonomous Driving (ERCVAD@ICCV)

  • Autoren: Daniel Bogdoll, Jasmin Breitenstein, Florian Heidecker, Maarten Bieshaar, Bernhard Sick, Tim Fingscheidt, J. Marius Zöllner
    Titel: Description of Corner Cases in Automated Driving: Goals and Challenges
  • Autoren: Matthias Reuse, Martin Simon, Bernhard Sick
    Titel: About the Ambiguity of Augmentation for 3D Object Detection in Autonomous Driving

Workshop: Interactive Adaptive Learning (IAL@ECML PKDD)

  • Autoren: Maarten Bieshaar, Marek Herde, Denis Huselijc, Bernhard Sick
    Titel: A Concept for Highly Automated Pre-Labeling via Cross-Domain Label Transfer for Perception in Autonomous Driving
  • Autoren: Zhixin Huang, Yujiang He, Stephan Vogt, Bernhard Sick
    Titel: Uncertainty and Utility Sampling with Pre-Clustering

Workshop: Workshop on Self-Improving System Integration (SISSY@ACSOS)

  • Autoren: Christian Gruhl, Abdul Hannan, Zhixin Huang, Chandana Nivarthi, Stephan Vogt
    Titel: The Problem with Real-World Novelty Detection -- Issues in Multivariate Probabilistic Models
  • Autoren: Christian Gruhl, Sven Tomforde
    Titel: OHODIN -- Online Anomaly Detection for Data Streams
  • Autoren: Ghassan Al-Falouji, Christian Gruhl and Sven Tomforde
    Titel: Digital Shadows in SISSY Systems: A Concept Using Generative Modelling
  • Autoren: Kristina Dingel, Alexander Liehr, Michael Vogel, Sebastian Degener, David Meier, Thomas Niendorf, Arno Ehresmann and Bernhard Sick
    Titel: AI-Based On-The-Fly Design of Experiments in Physics and Engineering