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Dipl.-Ing. Arne Ehlers
Arne Ehlers left the Institut für Informationsverabeitung.
Publications and research activities from the time after the departure are not listed here.

Arne Ehlers studied Computer Science and Engineering at the Hamburg University of Technology (TUHH). He wrote his diploma thesis "High Quality Image Zooming for Medical X-Ray Examinations" at Philips Medical Systems DMC GmbH. Since 2010 he is working as a research assistant toward his PhD degree at the Institut für Informationsverarbeitung (TNT) / eNIFE Research Laboratory of the Leibniz Universität Hannover. His research interests are object detection and machine learning in industrial and medical applications.

Show selected publications only
  • Christoph Reinders, Florian Baumann, Björn Scheuermann, Arne Ehlers, Nicole Mühlpforte, Alfred O. Effenberg, Bodo Rosenhahn
    On-The-Fly Handwriting Recognition using a High-Level Representation
    The 16th International Conference on Computer Analysis of Images and Patterns (CAIP), Lecture Notes in Computer Science (LNCS), Valetta, Malta, September 2015
  • Florian Baumann, Karsten Vogt, Arne Ehlers, Bodo Rosenhahn
    Probabilistic Nodes for Modelling Classification Uncertainty for Random Forest
    14th IAPR International Conference on Machine Vision Applications (MVA), Tokio, Japan, May 2015
  • Florian Baumann, Jie Liao, Arne Ehlers, Bodo Rosenhahn
    Recognizing Human Actions using novel Space-time Volume Binary Patterns
    Neurocomputing Journal (to appear), April 2015
  • Florian Baumann, Liu Wei, Arne Ehlers, Bodo Rosenhahn
    Sequential Boosting for Learning a Random Forest Classifier
    IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, HI, USA, January 2015
  • Florian Baumann, Jie Liao, Arne Ehlers, Bodo Rosenhahn
    Computation Strategies for Volume Local Binary Patterns applied to Action Recognition
    11th IEEE International Conference on Advanced Video and Signal-Based Surveillance , Seoul, Korea, August 2014
  • Florian Baumann, Jie Liao, Arne Ehlers, Bodo Rosenhahn
    Motion Binary Patterns for Action Recognition
    3rd International Conference on Pattern Recognition Applications and Methods, France, Angers Loire Valley, March 2014
  • Florian Baumann, Li Fangda, Arne Ehlers, Rosenhahn Bodo
    Thresholding a Random Forest Classifier
    Advances in Visual Computing - 10th International Symposium, Springer, Las Vegas, NV, USA, 2014, edited by George Bebis et al.
  • Arne Ehlers, Florian Baumann, Bodo Rosenhahn
    Boosted Fractal Integral Paths for Object Detection
    Advances in Visual Computing - 10th International Symposium, Springer, Las Vegas, NV, USA, 2014, edited by George Bebis et al.
  • Arne Ehlers, Björn Scheuermann, Florian Baumann, Bodo Rosenhahn
    Cleaning Up Multiple Detections Caused by Sliding Window Based Object Detectors
    18th Iberoamerican Congress on Pattern Recognition (CIARP), Havanna, Cuba, November 2013
  • Florian Baumann, Arne Ehlers, Karsten Vogt, Bodo Rosenhahn
    Cascaded Random Forest for Fast Object Detection
    18th Scandinavian Conference on Image Analysis (SCIA), Espoo, Finland, June 2013
  • Arne Ehlers, Florian Baumann, Bodo Rosenhahn
    Exploiting Object Characteristics using Custom Features for Boosting-based Classification
    18th Scandinavian Conference on Image Analysis (SCIA), Espoo, Finland, June 2013
  • Arne Ehlers, Florian Baumann, Ralf Spindler, Birgit Glasmacher, Bodo Rosenhahn
    PCA Enhanced Training Data for Adaboost
    Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, Seville, Spain, August 29-31, 2011, Proceedings, Part I, Springer, Vol. 6854, pp. 410-419, August 2011
  • Björn Scheuermann and Arne Ehlers and Hamon Riazy and Florian Baumann and Bodo Rosenhahn
    Ego-Motion Compensated Face Detection on a Mobile Device
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops; The Seventh IEEE Workshop on Embedded Computer Vision (ECVW2011), June 2011
  • Florian Baumann, Katharina Ernst, Arne Ehlers, Bodo Rosenhahn
    Symmetry Enhanced Adaboost
    Advances in Visual Computing - 6th International Symposium, Springer, Vol. 6453, pp. 286--295, Las Vegas, NV, USA, November 2010, edited by George Bebis et al.
  • André Gooßen, Arne Ehlers, Thomas Pralow, Rolf-Rainer Grigat
    High Quality Image Magnification using Cross-Scale Self-Similarity
    Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme - Anwendungen, Springer, pp. 444-448, 2009, edited by Hans-Peter Meinzer and Thomas M. Deserno and Heinz Handels and Thomas Tolxdorff
Other activities
  • System administrator
  • Account manager
  • Former teaching assistant for lecture Matlab laboratory