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TU Berlin

Inhalt des Dokuments

Publikationen 2018

 

  • Le Saux B., Yokoya N., Hänsch R., and Prasad S.,
    Report on the 2018 IEEE GRSS Data Fusion Contest - Advanced multi-sensor optical remote sensing for urban land use and land cover classification
    IEEE Geoscience and Remote Sensing Magazine.

  • Schulz K., Hänsch R., and Sörgel U.,
    Machine learning methods for remote sensing applications: an overview
    SPIE Remote Sensing 2018 Berlin, Germany
    Proc. SPIE 10790, Earth Resources and Environmental Remote Sensing/GIS Applications IX, 1079002

  • Hänsch R. and Hellwich O.,
    A comparative evaluation of polarimetric distance measures within the Random Forest framework for the classification of PolSAR images
    IGARSS 2018 Valencia, Spain

  • D’Hondt O., Hänsch R., and Hellwich O.,
    Supervised classification from TomoSAR data
    IGARSS 2018 Valencia, Spain

  • Eichelbaum J., Hänsch R., and Hellwich O.,
    Classification of Icon Type and Cooldown State in Video Game Replays
    ICIAR 2018 Póvoa de Varzim, Portugal
    pages 227-234

  • D’Hondt O., Hänsch R., Hellwich O.,
    Supervised classification from TomoSAR data
    EUSAR 2018 Aachen, Germany
    pages 1-6

  • Ley A., D’Hondt O., Valade S., Hänsch R., and Hellwich O.,
    Exploiting GAN-Based SAR to Optical Image Transcoding for Improved Classification via Deep Learning
    EUSAR 2018 Aachen, Germany
    pages 1-6

  • Hänsch R. and Hellwich O.
    Faster Trees: Strategies for accelerated training and prediction of Random Forests for classification of PolSAR images
    ISPRS TCIII Midterm 2018 Beijing, China
    ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., Volume IV-3, pages 105-112

  • Le Saux B., Yokoya N., Hänsch R., and Prasad S.,
    2018 IEEE GRSS Data Fusion Contest: Multi-modal land use classification
    IEEE Geoscience and Remote Sensing Magazine.
    Volume 6, Issue 1, pages 52-54

  • Hänsch R. and Hellwich O.,
    Classification of PolSAR Images by Stacked Random Forests
    ISPRS International Journal of Geo-Information
    Volume 7, Number 2

  • Mohn H., Gaebelein M., Hänsch R., and Hellwich O.,
    Towards Image Colorization with Random Forests
    VISAPP 2018 Funchal, Portugal
    Volume 4, pages 270-278

  • Afifi A. J., Hellwich O., and Soomro T. A.,
     "Simultaneous Object Classification and Viewpoint Estimation using Deep Multi-Task Convolutional Neural Network,"
    In Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP, pages 177-184

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