Talks

  • Unsupervised and Self-taught Learning for Remote Sensing Image Analysis, Keynote at Workshop on Environmental Informatic Challenges, 2017
  • Sparse Representation-based Analysis of Hyperspectral Remote Sensing Data, International Workshop on Perspectives on High Dimensional Data, 2017
  • Unsupervised learning for remote sensing data, SPLIT Remote Sensing Summer School, 2017
  • Der objektive Blick von oben – Wie der Computer unsere Umwelt sieht, Tag der Geodäsie, 2017
  • Maschinelles Lernen für Anwendungen in der Landwirtschaft, Keynote at 23. Computer-Bildanalyse-Workshop, 2017
  • Unsupervised and self-taught learning for remote sensing image interpretation, Group for Research in Decision Analysis (GERAD) Seminar Series, HEC Montreal, 2017
  • Pattern recognition and machine learning for remote sensing, Colloquium, Zentrum für Fernerkundung der Landoberfläche (ZFL, Center for Remote Sensing of Land Surfaces), University of Bonn, 2017
  • Unüberwachtes Lernen für die Interpretation von Fernerkundungsbilder, Inaugural lecture, University of Bonn, 2016
  • Detection of disease symptoms on hyperspectral 3D plant models, ISPRS Congress, 2016
  • On the benefit of topographic dictionaries for detecting disease symptoms on hyperspectral 3D plant models, Workshop on Hyperspectral Image and Signal Processing, 2016
  • Discriminative and reconstructive methods for classification of remote sensing images, Microsoft Research Computational Statistics and Machine Learning Seminar Series, University College London, 2015
  • Discriminative and reconstructive methods for classification of remote sensing images, Group for Research in Decision Analysis (GERAD) Seminar Series, HEC Montreal, 2015
  • Landcover classification with self-taught learning on archetypal dictionaries, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), GRSS Symposium Prize Paper Award 2015
  • Spatio-temporal altimeter waveform retracking via sparse representation and conditional random fields, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015
  • Shapelet-based sparse image representation for landcover classification of hyperspectral data, IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS), 2014
  • Superpixel-based classification of hyperspectral data using sparse representation and conditional random fields, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014
  • Logistische Regression für die semantische Segmentierung in der Photogrammetrie und Fernerkundung, Deutsche Gesellschaft für Photogrammetrie und Fernerkundung (DGPF), 2011
  • Kernel discriminative random fields for land cover classification, IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS), 2010