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25/09/2018Online Random Forests for Urban Area Classification from Polarimetric SAR ImagesTalk at EARSeL Workshop “Urban Remote Sensing - Challenges & Solutions”, Ruhr-University of Bochum, Bochum, Germany. |
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27/07/2018A comparative evaluation of polarimetric distance measures within the Random Forest framework for the classification of PolSAR imagesTalk at IGARSS 2018, Valencia, Spain. |
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09/05/2018Faster Trees: Strategies for accelerated training and prediction of Random Forests for classification of PolSAR imagesTalk at ISPRS Commission III - Midterm Symposium 2018, Beijing, China. |
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26/01/2018SyB3R – Synthetic Benchmark for 3D ReconstructionTalk at Okutomi Lab, Tokyo Institute of Technology, Tokyo, Japan. |
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19/01/2018From 2D to 3D – and backTalk at Y. Sato Lab, The University of Tokyo, Tokyo, Japan. |
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11/10/2017Machine Learning in Remote SensingTutorial at Geo.X Autumn School, Berlin, Germany. |
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15/07/2017Correct and still wrong: The relationship between sampling strategies and the estimation of the generalization errorTalk at IGARSS 2017. |
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01/06/2017From 2D to 3D - and backInvited Talk at Graphics Vision and Visualisation Group at the Trinity College Dublin. |
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28/02/2017Near Real-time Object Detection in RGBD DataTalk at VISAPP 2017. |
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15/07/2016Task-dependent Band-Selection of Hyperspectral Images by Projection-Based Random ForestsTalk at ISPRS Congress 2016. |
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13/07/2016When to fuse what? Random Forest based fusion of low-, mid-, and high-level information for land cover classification from optical and SAR imagesTalk during invited session on data fusion at IGARSS 2016. |
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12/07/2016Machine-Learning based detection of corresponding interest points in optical and SAR imagesTalk at IGARSS 2016. |
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05/06/2015Feature-independent classification of hyperspectral images by Projection-Based Random ForestsTalk at WHISPERS 2015. |
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28/05/2015Klassifikation generischer Objekte mittels Projection-Based Random ForestsInvited talk at Carmeq GmbH. |
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12/03/2015Generic Object Categorization in PolSAR Images - and beyondInvited talk at DLR, Oberpfaffenhofen, Germany. |
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12/03/2015Performance Assessment and Interpretation of Random Forests by Three-Dimensional VisualizationsTalk at IVAPP 2015. |
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12/03/2015Prior Knowledge about Camera Motion for Outlier Removal in Feature MatchingTalk at VISAPP 2015. |
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07/09/2014Comparison of 3D Interest Point Detectors and Descriptors for Point Cloud FusionTalk at PCV 2014. |
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22/01/2014Generic object categorization in PolSAR images - and beyondPhD defense at TU Berlin. |
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18/04/2013"Fast Keypoint Recognition in Ten Lines of Code", Özuysal et al.CV&RS - Journal Club. |
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17/01/2012"Unsupervised Learning of Categorical Segments in Image Collections", Andreetto et al.CV&RS - Journal Club. |
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07/09/2011Color Textons for Building DetectionTalk at ISPRS Hannover Workshop 2011: High-Resolution Earth Imaging for Geospatial Information. |
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24/11/2011Introduction of the CV&RS Group of the TU-BerlinTalk at the CV&RS Lab on the occasion of visiting delegates from the Chinese Space Agency. |
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17/01/2011"A Study of Probability Estimation Techniques for Rule Learning", Sulzmann et al.CV&RS - Journal Club. |
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02/10/2009Summary of DAGM 2009Talk at CV&RS Lab. |
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12/07/2009Semi-Supervised Learning For Classification of Polarimetric SAR-DataTalk at IGARSS 2009. |
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03/06/2009Classification of Polarimetric SAR Data by Complex Valued Neural NetworksTalk at ISPRS Hannover Workshop 2009 - High-Resolution Earth Imaging for Geospatial Information. |
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05/07/2008Weighted Pyramid Linking for Segmentation of Fully-Polarimetric SAR DataTalk at ISPRS 2008. |
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15/04/2007Offline Recognition of Japanese CharactersDiploma's thesis defense at the CV&RS lab. |