Talks

2018

	25/09/2018 Online Random Forests for Urban Area Classification from Polarimetric SAR Images Talk at EARSeL Workshop “Urban Remote Sensing - Challenges & Solutions”, Ruhr-University of Bochum, Bochum, Germany.
	27/07/2018 A comparative evaluation of polarimetric distance measures within the Random Forest framework for the classification of PolSAR images Talk at IGARSS 2018, Valencia, Spain.
	09/05/2018 Faster Trees: Strategies for accelerated training and prediction of Random Forests for classification of PolSAR images Talk at ISPRS Commission III - Midterm Symposium 2018, Beijing, China.
	26/01/2018 SyB3R – Synthetic Benchmark for 3D Reconstruction Talk at Okutomi Lab, Tokyo Institute of Technology, Tokyo, Japan.
	19/01/2018 From 2D to 3D – and back Talk at Y. Sato Lab, The University of Tokyo, Tokyo, Japan.

2017

11/10/2017 Machine Learning in Remote Sensing Tutorial at Geo.X Autumn School, Berlin, Germany.

15/07/2017 Correct and still wrong: The relationship between sampling strategies and the estimation of the generalization error Talk at IGARSS 2017.

01/06/2017 From 2D to 3D - and back Invited Talk at Graphics Vision and Visualisation Group at the Trinity College Dublin.

28/02/2017 Near Real-time Object Detection in RGBD Data Talk at VISAPP 2017.

2016

15/07/2016 Task-dependent Band-Selection of Hyperspectral Images by Projection-Based Random Forests Talk at ISPRS Congress 2016.

13/07/2016 When to fuse what? Random Forest based fusion of low-, mid-, and high-level information for land cover classification from optical and SAR images Talk during invited session on data fusion at IGARSS 2016.

12/07/2016 Machine-Learning based detection of corresponding interest points in optical and SAR images Talk at IGARSS 2016.

2015

05/06/2015 Feature-independent classification of hyperspectral images by Projection-Based Random Forests Talk at WHISPERS 2015.

28/05/2015 Klassifikation generischer Objekte mittels Projection-Based Random Forests Invited talk at Carmeq GmbH.

12/03/2015 Generic Object Categorization in PolSAR Images - and beyond Invited talk at DLR, Oberpfaffenhofen, Germany.

12/03/2015 Performance Assessment and Interpretation of Random Forests by Three-Dimensional Visualizations Talk at IVAPP 2015.

12/03/2015 Prior Knowledge about Camera Motion for Outlier Removal in Feature Matching Talk at VISAPP 2015.

2014

07/09/2014 Comparison of 3D Interest Point Detectors and Descriptors for Point Cloud Fusion Talk at PCV 2014.

22/01/2014 Generic object categorization in PolSAR images - and beyond PhD defense at TU Berlin.

2013

18/04/2013 "Fast Keypoint Recognition in Ten Lines of Code", Özuysal et al. CV&RS - Journal Club.

2012

17/01/2012 "Unsupervised Learning of Categorical Segments in Image Collections", Andreetto et al. CV&RS - Journal Club.

2011

07/09/2011 Color Textons for Building Detection Talk at ISPRS Hannover Workshop 2011: High-Resolution Earth Imaging for Geospatial Information.

24/11/2011 Introduction of the CV&RS Group of the TU-Berlin Talk at the CV&RS Lab on the occasion of visiting delegates from the Chinese Space Agency.

17/01/2011 "A Study of Probability Estimation Techniques for Rule Learning", Sulzmann et al. CV&RS - Journal Club.

2009

02/10/2009 Summary of DAGM 2009 Talk at CV&RS Lab.

12/07/2009 Semi-Supervised Learning For Classification of Polarimetric SAR-Data Talk at IGARSS 2009.

03/06/2009 Classification of Polarimetric SAR Data by Complex Valued Neural Networks Talk at ISPRS Hannover Workshop 2009 - High-Resolution Earth Imaging for Geospatial Information.

2008

05/07/2008 Weighted Pyramid Linking for Segmentation of Fully-Polarimetric SAR Data Talk at ISPRS 2008.

2007

15/04/2007 Offline Recognition of Japanese Characters Diploma's thesis defense at the CV&RS lab.

• Latest News

• 17.12.2018

  The Computer Vision and Pattern Recognition (CVPR) 2019 Conference accepted both workshop proposals for which I am involved in the organization: The WS EarthVision'19 will address the fusion of Earth Observation and Computer Vision. The WS Photogrametric Computer Vision will focus on image-based 3D reconstruction.

• 14.12.2018

  The code for our RF visualization tool to be presented at WACV'19 is now online! Please check it out!

• 23.11.2018

  The next workshop "Photogrammetric 3D Reconstruction for Geo-Applications" (PhotoGA 2019) is going to take place in conjunction with the AI.GI.CRV 2019 Conference.

• 15.11.2018

  IGARSS'19 accepted both Invited Session proposals: The traditional session of the GRSS IADF TC entitled "Data Fusion: The AI Era" as well as the session organized together with K. Doctor entitled "Labels in Deep Learning: Friend or Foe". For both sessions we have invited high-quality contributions. Hope to see you there.

• 14.11.2018

  The tutorial "Machine Learning in Remote Sensing" was accepted again for IGARSS'19. It is the 3rd time this tutorial is going to take place. We will have again four interesting talks covering basic topics as well as describing the most state of the art approaches.

• 05.11.2018

  Our paper "Exploiting SAR Tomography for Supervised Land-Cover Classification" was accepted by Remote Sensing. It is the first in-depth study of using TomoSAR data for land-cover classification. It is open access, so there is no reason for not reading it! ;-)

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