Just signed a contract with World Scientific to publish a book about Randomized Trees with a focus on remote sensing applications. It will presumably be published in the second half of 2016.
Evaluation of tree creation methods within Random Forests for classification of PolSAR images
R. Hänsch, O. Hellwich, IGARSS 2015 Milan, Italy, July 2015.
Feature-independent classification of hyperspectral images by Projection-Based Random Forests
R. Hänsch, O. Hellwich, WHISPERS 2015 Tokyo, Japan, June 2015.
Visual Random Forests
Due to the many requests at IVAPP 2015, the code to generate 3D visualizations of Random Forests is online now.
Performance Assessment and Interpretation of Random Forests by Three-Dimensional Visualizations
R. Hänsch, O. Hellwich, IVAPP 2015 - Proceedings of the International Conference on Information Visualization Theory and Applications Berlin, Germany, March 2015.
Prior Knowledge about Camera Motion for Outlier Removal in Feature Matching
E.K. Stathopoulou, R. Hänsch, O. Hellwich, VISAPP 2015 - Proceedings of the International Conference on Computer Vision Theory and Applications Berlin, Germany, March 2015.
Automatic registration of unordered point clouds acquired by Kinect sensors using an overlap heuristic
Weber, R. Hänsch, O. Hellwich, ISPRS Journal of Photogrammetry and Remote Sensing, Volume 102, April 2015, Pages 96-109.
Comparison of 3D Interest Point Detectors and Descriptors for Point Cloud Fusion
Hänsch, R., Weber, T. & Hellwich, O., ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences 2014, pp. 57-64, Zurich, Switzerland, September 2014.