Contextual classification of lidar data and building object detection in urban areas

作者: Joachim Niemeyer , Franz Rottensteiner , Uwe Soergel

DOI: 10.1016/J.ISPRSJPRS.2013.11.001

关键词:

摘要: … From the resulting label image consisting of 4 classes, we derived the binary object masks by considering only the building class. In a post-processing step, for each building candidate …

参考文章(49)
Joachim Niemeyer, Jan Dirk Wegner, Clément Mallet, Franz Rottensteiner, Uwe Soergel, Conditional random fields for urban scene classification with full waveform LiDAR data PIA'11 Proceedings of the 2011 ISPRS conference on Photogrammetric image analysis. pp. 233- 244 ,(2011) , 10.1007/978-3-642-24393-6_20
Aurélien Lucchi, Yunpeng Li, Kevin Smith, Pascal Fua, Structured Image Segmentation Using Kernelized Features Computer Vision – ECCV 2012. pp. 400- 413 ,(2012) , 10.1007/978-3-642-33709-3_29
Nicolas Vandapel, Martial Hebert, Daniel Munoz, Directional Associative Markov Network for 3-D Point Cloud Classification ,(2008)
Sanjiv Kumar, Martial Hebert, Discriminative Random Fields International Journal of Computer Vision. ,vol. 68, pp. 179- 201 ,(2006) , 10.1007/S11263-006-7007-9
R.A. Mclaughlin, Extracting transmission lines from airborne LIDAR data IEEE Geoscience and Remote Sensing Letters. ,vol. 3, pp. 222- 226 ,(2006) , 10.1109/LGRS.2005.863390
Pall Oskar Gislason, Jon Atli Benediktsson, Johannes R. Sveinsson, Random Forests for land cover classification Pattern Recognition Letters. ,vol. 27, pp. 294- 300 ,(2006) , 10.1016/J.PATREC.2005.08.011
Hai Huang, Claus Brenner, Monika Sester, A Generative Statistical Approach to Automatic 3D Building Roof Reconstruction from Laser Scanning Data Isprs Journal of Photogrammetry and Remote Sensing. ,vol. 79, pp. 29- 43 ,(2013) , 10.1016/J.ISPRSJPRS.2013.02.004
Ee Hui Lim, David Suter, 3D terrestrial LIDAR classifications with super-voxels and multi-scale Conditional Random Fields Computer-aided Design. ,vol. 41, pp. 701- 710 ,(2009) , 10.1016/J.CAD.2009.02.010
K. Kraus, N. Pfeifer, Determination of terrain models in wooded areas with airborne laser scanner data Isprs Journal of Photogrammetry and Remote Sensing. ,vol. 53, pp. 193- 203 ,(1998) , 10.1016/S0924-2716(98)00009-4