Martin Weinmann
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Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers
M Weinmann, B Jutzi, S Hinz, C Mallet
ISPRS Journal of Photogrammetry and Remote Sensing, 2015
3072015
Semantic 3D scene interpretation: a framework combining optimal neighborhood size selection with relevant features
M Weinmann, B Jutzi, C Mallet
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2014
1262014
Feature relevance assessment for the semantic interpretation of 3D point cloud data
M Weinmann, B Jutzi, C Mallet
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2013
1022013
Fast and automatic image-based registration of TLS data
M Weinmann, M Weinmann, S Hinz, B Jutzi
ISPRS Journal of Photogrammetry and Remote Sensing 66 (6), S62-S70, 2011
872011
Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas
M Weinmann, S Urban, S Hinz, B Jutzi, C Mallet
Computers & Graphics, 2015
832015
Contextual classification of point cloud data by exploiting individual 3D neighborhoods
M Weinmann, A Schmidt, C Mallet, S Hinz, F Rottensteiner, B Jutzi
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2015
752015
Reconstruction and Analysis of 3D Scenes: From Irregularly Distributed 3D Points to Object Classes
M Weinmann
Springer, 2016
702016
A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds
L Landrieu, H Raguet, B Vallet, C Mallet, M Weinmann
ISPRS Journal of Photogrammetry and Remote Sensing 132, 102-118, 2017
572017
Shape distribution features for point cloud analysis - A geometric histogram approach on multiple scales
R Blomley, M Weinmann, J Leitloff, B Jutzi
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2014
572014
A classification-segmentation framework for the detection of individual trees in dense MMS point cloud data acquired in urban areas
M Weinmann, M Weinmann, C Mallet, M Brédif
Remote Sensing 9 (3), 277:1-277:28, 2017
512017
Thermal 3D mapping for object detection in dynamic scenes
M Weinmann, J Leitloff, L Hoegner, B Jutzi, U Stilla, S Hinz
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2014
292014
Analytical and numerical investigations on the accuracy and robustness of geometric features extracted from 3D point cloud data
A Dittrich, M Weinmann, S Hinz
ISPRS Journal of Photogrammetry and Remote Sensing 126, 195-208, 2017
272017
Fully automatic image-based registration of unorganized TLS data
M Weinmann, B Jutzi
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2011
262011
Weighted data fusion for UAV-borne 3D mapping with camera and line laser scanner
B Jutzi, M Weinmann, J Meidow
International Journal of Image and Data Fusion 5 (3), 226-243, 2014
252014
Finding a good feature detector-descriptor combination for the 2D keypoint-based registration of TLS point clouds
S Urban, M Weinmann
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2015
242015
Geometric features and their relevance for 3D point cloud classification
M Weinmann, B Jutzi, C Mallet, M Weinmann
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2017
232017
GEOMETRIC FEATURES AND THEIR RELEVANCE FOR 3D POINT CLOUD CLASSIFICATION
B Jutzi, C Mallet, M Weinmann
23*2017
Classification of airborne laser scanning data using geometric multi-scale features and different neighbourhood types
R Blomley, B Jutzi, M Weinmann
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2016
232016
Using multi-scale features for the 3d semantic labeling of airborne laser scanning data
R Blomley, M Weinmann
ISPRS Annals of the Photogrammetry, Remote Sensing & Spatial Information …, 2017
212017
Visual Features—From Early Concepts to Modern Computer Vision
M Weinmann
Advanced Topics in Computer Vision, 1-34, 2013
212013
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