Ontology-Based Classification of Building Types Detected from Airborne Laser Scanning Data

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

Graph-Based Mapping of Urban Structure Types From High-Resolution Satellite Image Objects—Case Study of the German Cities Rostock and Erfurt

(2013) Irene Walde et al.   IEEE Geoscience and Remote Sensing Letters

A graph-based algorithm to define urban topology from unstructured geospatial data

(2013) J.-P. de Almeida et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Integration of orthoimagery and lidar data for object-based urban thematic mapping using random forests

(2013) Haiyan Guan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A generative statistical approach to automatic 3D building roof reconstruction from laser scanning data

(2013) Hai Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Advances in Geographic Object-Based Image Analysis with ontologies: A review of main contributions and limitations from a remote sensing perspective

(2013) Damien Arvor et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery

(2013) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2013) Joachim Niemeyer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Delineation of Central Business Districts in mega city regions using remotely sensed data

(2013) H. Taubenböck et al.   REMOTE SENSING OF ENVIRONMENT

Influence of Multi-Source and Multi-Temporal Remotely Sensed and Ancillary Data on the Accuracy of Random Forest Classification of Wetlands in Northern Minnesota

(2013) Jennifer Corcoran et al.   Remote Sensing

Data mining in the Life Sciences with Random Forest: a walk in the park or lost in the jungle?

(2012) W. G. Touw et al.   BRIEFINGS IN BIOINFORMATICS

Automated Urban Analysis Based on LiDAR-Derived Building Models

(2012) Diego Gonzalez-Aguilera et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Urban vegetation detection using radiometrically calibrated small-footprint full-waveform airborne LiDAR data

(2012) Bernhard Höfle et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data

(2012) Markus Immitzer et al.   Remote Sensing

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of Automatic Building Detection Approaches Combining High Resolution Images and LiDAR Data

(2011) Txomin Hermosilla et al.   Remote Sensing

Automatic detection of residential buildings using LIDAR data and multispectral imagery

(2010) Mohammad Awrangjeb et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Comparison of Evaluation Techniques for Building Extraction From Airborne Laser Scanning

(2009) M. Rutzinger et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hierarchical object oriented classification using very high resolution imagery and LIDAR data over urban areas

(2008) Yunhao Chen et al.   ADVANCES IN SPACE RESEARCH

Developing a modular hydrogeology ontology by extending the SWEET upper-level ontologies

(2008) Ajay Tripathi et al.   COMPUTERS & GEOSCIENCES

Using building energy simulation and geospatial modeling techniques to determine high resolution building sector energy consumption profiles

(2008) Shem Heiple et al.   ENERGY AND BUILDINGS

Fuzzy spatial relation ontology for image interpretation

(2008) Céline Hudelot et al.   FUZZY SETS AND SYSTEMS