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Correction of Erroneous Model Key Points Extracted from Segmented Laser Scanner Data and Accuracy Evaluation
Correction of Erroneous Model Key Points Extracted from Segmented Laser Scanner Data and Accuracy Evaluation
Yoo, Eun Jin;Park, So Young;Yom, Jae-Hong;Lee, Dong-Cheon
Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography. 2013. Dec, 31(6_2): 611-623
DOI : http://dx.doi.org/10.7848/ksgpc.2013.31.6-2.611
  • Received : December 04, 2013
  • Published : December 31, 2013
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Yoo, Eun Jin
Park, So Young
Yom, Jae-Hong
Lee, Dong-Cheon
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Yoo, Eun Jin
Park, So Young
Yom, Jae-Hong
Lee, Dong-Cheon
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Abstract
Keywords

Abstract
Point cloud data (i.e., LiDAR; Light Detection and Ranging) collected by Airborne Laser Scanner (ALS) system is one of the major sources for surface reconstruction including DEM generation, topographic mapping and object modeling. Recently, demand and requirement of the accurate and realistic Digital Building Model (DBM) increase for geospatial platforms and spatial data infrastructure. The main issues in the object modeling such as building and city modeling are efficiency of the methodology and quality of the final products. Efficiency and quality are associated with automation and accuracy, respectively. However, these two factors are often opposite each other. This paper aims to introduce correction scheme of incorrectly determined Model Key Points (MKPs) regardless of the segmentation method. Planimetric and height locations of the MKPs were refined by surface patch fitting based on the Least-Squares Solution (LESS). The proposed methods were applied to the synthetic and real LiDAR data. Finally, the results were analyzed by comparing adjusted MKPs with the true building model data.
Keywords
LiDAR ;  Segmented surface patch ;  Model key feature ;  Surface fitting
References
Citing 'Correction of Erroneous Model Key Points Extracted from Segmented Laser Scanner Data and Accuracy Evaluation '
@article{ GCRHBD_2013_v31n6_2_611} ,title={Correction of Erroneous Model Key Points Extracted from Segmented Laser Scanner Data and Accuracy Evaluation} ,volume={6_2} , url={http://dx.doi.org/10.7848/ksgpc}, DOI={10.7848/ksgpc} , number= {6_2} , journal={Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography} , publisher={Korean Society of Surveying, Geodesy, Photogrammetry and Cartography} , author={Eun Jin, Yoo and So Young, Park and Jae-Hong, Yom and Dong-Cheon, Lee} , year={2013} , month={Dec}