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Proceedings Paper

Building outline detection based on height and intensity information from airborne LIDAR system
Author(s): Chengyi Wang; Zhongming Zhao
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Paper Abstract

The paper presents a new automatic method to detect the outline of buildings based on height and Intensity from Airborne LiDAR system. The main idea of the method is to detect outline of buildings using SVM (Support vector machine) training knowledge obtained from the artificial interpretation of the training data. Support vector machines (SVMs) are a set of related supervised learning methods used for classification and regression. Experiments using real data are presented and show the feasibility of the suggested approach.

Paper Details

Date Published: 14 November 2007
PDF: 8 pages
Proc. SPIE 6789, MIPPR 2007: Medical Imaging, Parallel Processing of Images, and Optimization Techniques, 67892E (14 November 2007); doi: 10.1117/12.750612
Show Author Affiliations
Chengyi Wang, Institute of Remote Sensing Applications (China)
Zhongming Zhao, Institute of Remote Sensing Applications (China)


Published in SPIE Proceedings Vol. 6789:
MIPPR 2007: Medical Imaging, Parallel Processing of Images, and Optimization Techniques

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