Building Detection Using LIDAR Data and Multi-spectral Images

机译：使用LIDAR数据和多光谱图像进行建筑物检测

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A method the automatic detection of buildings from LIDAR data and multi-spectral images is presented. A classification technique using various cues derived from these data is applied in a hierarchic way to overcome the problems encountered in areas of heterogeneous appearance of buildings. Both first and last pulse data and the normalised difference vegetation index are used in that process. We describe the algorithms involved, giving examples for a test site in Fairfield (NSW).

机译：提出了一种利用激光雷达数据和多光谱图像自动检测建筑物的方法。使用从这些数据中获得的各种线索的分类技术以分层方式应用，以克服在建筑物外观异构区域中遇到的问题。在该过程中，将使用第一个和最后一个脉冲数据以及归一化差异植被指数。我们描述了所涉及的算法，并给出了Fairfield（NSW）测试站点的示例。

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来源
《Biennial Australian Pattern Recognition Society Conference(DICTA2003) v.2; 2003; Sydney; AU》|2003年|P.673-682|共10页
会议地点 Sydney(AU);Sydney(AU);Sydney(AU)
作者
Franz Rottensteiner; John Trinder; Simon Clode; Kurt Kubik;
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作者单位

School of Surveying and Spatial Information Systems, The University of New South Wales, Sydney, NSW 2052, Australia;

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会议组织
原文格式 PDF
正文语种 eng
中图分类信息处理（信息加工）;
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专利

1. Using the Dempster-Shafer method for the fusion of LIDAR data and multi-spectral images for building detection [J] . Franz Rottensteiner, John Trinder, Simon Clode, Information Fusion . 2005,第4期

机译：使用Dempster-Shafer方法将LIDAR数据与多光谱图像融合以进行建筑物检测
2. Building detection by fusion of airborne laser scanner data and multi-spectral images: Performance evaluation and sensitivity analysis [J] . Franz Rottensteiner, John Trinder, Simon Clode, ISPRS Journal of Photogrammetry and Remote Sensing . 2007,第2期

机译：通过融合机载激光扫描仪数据和多光谱图像进行建筑物检测：性能评估和灵敏度分析
3. Detection of building changes from aerial images and light detection and ranging (LIDAR) data [J] . Liang-Chien Chen, Li-Jer Lin Journal of Applied Remote Sensing . 2010,第Null期

机译：根据航拍图像和光检测和测距（LIDAR）数据检测建筑物变化
4. Building Detection Using LIDAR Data and Multi-spectral Images [C] . Franz Rottensteiner, John Trinder, Simon Clode, Biennial Australian pattern recognition society conference . 2003

机译：使用LIDAR数据和多光谱图像进行建筑检测
5. Use of multi-spectral imagery and LiDAR data to quantify compositional and structural characteristics of vegetation in red-cockaded woodpecker ( Picoides borealis) habitat in North Carolina. [D] . Carney, Joelle Marie. 2009

机译：利用多光谱图像和LiDAR数据量化北卡罗莱纳州红red啄木鸟（Picoides borealis）生境中植被的组成和结构特征。
6. Voxel segmentation-based 3D building detection algorithm for airborne LIDAR data [O] . Liying Wang, Yan Xu, Yu Li, -1

机译：基于体素分割的机载LIDAR数据3D建筑物检测算法
7. A fusion approach to building-boundary extraction using airborne LIDAR data and multi-spectral images [O] . Shao You Civil Environmental Engineering Faculty of Engineering UNSW 2015

机译：利用机载LIDAR数据和多光谱图像进行建筑物边界提取的融合方法
8. Creating Orthographically Rectified Satellite Multi-Spectral Imagery with High Resolution Digital Elevation Model from LiDAR: A Tutorial. [R] . Brown, R. O. 2014

机译：利用激光雷达高分辨率数字高程模型创建正交整流卫星多光谱图像：教程。

Building Detection Using LIDAR Data and Multi-spectral Images

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