Building extraction from multiple images and LIDAR data

Fei Deng; Zuxun Zhang; Jianqing Zhang; Dong Zhang

doi:10.1117/12.654946

3 November 2005 Building extraction from multiple images and LIDAR data

Fei Deng, Zuxun Zhang, Jianqing Zhang, Dong Zhang

Proceedings Volume 6043, MIPPR 2005: SAR and Multispectral Image Processing; 60431X (2005) https://doi.org/10.1117/12.654946
Event: MIPPR 2005 SAR and Multispectral Image Processing, 2005, Wuhan, China

Abstract

This paper investigate into semi-automatic building recognition in urban area with laser scanned data (LIDAR) and multiple overlap images. Three image sequences, two oblique photography to buildings' walls and one vertical photography to building's roof, and DSM from LIDAR data are used as sources of information. Classification and segmentation can be processed by combined multi-spectral information which is provided by color aerial image and geometric information from a laser scanned DSM . A line segment matching, based on geometry and chromatic constraint, is applied for automatically getting the corresponding line features in multi target images. We also discuss the approach to group 3-D segment into planes and verification of 3D building hypothesis.

Citation Download Citation

Fei Deng, Zuxun Zhang, Jianqing Zhang, and Dong Zhang "Building extraction from multiple images and LIDAR data", Proc. SPIE 6043, MIPPR 2005: SAR and Multispectral Image Processing, 60431X (3 November 2005); https://doi.org/10.1117/12.654946

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