23 October 2014 Three-dimensional building roof boundary extraction using high-resolution aerial image and LiDAR data
Author Affiliations +
Abstract
This paper presents a semiautomatic method for rectilinear building roof boundary extraction, based on the integration of high-resolution aerial image and LiDAR (Light Detection and Ranging) data. The proposed method is formulated as an optimization problem, in which a snakes-based objective function is developed to represent the building roof boundaries in an object-space coordinate system. Three-dimensional polylines representing building roof boundaries are obtained by optimizing the objective function using the dynamic programming optimization technique. The results of our experiments showed that the proposed method satisfactorily performed the task of extracting different building roof boundaries from aerial image and LiDAR data.
© (2014) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
A. P. Dal Poz, A. P. Dal Poz, Antonio J. Fazan, Antonio J. Fazan, "Three-dimensional building roof boundary extraction using high-resolution aerial image and LiDAR data", Proc. SPIE 9244, Image and Signal Processing for Remote Sensing XX, 92440A (23 October 2014); doi: 10.1117/12.2066304; https://doi.org/10.1117/12.2066304
PROCEEDINGS
6 PAGES


SHARE
Back to Top