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Two Stage View Planning for Large-Scale Site Modeling

Paul S. Blaer; Peter K. Allen

Title:
Two Stage View Planning for Large-Scale Site Modeling
Author(s):
Blaer, Paul S.
Allen, Peter K.
Date:
Type:
Articles
Department:
Computer Science
Permanent URL:
Book/Journal Title:
3DPVT 2006: Third International Symposium on 3D Data Processing, Visualization, and Transmission: June 14-16, 2006, University of North Carolina, Chapel Hill, USA
Book Author:
Pollefeys, Marc
Publisher:
IEEE
Publisher Location:
Piscataway, N.J.
Abstract:
We present a systematic view planning method to assist construction of 3-D models of large outdoor sites using a mobile robot platform with mounted scanner. In the first stage, we begin with a 2-D site footprint and the planner generates a minimal set of sufficient covering views. These views which incorporate constraints on the scanner, including field of view, minimum and maximum scanning distance, and grazing angle, serve as the initial set of scans which yields an approximate 3-D model of the site. In the second stage, we update this model by using a voxel-based occupancy procedure to plan and acquire the next best view. The algorithm continues to update the model sequentially until an accurate and complete 3-D model is obtained. Results are shown for a segment of the Columbia University campus. The system can also be used as a planning tool for manual construction of 3-D site models.
Subject(s):
Artificial intelligence
Robotics
Publisher DOI:
http://dx.doi.org/10.1109/3DPVT.2006.143
Item views:
121
Metadata:
text | xml

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