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Automatic 3D Reconstruction of Urban Areas, by using Epipolar Geometry and Template Matching
Proceedings of Conference on Construction Applications of Virtual Reality 2004, CONVR 2004, ADETTI/ISCTE, Lisbon
Year (definitive publication)
2004
Language
Portuguese
Country
Portugal
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Abstract
In this work we describe a novel technique for automatic 3D reconstruction of urban areas, from airborne stereo-pair images whose output is VRML. The main challenge is to compute the relevant information building’s height, roof’s description and texture – algorithmically, since it is very time consuming and thus expensive to produce it manually for large urban areas. The algorithm requires some initial calibration input and is able to compute the above mentioned building characteristics from the stereo pair, without no knowledge of the camera pose or its intrinsic parameters (other than the camera lens distortion parameters). To achieve this, we have used epipolar geometry, automatic feature extraction and we have solved the feature correspondence problem in the stereo pair, by using template matching
Acknowledgements
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Keywords
Epipolar Geometry,VRML,3D Reconstruction,Virtual Reality,Angra do Heroísmo
Fields of Science and Technology Classification
- Computer and Information Sciences - Natural Sciences
- Electrical Engineering, Electronic Engineering, Information Engineering - Engineering and Technology
- Other Humanities - Humanities
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