Large-scale building scenes reconstruction from close-range images based on line and plane feature

Yi Ding; Jianqing Zhang

doi:10.1117/12.749627

15 November 2007 Large-scale building scenes reconstruction from close-range images based on line and plane feature

Yi Ding, Jianqing Zhang

Proceedings Volume 6788, MIPPR 2007: Pattern Recognition and Computer Vision; 67881I (2007) https://doi.org/10.1117/12.749627
Event: International Symposium on Multispectral Image Processing and Pattern Recognition, 2007, Wuhan, China

Abstract

Automatic generate 3D models of buildings and other man-made structures from images has become a topic of increasing importance, those models may be in applications such as virtual reality, entertainment industry and urban planning. In this paper we address the main problems and available solution for the generation of 3D models from terrestrial images. We first generate a coarse planar model of the principal scene planes and then reconstruct windows to refine the building models. There are several points of novelty: first we reconstruct the coarse wire frame model use the line segments matching with epipolar geometry constraint; Secondly, we detect the position of all windows in the image and reconstruct the windows by established corner points correspondences between images, then add the windows to the coarse model to refine the building models. The strategy is illustrated on image triple of college building.

Citation Download Citation

Yi Ding and Jianqing Zhang "Large-scale building scenes reconstruction from close-range images based on line and plane feature", Proc. SPIE 6788, MIPPR 2007: Pattern Recognition and Computer Vision, 67881I (15 November 2007); https://doi.org/10.1117/12.749627

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KEYWORDS

3D modeling

Image segmentation

Visual process modeling

3D image processing

Visualization

Data modeling

Solid modeling

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