Metric rectification for perspective images of planes

被引:193
作者
Liebowitz, D [1 ]
Zisserman, A [1 ]
机构
[1] Univ Oxford, Dept Engn Sci, Robot Res Grp, Oxford OX1 3PJ, England
来源
1998 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS | 1998年
关键词
D O I
10.1109/CVPR.1998.698649
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We describe the geometry constraints and algorithmic implementation for metric rectification of planes. The rectification allows metric properties, such as angles and length ratios, to be measured on the world plane from a perspective image. The novel contributions are: first. that in a stratified context the various forms of providing metric information, which include a known angle, two equal though unknown angles, and a known length ratio; cart all be represented as circular constraints on the parameters of an affine transformation of the plane - this provides a simple and uniform framework for integrating constraints; second, direct rectification front right angles in the plane; third it is shown that metric rectification enables calibration of the internal camera parameters; fourth, vanishing points are estimated using a Maximum Likelihood estimator; fifth, an algorithm Sor automatic rectification. Examples are given for a number of images, and applications demonstrated for texture map acquisition and metric measurements.
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页码:482 / 488
页数:7
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