ATTITUDE ESTIMATION USING MOMENT INVARIANTS

被引:8
作者
MUKUNDAN, R [1 ]
MALIK, NK [1 ]
RAMAKRISHNAN, KR [1 ]
机构
[1] INDIAN INST SCI,DEPT ELECT ENGN,BANGALORE 560012,KARNATAKA,INDIA
关键词
MOMENT INVARIANTS; ATTITUDE ESTIMATION; COMPUTER VISION;
D O I
10.1016/0167-8655(93)90072-L
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The problem of estimating the three-dimensional rotational parameters of a rigid body from its monocular image data has been considered using the method of moment invariants. Second- and third-order moment invariants are used to construct the feature vector for the scale and orientation independent identification of the camera view axis direction in the body-fixed reference frame. The camera rotation angle about the view axis is derived from second-order central moments. The relative attitude of the rigid body is then expressed in terms of quaternion parameters to model the outputs of a video sensor in attitude control simulations. Experimental results and simulation outputs are presented using the mathematical model of a spacecraft.
引用
收藏
页码:199 / 205
页数:7
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