DocumentCode :
2879752
Title :
Sequence Images Mosaic Method Based on Vehicle-Mounted Camera
Author :
Hangqing Zhao ; Dingkai Huang
Author_Institution :
Dept. of Control Eng., Acad. of Armored Force Eng., Beijing, China
Volume :
2
fYear :
2012
fDate :
28-29 Oct. 2012
Firstpage :
491
Lastpage :
494
Abstract :
An image mosaic method based on multi-constraint was proposed to achieve the sequence images mosaic based on vehicle-borne quickly. Firstly, Harris corners of the sequence images were extracted after the distortions were eliminated. Secondly, a matching algorithm based on multi-constraint was applied to get 3 correct pairs of matching points between the adjacent frames. Furthermore, the parameters of the rigid transform matrix were calculated with least squares method. Then, a global registration strategy was adopted to avoid error accumulation. Finally, image fusion method with the weighted mean was used to achieve the sequence images mosaic. Experimental results show the method achieves the sequence images mosaic quickly and accurately.
Keywords :
cameras; error statistics; image fusion; image matching; image segmentation; image sequences; least squares approximations; matrix algebra; error accumulation; global registration strategy; image fusion method; least squares method; matching algorithm; multiconstraint; rigid transform matrix; sequence images mosaic method; vehicle-mounted camera; weighted mean; Algorithm design and analysis; Cameras; Detection algorithms; Feature extraction; Image registration; Nonlinear distortion; Transforms; Harris corner; autonomous land vehicle; multi-constraint; sequence images mosaic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-2646-9
Type :
conf
DOI :
10.1109/ISCID.2012.276
Filename :
6406045
Link To Document :
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