DocumentCode :
2229884
Title :
Optimization image mosaic algorithm based on optimize Fourier - Mellin Transform
Author :
Luo, Xiao ; Luo, Qingsheng ; Han, Baoling ; He, Hao
Author_Institution :
Sch. of Mechatronical Eng., Beijing Inst. of Technol., Beijing, China
Volume :
2
fYear :
2010
fDate :
20-22 Aug. 2010
Abstract :
In order to deal with the problem of that conventional algorithm of mosaic needed large coincidence region for registration and different gray in coincidence region may influent quality; this paper presents an algorithm of mosaic that combing the Fourier - Mellin Transform (FMT) and the characteristics of the Regional Detection. Firstly, the feature images are intercepted from real images for the information of shift, rotation and zoom by FMT. Then combines the location information that the feature images in panoramic image to splice image. Finally, we can mosaic image correctly in the condition of release workload. The experimental results show that algorithm can decrease the region overlay in adjacent image, on condition that ensure the stitching precision to improve splicing efficiency, while the Conventional image mosaic algorithm likes Fourier - Mellin Transform (FMT), needed above 50% coincidence region in adjacent image to realize correct mosaic.
Keywords :
Fourier transforms; image colour analysis; image registration; image segmentation; optimisation; realistic images; FMT; conventional algorithm; feature images; optimization image mosaic algorithm; optimize Fourier-Mellin transform; panoramic image; real images; regional detection; splice image; splicing efficiency; Image recognition; Splicing; Fourier-Mellin Transform (FMT); characteristics of the Regional; panoramic mosaic; region overlay;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location :
Chengdu
ISSN :
2154-7491
Print_ISBN :
978-1-4244-6539-2
Type :
conf
DOI :
10.1109/ICACTE.2010.5579607
Filename :
5579607
Link To Document :
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