Title :
Image Mosaic Technique Based on the Information of Edge
Author :
Wu Zhi-guo ; Wang Ming-jia ; Wang Yu-qing
Author_Institution :
Changchun Inst. of Opt., Fine Mech. & Phys., Changchun, China
fDate :
July 31 2012-Aug. 2 2012
Abstract :
Image mosaic is an important branch in the field of image processing. This paper designs and realizes an image mosaic technique based on the information of edge. The technology is suitable for engineering application. First of all, two images of the adjoining frames are processed by convolution operation, get the edge images. And then we cut edge image into pieces and compute their spatial frequency. According to the value of the spatial frequency select reasonable registration model group. We compute correlation strength and the value of movement offset which are the model group and the current frame edge image. We can complete image mosaic by them. We use video sequence which of the resolution is 1024 * 768 do the experiment. The results show that the method has good effect and strong adaptability. Algorithm is high efficiency which running time is 24 ms. It is suitable for real-time processing requirements of the application. This method is an effective mosaic technique which is suitable for engineering application.
Keywords :
convolution; edge detection; image matching; image registration; image resolution; image segmentation; image sequences; video signal processing; convolution operation; correlation strength; engineering application; frame edge image; image mosaic technique; image processing; image registration model group; movement offset value; real-time processing requirements; running time; spatial frequency; video sequence resolution; Algorithm design and analysis; Computational modeling; Correlation; Image edge detection; Image resolution; Manganese; Vectors; Image matching; Image mosaic; Image registration; Spatial frequency;
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2012 Third International Conference on
Conference_Location :
GuiLin
Print_ISBN :
978-1-4673-2217-1
DOI :
10.1109/ICDMA.2012.115