Image Stitching Based on Motion Estimation

Author

Kang, Guang-Quan

Author_Institution

Electron. Inf. Eng. Sch., Sanjiang Univ., Nanjing, China

Volume

2

fYear

2010

fDate

4-6 June 2010

Firstpage

82

Lastpage

85

Abstract

To get the scene image of wide view field, firstly block matching based on phase correlation is applied to estimate the motion vector field, then the outlier motion vectors caused by image noise or shadow of motion object are rejected with the motion vector distribution, lastly the parameters of transformation model can be calculated with the obtained dominant motion vectors to implement image sequence stitching. Experimental result using real image sequence demonstrates the availability of this method.

Keywords

correlation methods; image matching; image sequences; motion estimation; block matching; dominant motion vectors; image sequence stitching; motion vector distribution; motion vector field estimation; phase correlation; transformation model; Application software; Distributed computing; Image matching; Image processing; Image resolution; Image sequences; Layout; Motion estimation; Phase estimation; Phase noise; block matching; image stitching; motion estimation;

fLanguage

English

Publisher

ieee

Conference_Titel

Information and Computing (ICIC), 2010 Third International Conference on

Conference_Location

Wuxi, Jiang Su

Print_ISBN

978-1-4244-7081-5

Electronic_ISBN

978-1-4244-7082-2

Type

conf

DOI

10.1109/ICIC.2010.114

Filename

5514096