DocumentCode
3230283
Title
A fast matching algorithm based on K-degree template
Author
Sha, Sha ; Jianer, Chen ; Sanding, Luo
Author_Institution
Sch. of Inf. Sci. & Eng., Central South Univ., Changsha, China
fYear
2009
fDate
25-28 July 2009
Firstpage
1967
Lastpage
1971
Abstract
To improve the correctness and real-time performance in the process of image matching, this paper proposed a fast matching algorithm based on image K-gray-degree clustering. Given a template with irregular shape, this algorithm divides the image into certain size blocks called R_block, and calculates their mean gray value, then clusters original templates to K-degree templates according to gray distribution of matching targets. At the same time the algorithm cluster the divided template to a K-degree template Tk and create a K-degree template set based on Tk, then matching these K-degree templates into the searching image from coarse to fine. In the process of coarse matching, it only needs to check whether corresponding blocks between template and sub-image are in the same degree. In the process of fine matching, the algorithm makes it possible for efficient matching of a template into an image based on the improved NCC formula, which is based on differential ordinal array, this reduces multiplication significantly. Experiments show that this algorithm is robust and fast under the condition of non-linear changing of local lighting, noise, target matching of irregular shape, and even matching in complex background.
Keywords
image matching; pattern clustering; set theory; statistical distributions; NCC formula; block matching; complex background; differential ordinal array; image K-gray-degree template set clustering; image target matching algorithm; irregular shape template matching; mean gray distribution value; nonlinear lighting change; nonlinear noise change; Background noise; Clustering algorithms; Computer science; Computer science education; Image coding; Image matching; Information science; Lighting; Noise robustness; Shape; K-value template; image processing; template matching;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science & Education, 2009. ICCSE '09. 4th International Conference on
Conference_Location
Nanning
Print_ISBN
978-1-4244-3520-3
Electronic_ISBN
978-1-4244-3521-0
Type
conf
DOI
10.1109/ICCSE.2009.5228224
Filename
5228224
Link To Document