Research on a new method of subpixel location using GA

Author

Yang, Yinghua ; Tang, Zhenhao ; Chen, Xiaobo

Author_Institution

Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China

Volume

8

fYear

2010

fDate

10-12 Aug. 2010

Firstpage

4219

Lastpage

4223

Abstract

As we all know that the precision of data, which get from the measure part of the control system in modern industry, makes obvious influence in the whole system. High precision is always the key issue in the target recognition and location. The image measurement technology is one of the important branches. Depend on the research a new subpixel location method based on genetic algorithm (GA) is proposed. The principle and implementation steps of the improved method are analyzed. On the basis of the analysis of this method, several experiments are given. The experimental results of the simulation are discussed which proved the feasibility and effectiveness of the scheme.

Keywords

genetic algorithms; image recognition; control system; data precision; genetic algorithm; image measurement technology; modern industry; subpixel location; target location; target recognition; Accuracy; Charge coupled devices; Diffraction; Force measurement; Pixel; Temperature measurement; Time measurement; GA; image measurement; image processing; subpixel location;

fLanguage

English

Publisher

ieee

Conference_Titel

Natural Computation (ICNC), 2010 Sixth International Conference on

Conference_Location

Yantai, Shandong

Print_ISBN

978-1-4244-5958-2

Type

conf

DOI

10.1109/ICNC.2010.5583676

Filename

5583676