Automatic Image Processing Filter Creation System Using NN

Author

Hata, Seiji ; Tanaka, Takateru ; Iga, Teppei ; Nakamura, Takashi

Author_Institution

Kagawa Univ., Kagawa

fYear

2007

fDate

4-7 June 2007

Firstpage

1569

Lastpage

1573

Abstract

The visual inspection system is used in various production systems. The visual inspection system judges the quality of products. But, there are some defects which are not detected with enough reliability on conventional systems. Therefore, the automatic generation system of best image processing filters which extract the proper characteristics of images for that kind of defects is proposed to improve recognition rate. This system is designed to generate the filters to detect the defects with vague edge precisely using neural network. Experiments shows the generated filters get better recognition rate.

Keywords

automatic optical inspection; computerised instrumentation; filters; image recognition; neural nets; production engineering computing; automatic generation system; automatic image processing filter creation; defect detection; neural network; visual inspection system; Character recognition; Computer vision; Filters; Image edge detection; Image processing; Image recognition; Inspection; Neural networks; Printing; Production systems;

fLanguage

English

Publisher

ieee

Conference_Titel

Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on

Conference_Location

Vigo

Print_ISBN

978-1-4244-0754-5

Electronic_ISBN

978-1-4244-0755-2

Type

conf

DOI

10.1109/ISIE.2007.4374837

Filename

4374837