AUTOMATIC IMAGE FILTER CREATION SYSTEM : TO USE FOR A DEFECT CLASSIFICATION SYSTEM(International Workshop on Advanced Image Technology 2007)
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概要
- 論文の詳細を見る
The Visual Inspection System is used in various production systems. The Visual Inspection Systemjudges 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.
- 社団法人電子情報通信学会の論文
- 2007-01-02
著者
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Hata Seiji
Kagawa University
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Tanaka Takateru
Kagawa University
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Iga Teppei
Kagawa University
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Nakamura Takashi
Futec Co.
関連論文
- AUTOMATIC IMAGE FILTER CREATION SYSTEM : TO USE FOR A DEFECT CLASSIFICATION SYSTEM(International Workshop on Advanced Image Technology 2007)
- AUTOMATIC IMAGE FILTER CREATION SYSTEM : TO USE FOR A DEFECT CLASSIFICATION SYSTEM