| Presentation | 2010-03-16 Structural Pattern Recognition of Aggregated Dot Patterns based on Density Gradient Kenji SATOU, Takeki YAMADA, Hidenori TAKAUJI, Shun'ichi KANEKO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we name the images obtained by mapping dots from defect inspections as secondary images. We propose a method of extracting informations for specifying the causes of distinctive structural patterns that appear in the secondary images. We suggest a light process in order to obtain a real time inspection and feature extraction process at the same time. The patterns that appear in the secondary images are lines, aggregated patterns which we call "islands", and random dots. In this study we focus on the recognition of "island" patterns. Our method is robust to the variation of average dot densities of the secondary image and the recognition results can be adjusted to the recognition results of skilled mechanics. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Density gradient / Orientation Coding / Clustering / Dot pattern recognition / Noise |
| Paper # | PRMU2009-314,HIP2009-199 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2010/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Structural Pattern Recognition of Aggregated Dot Patterns based on Density Gradient |
| Sub Title (in English) | |
| Keyword(1) | Density gradient |
| Keyword(2) | Orientation Coding |
| Keyword(3) | Clustering |
| Keyword(4) | Dot pattern recognition |
| Keyword(5) | Noise |
| 1st Author's Name | Kenji SATOU |
| 1st Author's Affiliation | Sumitomo Metal Mining Co., Ltd.() |
| 2nd Author's Name | Takeki YAMADA |
| 2nd Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
| 3rd Author's Name | Hidenori TAKAUJI |
| 3rd Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
| 4th Author's Name | Shun'ichi KANEKO |
| 4th Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
| Date | 2010-03-16 |
| Paper # | PRMU2009-314,HIP2009-199 |
| Volume (vol) | vol.109 |
| Number (no) | 470 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |