Presentation | 2007-11-29 An Improved Third-order Discrimination System for Two-dimensional Point Distribution Using Its Topology and Similar Distribution Estimated Statistically Takeshi KAITA, Hideo KITAJIMA, Miki HASEYAMA, Shingo TOMITA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We propose an improved third-order system for the discrimination of two-dimensional point distributions. This has training pattern creator to transpose a training pattern into its representative distribution that expresses relative location invariance feature of the pattern. Its feature extractor uses second-order feature that expresses topology of combinations of two points without redundancy. This transposes a training pattern into its feature vectors that express its similar patterns estimated statistically and its statistical feature. Discrimination accuracy by its discriminator of single-layered perceptron is high even if there is only one training pattern. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Linear filter / simplicial complex / Lindeberg condition / single-layered perceptron / higher-order input |
Paper # | PRMU2007-128,MVE2007-61 |
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Conference Information | |
Committee | PRMU |
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Conference Date | 2007/11/22(1days) |
Place (in Japanese) | (See Japanese page) |
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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) | An Improved Third-order Discrimination System for Two-dimensional Point Distribution Using Its Topology and Similar Distribution Estimated Statistically |
Sub Title (in English) | |
Keyword(1) | Linear filter |
Keyword(2) | simplicial complex |
Keyword(3) | Lindeberg condition |
Keyword(4) | single-layered perceptron |
Keyword(5) | higher-order input |
1st Author's Name | Takeshi KAITA |
1st Author's Affiliation | Oshima National College of Maritime Technology() |
2nd Author's Name | Hideo KITAJIMA |
2nd Author's Affiliation | Oshima National College of Maritime Technology |
3rd Author's Name | Miki HASEYAMA |
3rd Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
4th Author's Name | Shingo TOMITA |
4th Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
Date | 2007-11-29 |
Paper # | PRMU2007-128,MVE2007-61 |
Volume (vol) | vol.107 |
Number (no) | 359 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |