| 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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| PDF Download Page |  PDF download Page Link |
| 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 | MVE |
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| Conference Date | 2007/11/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Media Experience and Virtual Environment (MVE) |
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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) | 360 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |