| Presentation | 2010-03-04 Parameter Tuning of ε-Filter Based on Hellinger Distance Hayato HASHII, Go TANAKA, Noriaki SUETAKE, Eiji UCHINO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | ε-filter is a nonlinear smoothing filter to reduce the superimposed noise on a signal. The tuning of smoothing parameter by an input signal is needed to produce a good reconstructed one. The difference between the input and the reconstructed signals is regarded as a noise component. If the similarity between the estimated noise distribution and the assumed noise distribution model is high, a good reconstructed signal can be given. In the propose method, the similarity is calculated by Hellinger distance, and the smoothing parameter is tuned based on it. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Parameter tuning / ε-filter / Hellinger distance / Noise estimation / Noise distribution model |
| Paper # | SIS2009-54 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2010/2/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Parameter Tuning of ε-Filter Based on Hellinger Distance |
| Sub Title (in English) | |
| Keyword(1) | Parameter tuning |
| Keyword(2) | ε-filter |
| Keyword(3) | Hellinger distance |
| Keyword(4) | Noise estimation |
| Keyword(5) | Noise distribution model |
| 1st Author's Name | Hayato HASHII |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University() |
| 2nd Author's Name | Go TANAKA |
| 2nd Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University |
| 3rd Author's Name | Noriaki SUETAKE |
| 3rd Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University |
| 4th Author's Name | Eiji UCHINO |
| 4th Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University:Fuzzy Logic Systems Institute |
| Date | 2010-03-04 |
| Paper # | SIS2009-54 |
| Volume (vol) | vol.109 |
| Number (no) | 447 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |