| Presentation | 2002/2/25 A study on noise removal from image sequences by three-dimensional neural filter Hideki IMADA, Isao NAKANISHI, Yoshio ITOH, Yutaka FUKUI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | On the noise removal from image sequences, many studies have been reported. By the method using a linear filter, it is difficult to distinguish whether the abrupt change in the value of image pixel is due to the noise or motion. A neural filter, a kind of nonlinear filter, is applicable to such problems. In this paper two applications of neural filters to noise removal of image sequences are presented. One is the ALE type three-dimensional neural filter and another is the learning type three-dimensional neural filter. Simulation results show the validity of the proposed scheme. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image sequences / Three-dimensional neural filter / Noise removal / Three-dimensional data |
| Paper # | CAS2001-109 |
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| Conference Information | |
| Committee | CAS |
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| Conference Date | 2002/2/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Circuits and Systems (CAS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on noise removal from image sequences by three-dimensional neural filter |
| Sub Title (in English) | |
| Keyword(1) | Image sequences |
| Keyword(2) | Three-dimensional neural filter |
| Keyword(3) | Noise removal |
| Keyword(4) | Three-dimensional data |
| 1st Author's Name | Hideki IMADA |
| 1st Author's Affiliation | Faculty of Engineering, Tottori University() |
| 2nd Author's Name | Isao NAKANISHI |
| 2nd Author's Affiliation | Faculty of Education & Regional Sciences, Tottori University |
| 3rd Author's Name | Yoshio ITOH |
| 3rd Author's Affiliation | Faculty of Engineering, Tottori University |
| 4th Author's Name | Yutaka FUKUI |
| 4th Author's Affiliation | Faculty of Engineering, Tottori University |
| Date | 2002/2/25 |
| Paper # | CAS2001-109 |
| Volume (vol) | vol.101 |
| Number (no) | 665 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |