| Presentation | 1997/3/7 Design of Adaptive Stack Filters Using Counter Propagation Networks Mitsuji MUNEYASU, Yoshihiro YASUI, Takao HINAMOTO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, a novel design technique of adaptive stack filters is proposed. The Boolean function of the proposed filters is selected by the controller based on the counter propagation networks. This controller classifies an input vector into some cluster according to its pattern and selects the Boolean function corresponding to its cluster. The Boolean functions used in this technique are adjusted by using adaptive least mean absolute (ALMA) algorithm. As the inputs of this controller, each case of binary and multilevel signals is considered. Finally, a simulation example is given to illustrate the utility of the proposed technique. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | noise reduction / edge-preserving smoothing / neural network / image processing / nonlinear filter |
| Paper # | CAS96-107,DSP96-158,CS96-163 |
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| Conference Information | |
| Committee | DSP |
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| Conference Date | 1997/3/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Digital Signal Processing (DSP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Design of Adaptive Stack Filters Using Counter Propagation Networks |
| Sub Title (in English) | |
| Keyword(1) | noise reduction |
| Keyword(2) | edge-preserving smoothing |
| Keyword(3) | neural network |
| Keyword(4) | image processing |
| Keyword(5) | nonlinear filter |
| 1st Author's Name | Mitsuji MUNEYASU |
| 1st Author's Affiliation | Faculty of Engineering, Hiroshima University() |
| 2nd Author's Name | Yoshihiro YASUI |
| 2nd Author's Affiliation | Faculty of Engineering, Hiroshima University |
| 3rd Author's Name | Takao HINAMOTO |
| 3rd Author's Affiliation | Faculty of Engineering, Hiroshima University |
| Date | 1997/3/7 |
| Paper # | CAS96-107,DSP96-158,CS96-163 |
| Volume (vol) | vol.96 |
| Number (no) | 552 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |