| Presentation | 2019-12-12 [Fellow Memorial Lecture] Adaptive signal processing and image processing, linear or non-linear? Mitsuji Muneyasu, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is well known that an image is nonstationary, the processing according to its local property should be required. Therefore, adaptive processing is promising. However, the application of adaptive processing to an image has many problems. In this lecture, an overview of researches on the multidimensional and nonlinear adaptive signal processing by our group and its application to image processing are introduced. This talk begins with image processing using a linear filter and its problem and describes several algorithms of adaptive signal processing. Next, about the extension to the multidimensional case, the methods proposed by the authors are mainly introduced. Then I shift to the subject for nonlinear filter often used in image processing, and the application to nonlinear filters proposed by our group. Adaptive algorithms are also the core of neural networks that are currently active, so our work to neural networks is also introduced. Finally, the talk is summarized, and future works are described. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | adaptive filter / nonlinear signal processing / noise reduction / multi-dimensional state-space model / ounter propagation network |
| Paper # | SIS2019-30 |
| Date of Issue | 2019-12-05 (SIS) |
| Conference Information | |
| Committee | SIS |
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| Conference Date | 2019/12/12(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okayama University of Science |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Smart Personal Systems, etc. |
| Chair | Takayuki Nakachi(NTT) |
| Vice Chair | Noriaki Suetake(Yamaguchi Univ.) / Tomoaki Kimura(Kanagawa Inst. of Tech.) |
| Secretary | Noriaki Suetake(Tokyo Metropolitan Univ.) / Tomoaki Kimura(Kindai Univ.) |
| Assistant | Hideaki Misawa(National Inst. of Tech., Ube College) / Yukihiro Bandoh(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Fellow Memorial Lecture] Adaptive signal processing and image processing, linear or non-linear? |
| Sub Title (in English) | |
| Keyword(1) | adaptive filter |
| Keyword(2) | nonlinear signal processing |
| Keyword(3) | noise reduction |
| Keyword(4) | multi-dimensional state-space model |
| Keyword(5) | ounter propagation network |
| 1st Author's Name | Mitsuji Muneyasu |
| 1st Author's Affiliation | Kansai University(Kansai Univ.) |
| Date | 2019-12-12 |
| Paper # | SIS2019-30 |
| Volume (vol) | vol.119 |
| Number (no) | SIS-335 |
| Page | pp.pp.37-37(SIS), |
| #Pages | 1 |
| Date of Issue | 2019-12-05 (SIS) |