| Presentation | 2014-03-07 Design of Ll filters based on local shape clustering of images Masanori SAITO, Mitsuhiko MEGURO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a new design method of a Ll-filter based on local characteristics in images. It is not preferable for a filter to use the same filter coefficients whole image which tends to be a non-stationary signal. Therefore, at first, we divide each local image region into each class which belongs to the same shape of intensity value in local region in image. For the reason, we divide the local image region to each class by K-means and local SNR information. Secondly, we design each Ll-filter belongs to each class by LMS algorithms. Lastly, we use a prefer Ll filter in each local image characteristics. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | non-linear filter / Ll filter / clustering |
| Paper # | SIS2013-69 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2014/2/27(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) | Design of Ll filters based on local shape clustering of images |
| Sub Title (in English) | |
| Keyword(1) | non-linear filter |
| Keyword(2) | Ll filter |
| Keyword(3) | clustering |
| 1st Author's Name | Masanori SAITO |
| 1st Author's Affiliation | Depertment of Mathematical Information Engineering, Cllege of Industrial Technology, Nihon University() |
| 2nd Author's Name | Mitsuhiko MEGURO |
| 2nd Author's Affiliation | Depertment of Mathematical Information Engineering, Cllege of Industrial Technology, Nihon University |
| Date | 2014-03-07 |
| Paper # | SIS2013-69 |
| Volume (vol) | vol.113 |
| Number (no) | 467 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |