| Presentation | 1996/5/17 A Study on the Image Segmentation Method with Region Modifying Shinichi SAKAIDA, Yoshiaki SHISHIKUI, Yutaka TANAKA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose an image segmentation method which is used for a pre-processing of the object-based picture coding. The segmentation method by K-means algorithm, which is a widely used clustering method, sometimes segments an image into too many small regions and also splits the image at a position that does not correspond to the original boundary of an object in the image. To deal with these problems, we apply a three step region modifying scheme to the clustering result. We can obtain satisfactory results using this method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image Segmentation / Object-based Picture Coding / K-means Algorithm |
| Paper # | IE96-11 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 1996/5/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
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| Paper Information | |
| Registration To | Image Engineering (IE) |
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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 the Image Segmentation Method with Region Modifying |
| Sub Title (in English) | |
| Keyword(1) | Image Segmentation |
| Keyword(2) | Object-based Picture Coding |
| Keyword(3) | K-means Algorithm |
| 1st Author's Name | Shinichi SAKAIDA |
| 1st Author's Affiliation | NHK Science and Technical Research Laboratories() |
| 2nd Author's Name | Yoshiaki SHISHIKUI |
| 2nd Author's Affiliation | NHK Science and Technical Research Laboratories |
| 3rd Author's Name | Yutaka TANAKA |
| 3rd Author's Affiliation | NHK Science and Technical Research Laboratories |
| Date | 1996/5/17 |
| Paper # | IE96-11 |
| Volume (vol) | vol.96 |
| Number (no) | 44 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |