| Paper Abstract and Keywords |
| Presentation |
2007-02-22 10:25
A Study on Accurate Image Clustering Using Color Edges
Takashi Watanabe, Miki Haseyama (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper proposes a similar image clustering method. We have proposed a image clustering scheme using image structures and quadratic form distances between color histograms. However, since this scheme cannot effectively utilizethe distribution of colors within the target images, misclassification of these images is inevitable.
In order to utilize these features more effectively, the proposed method classifies the images by the K-means algorithm based on distances between color correlograms, which can be utilized for describing the relationship of colors to spatial distances. Furthermore, by reconstructing clusters based on colors at the edges and their neighborhoods, the accurate image clustering can be realized. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
similar image clustering / color correlogram / edge / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, pp. 7-10, Feb. 2007. |
| Paper # |
|
| Date of Issue |
2007-02-15 (ITS, IE) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
ITE-ME ITS IE ITE-HI ITE-AIT |
| Conference Date |
2007-02-22 - 2007-02-23 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Image Processings, Video Media for ITS, etc. |
| Paper Information |
| Registration To |
ITE-ME |
| Conference Code |
2007-02-ITE-ME-ITS-IE-ITE-HI-ITE-CG |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study on Accurate Image Clustering Using Color Edges |
| Sub Title (in English) |
|
| Keyword(1) |
similar image clustering |
| Keyword(2) |
color correlogram |
| Keyword(3) |
edge |
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| 1st Author's Name |
Takashi Watanabe |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Miki Haseyama |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2007-02-22 10:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
ITE-ME |
| Paper # |
ITS2006-44, IE2006-229 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.534(ITS), no.536(IE) |
| Page |
pp.7-10 |
| #Pages |
4 |
| Date of Issue |
2007-02-15 (ITS, IE) |