| Paper Abstract and Keywords |
| Presentation |
2007-02-22 11:40
Segmentation of Natural Color Images Using Fuzzy-Region Growing Algorithm
Toshiaki Kuraba, Hiroto Yokogishizawa, Junji Maeda (Muroran IT) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, we propose fuzzy-region growing algorithm to segment natural color images that suppresses an excessive partition. Segmentation of natural color images containing man-made objects and natural objects sometimes produces the excessive partition due to the texture regions, though it is required to reduce unnecessary regions as well as accurate segmentation. The purpose of the proposed method is to provide rough segmentation of texture regions while maintaining important edges by using fuzzy inference to integrate various features. The proposed method try to calculate the smoothed color features, texture features and edge features from an original image and to segment the image by fuzzy-region growing algorithm. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Image segmentation / anisotropic diffusion / texture features / fractal dimension / SGF / fuzzy inference / region growing algorithm / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, pp. 23-28, 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) |
Segmentation of Natural Color Images Using Fuzzy-Region Growing Algorithm |
| Sub Title (in English) |
|
| Keyword(1) |
Image segmentation |
| Keyword(2) |
anisotropic diffusion |
| Keyword(3) |
texture features |
| Keyword(4) |
fractal dimension |
| Keyword(5) |
SGF |
| Keyword(6) |
fuzzy inference |
| Keyword(7) |
region growing algorithm |
| Keyword(8) |
|
| 1st Author's Name |
Toshiaki Kuraba |
| 1st Author's Affiliation |
Muroran Institute of Technology (Muroran IT) |
| 2nd Author's Name |
Hiroto Yokogishizawa |
| 2nd Author's Affiliation |
Muroran Institute of Technology (Muroran IT) |
| 3rd Author's Name |
Junji Maeda |
| 3rd Author's Affiliation |
Muroran Institute of Technology (Muroran IT) |
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| Speaker |
Author-1 |
| Date Time |
2007-02-22 11:40:00 |
| Presentation Time |
25 minutes |
| Registration for |
ITE-ME |
| Paper # |
ITS2006-47, IE2006-232 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.534(ITS), no.536(IE) |
| Page |
pp.23-28 |
| #Pages |
6 |
| Date of Issue |
2007-02-15 (ITS, IE) |