Image segmentation and contour detection using fractal coding

被引:29
作者
Ida, T [1 ]
Sambonsugi, Y [1 ]
机构
[1] Toshiba Corp, R&D Ctr, Commun & Informat Syst Res Labs, Lab 6,Saiwai Ku, Kawasaki, Kanagawa 210, Japan
关键词
chaos; fractals; image coding; image edge analysis; image segmentation;
D O I
10.1109/76.736726
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Fractal coding was applied to image segmentation and contour detection. The encoding method was the same as in conventional fractal coding, and the compressed code, which we call fractal code, was used for image segmentation and contour detection instead of image reconstruction. An image can be segmented by calculating the basin of attraction on a mapping that is a set of local maps from the domain block to the range block. The local maps are parameterized using the fractal code, and contours of the objects in the image are detected by the inverse mapping from the range block to the domain block. Some objects in the test image Lena were segmented, and the contours were detected well. The proposed methods are expected to enable compressed codes to be used directly for image processing.
引用
收藏
页码:968 / 975
页数:8
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