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An Approach to Color Image Segmentation Based on Fuzzy Dominant Color and Road Detection(PDF)

《南京理工大学学报》(自然科学版)[ISSN:1005-9830/CN:32-1397/N]

Issue:
2000年04期
Page:
353-358
Research Field:
Publishing date:

Info

Title:
An Approach to Color Image Segmentation Based on Fuzzy Dominant Color and Road Detection
Author(s):
GengBoying LuJianfeng YangJingyu
Department of Computer Science and Engineering,NUST,Nanjing 210094
Keywords:
color imag e segmentat ion fuzzy set pattern classif icat ion visual navigat ion
PACS:
TP391.4
DOI:
-
Abstract:
A new approach to color image segmentat ion based on the fuzzy dominant color is proposed. According to the proport ions of all the fuzzy dominant colors in each area of image, a dynamic color look-up table is constructed. The fuzzy dominant color is computed for every pix of current image. And the classif icat ion labels are marked throug h the look-up table. The approach avoids the int rinsic draw backs of supervised classif icat ion methods and the homogeneous requirements of each color in unsuperv ised methods. Ex perimental result s show that the new approach is ef fect ive and insensit ive to noise.

References:

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Memo

Memo:
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Last Update: 2013-03-25