A new real-time method for description and generalized segmentation of color images

被引：3

作者：

Kiy K.I. ^{[1
]}

机构：

[1] Keldysh Institute of Applied Mathematics, Russian Academy of Sciences, Moscow 125047

来源：

Pattern Recognition and Image Analysis | 2010年 / 20卷 / 02期

关键词：

Computer vision; Generalized segmentation; Geometrized histogram; Topological object;

D O I：

10.1134/S1054661810020082

中图分类号：

学科分类号：

摘要：

In this paper, a new method of automatic generalized segmentation of color images for real-time processing is described. The method is based on attaching to any image a new topological object, a geometrized histogram, which joins statistical and geometric image descriptions. The generalized segmentation is based on new clustering methods in the spaces of the geometrized histogram, which reduce the dimension of the problem, using the structures on the classifying space induced by the image itself. A software implementation provides processing real-world scenes, input from a video camera, at a high rate. © 2010 Pleiades Publishing, Ltd.

引用

页码：169 / 178

页数：9

共 7 条

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