Geometric-based Segmentation of Polarization-Encoded Images

被引:0
作者
Ainouz, Samia [1 ]
Morel, Olivier [1 ]
Meriaudeau, Fabrice [1 ]
机构
[1] Univ Bourgogne, Lab Elect Informat & Image LE2I, UMR CNRS 5158, F-71200 Le Creusot, France
来源
SITIS 2008: 4TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY AND INTERNET BASED SYSTEMS, PROCEEDINGS | 2008年
关键词
Mueller images; fundamental problem; geometric algebra; multivectors; segmentation; Fuzzy K-means algorithm;
D O I
10.1109/SITIS.2008.13
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In the framework of Mueller parameters imaging, polarization-encoded images have sixteen channels. The relevancy of such multidimensional structure comes from the set of physical information they carry about the local nature of the target. The admissibility constraints imposed on these images make awkward their analysis and processing and prevent to explore their richness. This induces the need for a proper tool that allows the analysis and processing of polarization-encoded images. In this paper we address a new method to segment Mueller imaging and use the geometric algebra to represent the polarization formalism and segment polarization-encoded images while respecting their physical meaning. The segmentation task is based on the Fuzzy K-mean algorithm.
引用
收藏
页码:375 / 381
页数:7
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