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Counter-harmonic mean-based tensor morphological operators and application in edge detection for color images.

Authors :
XIE Wei
DENG Ting-quan
SUN Hui-jie
Source :
Application Research of Computers / Jisuanji Yingyong Yanjiu. Feb2014, Vol. 31 Issue 2, p593-604. 4p.
Publication Year :
2014

Abstract

To establish the tensor model for color morphological operators, the paper proposed counter-harmonic mean-based color morphological operators by translating three-dimensional vectors into two-order positive definite symmetric tensors from HSV color space to tensor space. It used reference tensor method and tensorial similarity measure to construct input-preserving morphological operators. Finally, it conducted morphological gradient-based edge detection experiments to prove the feasibility and effectiveness of the proposed model. Experimental results show compared with traditional vector-based method, the tensor-based operators can get better effect. [ABSTRACT FROM AUTHOR]

Details

Language :
Chinese
ISSN :
10013695
Volume :
31
Issue :
2
Database :
Academic Search Index
Journal :
Application Research of Computers / Jisuanji Yingyong Yanjiu
Publication Type :
Academic Journal
Accession number :
95444173
Full Text :
https://doi.org/10.3969/j.issn.1001-3695.2014.02.066