SUN Zhong-gui, GAO Xin-bo, ZHANG Dong-mei, et al. A Nonlocal Extension of Morphology with Adjunction and Order-Preservation Operators[J]. Acta Electronica Sinica, 2018, 46(8): 1969-1975.
DOI:
SUN Zhong-gui, GAO Xin-bo, ZHANG Dong-mei, et al. A Nonlocal Extension of Morphology with Adjunction and Order-Preservation Operators[J]. Acta Electronica Sinica, 2018, 46(8): 1969-1975. DOI: 10.3969/j.issn.0372-2112.2018.08.023.
A Nonlocal Extension of Morphology with Adjunction and Order-Preservation Operators
the nonlocal strategies have recently been introduced to extend morphology from local to nonlocal.And the operators with adjunction property (adjunction operators for short) are the basic operator form in traditional morphology
which are fundamental in morphological analyzing.However
the adjunction property of operators has usually been missed in the extended works.To overcome the problem
some extensions for nonlocal morphology with adjunctions operators have been provided.Unfortunately
as declared in this paper
another important property
i.e.
order-preservation
has been lost in these extensions.To make up the defect of losing order-preservation
by adapting the nonlocal weights acquisition
a novel nonlocal morphology is proposed in this study.Meanwhile
it has been proved that adjunction and order-preservation properties are both kept in the proposed extension.Finally
the experimental results on synthetic and natural images validate its feasibility and effectiveness.