DocumentCode
247902
Title
A color morphological ordering method based on additive and subtractive spaces
Author
Vazquez Noguera, Jose Luis ; Legal Ayala, Horacio ; Schaerer, Christian E. ; Facon, Jacques
Author_Institution
Polytech. Fac., Nat. Univ. of Asuncion, San Lorenzo, Paraguay
fYear
2014
fDate
27-30 Oct. 2014
Firstpage
674
Lastpage
678
Abstract
Mathematical morphology, based on lattice theory, is a nonlinear technique. In color image processing, it is necessary to determine a color space and an ordering to obtain a lattice structure. The classical lexicographical ordering is a total ordering where the choice of the main color component is not a trivial issue. In this work, to avoid this choice, a vectorial method in additive and subtractive color spaces is proposed. The method first consists of a pre-ordering relation based on the image local intensity and a second ordering that ensures a total ordering, in the case that the order between two pixels cannot be established. Experimental results based on morphological erosion and dilation show the proposed approach to be promising in processing color images.
Keywords
image colour analysis; lattice theory; mathematical morphology; additive color spaces; color image processing; color morphological ordering method; image local intensity; lattice structure; lattice theory; lexicographical ordering; mathematical morphology; morphological erosion; nonlinear technique; second ordering; subtractive color spaces; Additives; Image color analysis; Lattices; Morphology; Noise; Proposals; Vectors; Mathematical morphology; image color space; lexicographical ordering; vector ordering;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location
Paris
Type
conf
DOI
10.1109/ICIP.2014.7025135
Filename
7025135
Link To Document