Title :
Decomposition of geometric-shaped structuring elements using morphological transformations on binary images
Author :
Shih, Frank Y. ; Wu, Hong
Author_Institution :
Dept. of Comput. & Inf. Sci., New Jersey Inst. of Technol., Newark, NJ, USA
Abstract :
A unified technique to simplify the decomposition of various types of big geometric-shaped structuring elements into dilations of smaller structuring components by the use of a mathematical transformation is presented. The method can be applied to all types of ID gray-scale structuring elements to decompose them into dilations of smaller structuring components. The desired morphological erosion and dilation are equivalent to a simple inverse transformation over the result of operations on the transformed decomposable structuring elements. A strategy to decompose a large cyclic cosine structuring element is described. A technique for decomposing a two-dimensional convex structuring element into one-dimensional elements is also developed.<>
Keywords :
image processing; mathematical morphology; ID gray-scale structuring elements; binary images; cyclic cosine structuring element; decomposition; dilations; geometric-shaped structuring elements; inverse transformation; mathematical transformation; morphological erosion; morphological transformations; one-dimensional elements; two-dimensional convex structuring element; Digital images; Gray-scale; Image analysis; Image processing; Information analysis; Information science; Microstructure; Morphological operations; Morphology; Shape;
Conference_Titel :
Computers and Communications, 1992. Conference Proceedings., Eleventh Annual International Phoenix Conference on
Conference_Location :
Scottsdale, AZ, USA
Print_ISBN :
0-7803-0605-8
DOI :
10.1109/PCCC.1992.200578