Title :
Morphological operators on the unit circle
Author :
Hanbury, Allan G. ; Serra, Jean
Author_Institution :
Centre de Morphologie Mathematique, Ecole des Mines de Paris, Fontainebleau, France
fDate :
12/1/2001 12:00:00 AM
Abstract :
Images encoding angular information are common in image analysis. Examples include the hue band of color images, or images encoding directional texture information. Applying mathematical morphology to image data distributed on the unit circle is not immediately possible, as the unit circle is not a lattice. Three approaches to solving this problem are presented. First, difference-based operators are studied (e.g., gradient, top-hat). Second, a definition of grouped circular data is suggested, and "pseudo" morphological operators, which operate only on grouped data, are introduced. Finally, processing using pixel labeling is presented, leading to the development of a cyclic opening operator. Applications for treating the hue band of color images and for finding perturbations in wood texture are given
Keywords :
image coding; image colour analysis; image texture; mathematical morphology; mathematical operators; set theory; angular information; circular centered operators; color images; cyclic opening operator; difference based operators; directional texture information; gradient; grouped circular data; hue band; image analysis; image coding; mathematical morphology; morphological operators; perturbations; pixel labeling; pseudo-operators; top-hat; unit circle; wood texture; Data analysis; Image analysis; Image coding; Image color analysis; Image segmentation; Image texture analysis; Labeling; Lattices; Morphological operations; Morphology;
Journal_Title :
Image Processing, IEEE Transactions on