Title :
Nonlinear color image filtering by color to planar shape mapping
Author :
Vertan, C. ; Zamfir, M. ; Zaharescu, E. ; Buzuloiu, V. ; Fernandez-Maloigne, C.
Author_Institution :
Image Process. & Anal. Lab., Politehnica Univ. of Bucharest, Romania
Abstract :
Nonlinear rank-order-based filtering of color images is difficult to implement; the multivariate nature of colors does not allow the introduction of a mathematically-correct and topology-preserving ordering relation. The most widely investigated approach is based on the use of reduced ordering relations introduced according to different scalars. We propose pseudo-morphologic and median operators based on reduced ordering of colors, with respect to scalars computed as geometrical shape invariants of a triangle representation of colors. The same color representation allows the introduction of a luminance invariant intercolor distance, used with good results in distance-based color filters.
Keywords :
filtering theory; image colour analysis; image representation; optical filters; color representation; distance color filter; geometrical shape invariant; luminance invariant intercolor distance; median operator; multivariate nature; nonlinear rank-order color image filtering; ordering relation; planar shape mapping; pseudo-morphologic; triangle color representation; Filtering; Filters; Image analysis; Image color analysis; Image processing; Laboratories; Morphological operations; Shape; Sorting; Statistics;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247105