Title :
Properties of the mode filter when applied to colour images
Author :
Charles, D. ; Davie, E.R.
Author_Institution :
R. Holloway, Univ. of London, UK
Abstract :
This paper explains the problems underlying the design of mode filters and describes a new mode filter algorithm that can be applied to colour images. It demonstrates the effectiveness of the new filter for enhancing colour images. It also compares the edge shifting properties of mode filters with those of median filters and shows that the results are completely in line with theoretical predictions. It also finds that mode filters are far superior to median filters at handling images containing high levels of impulse noise.
Keywords :
digital filters; image colour analysis; image denoising; image enhancement; colour image enhancement; colour images; edge shifting properties; high impulse noise levels; median filters; mode filter algorithm; mode filter design;
Conference_Titel :
Visual Information Engineering, 2003. VIE 2003. International Conference on
Print_ISBN :
0-85296-757-8
DOI :
10.1049/cp:20030497