Title :
An Efficient Color-Impulse Detector and its Application to Color Images
Author :
Jin, Lianghai ; Li, Dehua
Author_Institution :
Inst. for Pattern Recognition & Artificial Intelligence, Huazhong Univ. of Sci. & Technol., Wuhan
fDate :
6/1/2007 12:00:00 AM
Abstract :
By analyzing quaternion rotation theory, the color difference between two color pixels can be represented in quaternion form. Based on this representation of color difference, an efficient color-impulse detector for switching vector median filters is presented. Extensive simulations indicate that the proposed algorithm provides a significant improvement over many of the existing vector filtering techniques in suppressing impulses with different noise ratios. In particular, the proposed approach effectively preserves the fine thin lines and other detail features. The low computational complexity is also one of its advantages
Keywords :
computational complexity; image colour analysis; image representation; median filters; color images; color-impulse detector; computational complexity; impulse suppression; quaternion form representation; quaternion rotation theory; switching vector median filter; Colored noise; Computational complexity; Computational modeling; Detectors; Filtering; Filters; Image analysis; Image color analysis; Pixel; Quaternions; Impulsive noise; noise detection; quaternion rotation; vector median filters;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2006.887840