TY  - CONF
AU  - Kleefeld, Andreas
TI  - Median filtering and its extensions for color images
M1  - FZJ-2017-07088
PY  - 2017
AB  - The construction of structure-preserving denoising filters for color images is a challenging task. A new approach is presented that is based on a recently proposed transformation from the RGB color space to the space of symmetric 2x2 matrices (Burgeth, B., Kleefeld A. (2014) An approach to color-morphology based on Einstein addition and Loewner order, Pattern Recognition Letters, 47, 29-39.). This new framework coupled with spatial adaptivity via morphological amoebas offers excellent capabilities for structure-preserving filtering of color images. Additionally, a generalization of the median-based concept is proposed leading to color-valued amoeba M-smoothers. Numerical experiments confirm the applicability and the potential of this novel approach (Kleefeld, A. et al. (2015) Adaptive Filters for Color Images: Median Filtering and its Extensions, Lecture Notes in Computer Science, Springer, Berlin, 9016, 149-158.).
T2  - GAMM CSE Workshop 2017
CY  - 19 Oct 2017 - 20 Oct 2017, Jülich (Germany)
Y2  - 19 Oct 2017 - 20 Oct 2017
M2  - Jülich, Germany
LB  - PUB:(DE-HGF)6
UR  - https://juser.fz-juelich.de/record/838491
ER  -