Title :
Fast scale space image decomposition
Author :
Ali Alsam;Hans Jakob Rivertz
Abstract :
The removal of high frequencies from an image while retaining edges, is a complicated problem that has many solutions in the literature. Most of these solutions are, however, iterative and computationally expensive. In this paper, we introduce a direct method with three basic steps. In the first, the image is convolved with a Gaussian function of a defined size. In the second the gradients of the blurred image are compared with those of the original and a third gradient that is the minimum of the two at each pixel is composed. Finally, the combined gradient is integrated in the Fourier domain to obtain the result.
Keywords :
"Image edge detection","Image color analysis","Anisotropic magnetoresistance","Smoothing methods","Detection algorithms","Gray-scale"
Conference_Titel :
Systems, Signals and Image Processing (IWSSIP), 2015 International Conference on
Electronic_ISBN :
2157-8702
DOI :
10.1109/IWSSIP.2015.7313926