Title :
An application of diminishing cells infinite array in image multiscale decomposition
Author :
Nammalwar, Padmapriya ; Nagasundarajan, JansiRani ; Nabithiagarajan, Anandraj ; Das, Aruneema ; Subbiah, Kaviarasan
Author_Institution :
Dept. of Math., SSN Coll. of Eng., Chennai, India
Abstract :
In this paper, a novel pyramid based multiscale image decomposition and restoration method has been attempted as an application of diminishing cells infinite array. The method employs Laplacian and Gaussian filter to decompose and restore images. The multiscale decomposition and the area of the decomposed multiscaled images are in geometric progression proving the idea of diminishing cells infinite array. Also, the pyramid decomposition is done for images with varying dimensions and the method is found to be highly effective.
Keywords :
Gaussian processes; filtering theory; image restoration; Gaussian filter; Laplacian filter; diminishing cells infinite array; geometric progression; image restoration; multiscale image decomposition; pyramid decomposition; Image resolution; Image restoration; Indexes; Random access memory; Diminishing cell; Fractals; Gaussian; Laplacian; multiscale decomposition;
Conference_Titel :
Communications and Signal Processing (ICCSP), 2014 International Conference on
Conference_Location :
Melmaruvathur
Print_ISBN :
978-1-4799-3357-0
DOI :
10.1109/ICCSP.2014.6949917
