Call For Paper Volume:4 Issue:10 Oct'2017 |

DECOMPOSITION AND RESTORATION OF CARTOON PLUS TEXTURE IMAGES FOR MISSING PIXELS

Publication Date : 19/03/2015



Author(s) :

Prabakaran.P , T.Vino , DURAIMURUGAN .


Volume/Issue :
Volume 2
,
Issue 3
(03 - 2015)



Abstract :

In Image processing, image decomposition and restoration for blurred images are the significant challenges. Using bilateral filter, image is decomposed into two meaningful components. One is the cartoon component which is often called as geometrical part or sketchy approximation. Other is the texture component which is often called as oscillating part. Image restoration of blurred images with or without missing pixels can be performed using Adaptive median filter and conservative filter. Adaptive Median filter is a non-linear digital filter which is often used to remove noise. It preserves the edges while removing noise. Conservative filter is also a non-linear smoothing filter. It ensures that the value of the output pixel is within the bounds of its neighbours. Using these filters, degraded Images can be restored successfully. Thus, these filters are good in the image decomposition and restoration concepts. Index Terms- Decomposition, restoration, bilateral filter, Adaptive median filter, conservative filter


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DECOMPOSITION AND RESTORATION OF CARTOON PLUS TEXTURE IMAGES FOR MISSING PIXELS

March 17, 2015