Flash News
Welcome to IARC

Publisher Login

Latest News
Welcome to IARC- JCR Report

Submit your Journal to get IARC-JCRR Indexing and Impact Factor
 

Impact Factor calculated by IARC on the basis of Journal Citation Reference (JCR) Report.

 

Contact: iarcdpi@gmail.com

 

SEGMENTATION OF THE INDISTINCT MISTY IMAGE USING AN EFFICIENT ALGORITHM AND RESTORATION OF THE IMAGE AND IDENTIFICATION OF THE FACIAL FEATURES OF HUMA
P. Vijay Kumar, Indumathi Subramaniam

Published in: International Journal of Current Engineering And Scientific Research ( IJCESR)
Volume- 4, Issue-8, pp.16-22, Aug 2017
DPI :-> 16.10046.IJCESR.2017.V4I8.1622.1873



Abstract
A snap thats clicked for any purpose always needn’t be the perfectly expected snap and could contain unwanted faults in it too. Reasons that cause the unnecessary disturbances in the photo could be because of irregular or accidental shake of camera , object motion blur inadequately focussed glazed image also causes blur that causes faults with the clicked photo. So an unintentional blur decreases the visual effectiveness of the image needs to be enhanced for any information retrieval from the image. Here partially focussed blur is considered as a problem in which the blurred region needs to be segmented and restored. We consider local binary pattern to be the sharpness metric and develop an algorithm for segmentation. The sharpness metric defines that the most of image regions in obscure regions have few neighbouring binary patterns when compared with those in sharp regions. Hence the following stage is magnify and restore the inadequately focussed image by a method of using optimization and blur map. Once the inadequately focussed image is restored there is also a possibility identifying the facial features if the image has straight facing human facing the camera. So by using the viola jones algorithm we could detect the face and its respective features. The above proposed methods have been tested on many inaccurately focussed images which has atleast one human face in the image. The proposed and tested method has better accuracy, quick time lapse over other methods.

Key-Words / Index Term
Inaccurately focussed, segmentation, image restoration, facial feature detection

How to cite this article
P. Vijay Kumar, Indumathi Subramaniam , “SEGMENTATION OF THE INDISTINCT MISTY IMAGE USING AN EFFICIENT ALGORITHM AND RESTORATION OF THE IMAGE AND IDENTIFICATION OF THE FACIAL FEATURES OF HUMA”, International Journal of Current Engineering And Scientific Research ( IJCESR), 4, Issue-8, pp.16-22, Aug 2017. DPI:16.10046.IJCESR.V4.I8.1873