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Image Noise Cancellation by Lifting Filter Using Second Generation Wavelets (LFSGW)

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2 Author(s)
Tushar Jaiswal ; CSE, Jaypee Univ. of Inf. Technol., Waknaghat, India ; Siddavatam Rajesh

In this paper, we propose a novel second generation wavelets based lifting filter for image noise cancellation. The algorithm finds the most significant impulse noise points based on the values of their neighboring points, which are then used for noise cancellation. The algorithm works well for grayscale images and it has been compared with the adaptive filter with weight training mechanism method. The efficacy of the proposed lifting filter method has been shown and the results are gauged using PSNR measures.

Published in:

Advances in Recent Technologies in Communication and Computing, 2009. ARTCom '09. International Conference on

Date of Conference:

27-28 Oct. 2009