Volume : 2, Issue : 2, February - 2013
Image Denoising Using Dual Tree Complex Wavelet Transform
Miss. Sandeepa Dewangan, Mr. Devanand Bhonsle
Abstract :
We have implemented the image denoising using dual tree complex discrete wavelet transform (DT–CWT) which has significant advantages over real wavelet transform for certain signal processing problems. In this technique, two wavelet trees are used; one is generating the real part of the complex wavelet coefficients real tree and other generating the imaginary part of the complex wavelet coefficients imaginary tree. The DT–CWT based image denoising method is analyzed and the experimental results demonstrate that the Dual–Tree Complex Wavelet Transform overcome the problem of the separable DWT and outperforms for applications like image denoising and enhancement.
Keywords :
Article:
Download PDF Journal DOI : 10.15373/2249555XCite This Article:
Miss. Sandeepa Dewangan,Mr. Devanand Bhonsle Image Denoising Using Dual Tree Complex Wavelet Transform Global Journal For Research Analysis, Vol: 2, Issue: 2 February 2013