Selection of Mother Wavelet For Image Compression on Basis of Nature of Image

Recently discrete wavelet transform and wavelet packet has emerged as popular techniques for image compression. The wavelet transform is one of the major processing components of image compression. The results of the compression change as per the basis and tap of the wavelet used. This paper compares compression performance of Daubechies, Biorthogonal, Coiflets and other wavelets along with results for different frequency images. Based on the result, it is proposed that proper selection of mother wavelet on the basis of nature of images, improve the quality as well as compression ratio remarkably. The prime objective is to select the proper mother wavelet during the transform phase to compress the color image. This paper includes the discussion on principles of image compression, image compression methodology, the basics of wavelet and orthogonal wavelet transforms, the selection of discrete wavelet transform with results and conclusion.

• Type: Journal
• Year: 2007
• Where: JMM2
• Authors: Gajanan K. Kharate, Varsha H. Patil, Niranjan L. Bhale
• Keywords: Image Compression, JMM2 2007, Wavelet, Wavelet Transform