Image Compression Using Tap 9/7 Wavelet Transform and Quadtree Coding Scheme

محتوى المقالة الرئيسي

Manal F. Younis
Loay E. George

الملخص

This paper is concerned with the design and implementation of an image compression method based on biorthogonal tap-9/7 discrete wavelet transform (DWT) and quadtree coding method. As a first step the color correlation is handled using YUV color representation instead of RGB. Then, the chromatic sub-bands are downsampled, and the data of each color band is transformed using wavelet transform. The produced wavelet sub-bands are quantized using hierarchal scalar quantization method. The detail quantized coefficient is coded using quadtree coding followed by Lempel-Ziv-Welch (LZW) encoding. While the approximation coefficients are coded using delta coding followed by LZW encoding. The test results indicated that the compression results are comparable to those gained by standard compression schemes.

تفاصيل المقالة

كيفية الاقتباس
1.
Image Compression Using Tap 9/7 Wavelet Transform and Quadtree Coding Scheme. Baghdad Sci.J [انترنت]. 12 يونيو، 2011 [وثق 17 مايو، 2024];8(2):676-83. موجود في: https://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/2563
القسم
article

كيفية الاقتباس

1.
Image Compression Using Tap 9/7 Wavelet Transform and Quadtree Coding Scheme. Baghdad Sci.J [انترنت]. 12 يونيو، 2011 [وثق 17 مايو، 2024];8(2):676-83. موجود في: https://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/2563

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