科研之友
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摘要
A new approach for designing the Biorthogonal Wavelet Filter Bank ( BWFB) for the purpose of image compression is presented in this paper. The approach is broken into two steps. First, an optimal filter bank is designed in the theoretical sense, based on Vaidyanathan's coding gain criterion in the SubBand Coding ( SBC) system. Then, the above filter bank is optimized based on the criterion of Peak Signal- to- Noise Ratio ( PSNR) in the JPEG2000 image compression system, resulting in a BWFB in practical application sense. With the approach, a series of BWFBs for a specific class of applications related to image compression, such as gray- level images, can be quickly designed. Here, new 7/ 5 BWFBs are presented based on the above approach for image compression applications. Experiments show that the 7/ 5 BWFBs not only have excellent compression performance, but also easy computation and are more suitable for VLSI hardware implementations. They perform equally well with respect to 7/ 5 filters in the JPEG2000 standard.
- 出版日期2008-1
- 单位西安交通大学
