DocumentCode
390530
Title
An integer hierarchy lapped biorthogonal transform via lifting steps and application in image coding
Author
Hui, Xu ; Lizhi, Cheng
Author_Institution
Nat. Univ. of Defense Technol., Hunan, China
Volume
1
fYear
2002
fDate
26-30 Aug. 2002
Firstpage
664
Abstract
By using integer discrete cosine transform (IntDCT) based on lifting steps, we in this paper introduce an integer hierarchy lapped biorthogonal transform via lifting steps called the IntHLBT. When all elements with floating-point of each lifting matrix in the IntHLBT is approximated by the binary fractions, the IntHLBT is implemented by a series of dyadic lining steps, and provides very fast, efficient in-place computation of the transform coefficients, so it can express image information as lossless. As applications of the novel IntHLBT to lossy image compression, simulation results demonstrate that the IntHLBT has significantly less blocking artifacts, higher peak signal-to-noise ratio (PSNR), and better visual quality than the DCT Moreover, the IntHLBT´s coding performance is approximately the same as that of the much more complex Cohen-Daubechies-Feauveau (CDF) 9/7 biorthogonal wavelet with floating-point coefficients, and in some cases, even surpasses that of CDF 9/7 biorthogonal wavelet.
Keywords
data compression; discrete cosine transforms; image coding; IntHLBT; binary fractions; dyadic lining steps; image coding; integer discrete cosine transform; integer hierarchy lapped biorthogonal transform; lifting steps; lossy image compression; peak signal-to-noise ratio; transform coefficients; Audio coding; Bit rate; Compaction; Computational modeling; Decorrelation; Discrete cosine transforms; Discrete transforms; Discrete wavelet transforms; Image coding; PSNR;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2002 6th International Conference on
Print_ISBN
0-7803-7488-6
Type
conf
DOI
10.1109/ICOSP.2002.1181143
Filename
1181143
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