Title :
A novel architecture for lifting-based discrete wavelet transform for JPEG2000 standard suitable for VLSI implementation
Author :
Movva, Srikar ; SRINIVASAN, SUDARSHAN
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Madras, Chennai, India
Abstract :
This paper presents a novel architecture for the implementation of a 2-D discrete wavelet transform (DWT) for image compression. The architecture is designed for lifting based DWT The advantages of the lifting based DWT and its inverse, IDWT, over the convolution based scheme are lower computational complexity and reduced memory requirements. Hence, the lifting based DWT and IDWT implementations are faster, consume less power and occupy smaller area compared to the implementations based on the convolution scheme. An optimum architecture has been arrived at after conducting a thorough analysis of data interdependencies, lifetime and flow Reduction of scaling coefficient multiplications has also been effected. CSD arithmetic has been incorporated in the architecture in order to speed up the implementation. The hardware has been implemented for the image blocks of size 9×9 pixels based on single sample overlap scheme as recommended in the JPEG2000 standard.
Keywords :
CMOS digital integrated circuits; VLSI; computational complexity; convolution; data compression; digital arithmetic; digital signal processing chips; discrete wavelet transforms; image coding; parallel architectures; 2D DWT; CSD arithmetic; JPEG2000 standard; VLSI implementation; canonic signed digit representation; computational complexity; convolution based scheme; image compression; inverse DWT; lifting based DWT; lifting based IDWT; lifting-based discrete wavelet transform; memory requirements reduction; scaling coefficient multiplications; Arithmetic; Computational complexity; Computer architecture; Convolution; Data analysis; Discrete wavelet transforms; Hardware; Image coding; Transform coding; Very large scale integration;
Conference_Titel :
VLSI Design, 2003. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1868-0
DOI :
10.1109/ICVD.2003.1183137