An efficient VLSI architecture for 2-D dual-mode SMDWT

In this paper, we propose a highly efficient VLSI architecture for 2-D dual-mode (supporting 5/3 and 9/7 lifting-based) Symmetric Mask-based Discrete Wavelet Transform (SMDWT) to improve the critical issue of the 2-D Lifting-based Discrete Wavelet Transform (LDWT), and then obtains the benefit of low-latency reduced complexity, and low transpose memory. The SMDWT also has the advantages of reduced complexity, regular signal coding, short critical path, reduced latency time, and independent subband coding processing. The transpose memory requirement of the N×N is 9N. The architecture is based on the parallel and folding scheme processing to achieve higher hardware utilization ratio and reduce the silicon area. It is suitable for Very Large Scale Integration (VLSI) implementation and can be applied to real-time operating of computer vision applications.

[1]  Liang-Gee Chen,et al.  Efficient VLSI architectures of lifting-based discrete wavelet transform by systematic design method , 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

[2]  Chih-Hsien Hsia,et al.  Memory-efficient architecture of 2-D lifting-based discrete wavelet transform , 2011 .

[3]  Chih-Hsien Hsia,et al.  A fast Discrete Wavelet Transform algorithm for visual processing applications , 2012, Signal Process..

[4]  Fang-Hsuan Cheng,et al.  Real time multiple objects tracking and identification based on discrete wavelet transform , 2006, Pattern Recognit..

[5]  Seong-Mo Park,et al.  VLSI Implementation of Lifting Wavelet Transform of JPEG2000 with Efficient RPA(Recursive Pyramid Algorithm) Realization , 2005, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[6]  Zhihua Wang,et al.  Fast spatial combinative lifting algorithm of wavelet transform using the 9/7 filter for image block compression , 2000 .

[7]  Chaitali Chakrabarti,et al.  A VLSI architecture for lifting-based forward and inverse wavelet transform , 2002, IEEE Trans. Signal Process..

[8]  Chih-Hsien Hsia,et al.  Improved Low-Complexity Algorithm for 2-D Integer Lifting-Based Discrete Wavelet Transform Using Symmetric Mask-Based Scheme , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[9]  Touradj Ebrahimi,et al.  Christopoulos: Thc Jpeg2000 Still Image Coding System: an Overview the Jpeg2000 Still Image Coding System: an Overview , 2022 .

[10]  Mary Jane Irwin,et al.  VLSI architectures for the discrete wavelet transform , 1995 .

[11]  G. Knowles VLSI architecture for the discrete wavelet transform , 1990 .

[12]  W. Sweldens The Lifting Scheme: A Custom - Design Construction of Biorthogonal Wavelets "Industrial Mathematics , 1996 .