DocumentCode
1996041
Title
Lossless implementation of Daubechies 8-tap wavelet transform
Author
Wahid, Khan A. ; Islam, Md Ashraful ; Ko, Seok-Bum
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Saskatchewan, Saskatoon, SK, Canada
fYear
2011
fDate
15-18 May 2011
Firstpage
2157
Lastpage
2160
Abstract
A new mapping scheme and its hardware implementation to error-freely compute the Daubechies 8-tap wavelet transform is presented. The multidimensional technique maps the irrational transform basis coefficients with integers and results in considerable reduction in hardware and power consumption. When implemented in Xilinx FPGA, the scheme costs 518 logic cells, 186 registers and runs at a frequency of 71MHz. While comparing with finite-precision architecture, the proposed scheme yields a reduction of 15% in hardware and 41% in power consumption for similar image reconstruction, and noticeable improvement in image reconstruction quality.
Keywords
discrete wavelet transforms; field programmable gate arrays; image reconstruction; matrix algebra; Daubechies 8-tap wavelet transform; Xilinx FPGA; discrete wavelet transforms; finite-precision architecture; frequency 71 MHz; image reconstruction; irrational transform basis coefficients; logic cells; mapping scheme; multidimensional integer mapping technique; power consumption; Computer architecture; Field programmable gate arrays; Hardware; Image coding; Image reconstruction; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
Conference_Location
Rio de Janeiro
ISSN
0271-4302
Print_ISBN
978-1-4244-9473-6
Electronic_ISBN
0271-4302
Type
conf
DOI
10.1109/ISCAS.2011.5938026
Filename
5938026
Link To Document