Title :
An image discrete wavelet transform and the hardware implementation
Author :
Hsu, Charles C. ; Ding, Jinghua ; Zaghloul, Mona E. ; Szu, Harold
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., George Washington Univ., Washington, DC, USA
fDate :
30 Apr-3 May 1995
Abstract :
Both the Discrete Wavelet Transform (DWT) and inverse DWT are implemented by using a lossless Quadrature Mirror Filter (QMF) bank which approximates a Gaussian function. The image passing through the finite impulse response (FIR) QMF filtering becomes blurred and thus requires less number of pixels. Data compression comes from the permissible bits per pixel (bpp) dynamic range and the compression of those filtered images having lesser details. The image reconstruction at a telereceiving station is accomplished by means of the inverse DWT. A Mexican-hat like function is used as a filter in the DWT. The numerical simulation is given and verified. A hardware implementation of the Mexican hat function is included. The SPICE simulation of the CMOS circuit to implement the Mexican hat function is also demonstrated
Keywords :
CMOS analogue integrated circuits; FIR filters; analogue processing circuits; data compression; functions; image coding; image processing equipment; image reconstruction; quadrature mirror filters; transforms; wavelet transforms; CMOS circuit; FIR QMF filtering; Gaussian function; Mexican-hat like function; data compression; finite impulse response; hardware implementation; image discrete wavelet transform; image reconstruction; inverse DWT; lossless QMF bank; quadrature mirror filter; Data compression; Discrete wavelet transforms; Dynamic range; Filter bank; Filtering; Finite impulse response filter; Hardware; Image coding; Mirrors; Pixel;
Conference_Titel :
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2570-2
DOI :
10.1109/ISCAS.1995.520388