DocumentCode :
762887
Title :
Data-folded architecture for running 3D DWT using 4-tap Daubechies filters
Author :
Das, B. ; Banerjee, S.
Author_Institution :
Dept. of Radiol., Univ. of Pennsylvania, Philadelphia, PA, USA
Volume :
152
Issue :
1
fYear :
2005
Firstpage :
17
Lastpage :
24
Abstract :
A real-time 3D sub-band coding (SBC) technique using a discrete wavelet transform is proposed. The main advantages of the proposed scheme lie in the reduction of wait time and diminution of buffer size in 3D SBC. The major delay which is due to the group of frames (GOF) generation in the temporal direction is decreased by dynamic updating of the transform coefficients. The dynamic updating handles much a lower dimension of data compared to 3D SBC, and thus facilitates better hardware utilisation with lower overhead. A data-folding architecture is used in unison with the CORDIC-based QMF lattice filters for realisation of 2D DWTs using a 4-tap Daubechies filter. The data scanning pattern for the spatial domain signal results in a low-complexity control circuit. The multiplierless DWT architecture operating at 100 MHz is implemented on 0.25 μm BiCMOS technology and found to have much lower power dissipation compared to the multiplier-based structures for FIR realisation. The optimised design of the DWT filter using data-folding architecture resulted in an appreciable low memory budget of N2/4 + 2N for 2D DWT and O(N N2/M) time required for temporal direction decomposition. Hardware utilisation in the proposed architecture is 100%.
Keywords :
BiCMOS integrated circuits; FIR filters; circuit optimisation; discrete wavelet transforms; encoding; lattice filters; video coding; 0.25 micron; 100 MHz; 2D DWT; 3D DWT; 4-tap Daubechies filters; BiCMOS technology; CORDIC-based QMF lattice filters; DWT filter; FIR realisation; buffer size diminution; data scanning pattern; data-folding architecture; discrete wavelet transform; group of frames generation; hardware utilisation; low-complexity control circuit; multiplier-based structure; multiplierless DWT architecture; power dissipation; real-time 3D sub band coding; spatial domain signal; temporal direction decomposition; transform coefficient updating;
fLanguage :
English
Journal_Title :
Circuits, Devices and Systems, IEE Proceedings -
Publisher :
iet
ISSN :
1350-2409
Type :
jour
DOI :
10.1049/ip-cds:20040817
Filename :
1413676
Link To Document :
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