© The Institution of Engineering and Technology
In this study, the authors present a multiplier-less, high-speed and low-power pipeline architecture with novel dual Z-scanning technique for lifting-based two-dimensional (2D) discrete wavelet transform (DWT). The proposed architecture is composed of pipeline one-dimensional row, column processors and five transposing registers. Moreover, it uses 4N temporal line buffers to process 2D DWT of image with N × N resolution. Multipliers are designed with shift-and-add logic to reduce the critical path to one adder. Dual Z-scanning method is employed to reduce the transposition buffers and latency. The proposed architecture is superior to the existed architectures in speed, power and hardware utilisation for similar throughput specification. Register transfer logic (RTL) of the proposed design is described using VHDL and synthesised using Xilinx ISE 10.1. The proposed architecture operates at a frequency of 353.107 MHz, when synthesised for Xilinx Virtex-IV series field programmable gate array. Frame processing rate of 340 frames/second for full high-definition video can be achieved at this frequency of operation. RTL of the proposed design is synthesised using UMC 180 nm technology complementary metal-oxide semiconductor (CMOS) standard cell library for application specific integrated circuit (ASIC) implementation. ASIC synthesis of 2D DWT core uses 20 358 logic gates and consumes only 20.83 mW power at 100 MHz frequency.
References
-
-
1)
-
1. Lewis, A., Knowels, G.: ‘VLSI architecture for 2-D Daubechies wavelet transform without multipliers’, Electron. Lett., 1991, 27, (2), pp. 171–173 (doi: 10.1049/el:19910110).
-
2)
-
45. Meher, P.-.K., Mohanty, B.K., Patra, J.C.: ‘Hardware-efficient systolic-like modular design for two-dimensional discrete wavelet transform’, IEEE Trans. Circuits Syst. II, 2008, 55, (2), pp. 151–155 (doi: 10.1109/TCSII.2007.911801).
-
3)
-
C. Chakrabarti ,
M. Vishwanath ,
R.M. Owens
.
Architectures for wavelet transforms: a survey.
J. VLSI Signal Process.
,
171 -
192
-
4)
-
11. Chrysafis, C., Ortega, A.: ‘Line-based, reduced memory, wavelet image compression’, IEEE Trans. Consum. Electron., 2000, 9, (3), pp. 1026–1032.
-
5)
-
7. Mohanty, B.K., Meher, P.K.: ‘Memory-efficient modular VLSI architecture for high-throughput and low-latency implementation of multilevel lifting 2-D DWT’, IEEE Trans. Signal Process., 2011, 59, (5), pp. 2072–2084 (doi: 10.1109/TSP.2011.2109953).
-
6)
-
C.-T. Huang ,
P.-C. Tseng ,
L.-G. Chen
.
Generic RAM-based architectures for two-dimensional discrete wavelet transform with line-based method.
IEEE Trans. Circuits Syst. Video Technol.
,
910 -
919
-
7)
-
38. Martina, M., Masera, G.: ‘Multiplierless, Folded 9/7-5/3 Wavelet VLSI Architecture’, IEEE Trans. Circuits Syst. II: Express Briefs, 2007, 54, (9), pp. 770–774 (doi: 10.1109/TCSII.2007.900354).
-
8)
-
K.K. Parhi ,
T. Nishitani
.
VLSI architectures for discrete wavelet transforms.
IEEE Trans. Very Large Scale Integr. (VLSI) Syst.
,
191 -
202
-
9)
-
14. Lian, C.J., Chen, K.F., Chen, H.H., Chen, L.G.: ‘Lifting based discrete wavelet transform architecture for JPEG 2000’. Proc. IEEE Int. Symp. on Circuits Syst., 2001, vol. 2, pp. 445–445.
-
10)
-
6. Wu, P., Chen, L.: ‘An efficient architectures for two-dimensional discrete wavelet transform’, IEEE Trans. Circuits Syst. Video Technol., 2001, 11, (4), pp. 536–544 (doi: 10.1109/76.915359).
-
11)
-
C.-T. Huang ,
P.-C. Tseng ,
L.-G. Chen
.
Flipping structure: an efficient VLSI architecture for lifting-based discrete wavelet transform.
IEEE Trans. Signal Process.
,
1080 -
1089
-
12)
-
15. Shiau, Y.H., Jou, J.M., Liu, C.C.: ‘E_cient architectures for the bi-orthogonal wavelet transform by filter bank and lifting scheme’, IEICE Trans. Inf. Syst., 2004, E87-D2569, pp. 1867–1877.
-
13)
-
25. Darji, A., Bansal, R., Merchant, S., Chandorkar, A.: ‘High speed VLSI architecture for 2-D lifting Discrete Wavelet Transform’. Proc. Int. Conf. on Design and Architectures for Signal and Image Processing (DASIP), 2011, pp. 1–6.
-
14)
-
27. Jou, J.-M., Shiau, Y.-H., Liu, C.-C.: ‘Efficient VLSI architectures for the bi-orthogonal wavelet transform by filter bank and lifting scheme’. Proc. IEEE Int. Symp. on Circuits Syst., 2001, vol. 2, pp. 529–532.
-
15)
-
42. Shi, G., Liu, W., Zhang, L., Li, F.: ‘An efficient folded architecture for lifting-based discrete wavelet transform’, IEEE Trans. Circuits Syst. II, 2009, 56, (4), pp. 290–294 (doi: 10.1109/TCSII.2009.2015393).
-
16)
-
10. Weeks, M., Bayoumi, M.A.: ‘Discrete wavelet transform: Architectures, design and performance issues’, J. VLSI Signal Process., 2003, 35, (2), pp. 155–178 (doi: 10.1023/A:1023648531542).
-
17)
-
5. Limqueco, J.C., Bayoumi, M.A.: ‘A VLSI architecture for separable 2-D discrete wavelet transforms’, J. VLSI Signal Process., 1998, 18, pp. 125–140 (doi: 10.1023/A:1008015325737).
-
18)
-
39. Kotteri, K., Barua, S., Bell, A., Carletta, J.: ‘A comparison of hardware implementations of the biorthogonal 9/7 DWT: convolution versus lifting’, IEEE Trans. Circuits Syst. II: Express Briefs, 2005, 52, (5), pp. 256–260 (doi: 10.1109/TCSII.2005.843496).
-
19)
-
9. Park, T., Jung, S.: ‘High speed lattice based VLSI architecture of 2-D discrete wavelet transform for real-time video signal processing’, IEEE Trans. Consum. Electron., 2002, 48, (4), pp. 1026–1032 (doi: 10.1109/TCE.2003.1196434).
-
20)
-
22. Lan, X., Zheng, N., Liu, Y.: ‘Low-power and high-speed VLSI architecture for lifting-based forward and inverse wavelet transform’, IEEE Trans. Consum. Electron., 2005, 51, (2), pp. 379–385 (doi: 10.1109/TCE.2005.1467975).
-
21)
-
48. Das, A., Hazra, A., Banerjee, S.: ‘An efficient architecture for 3-D discrete wavelet transforms’, IEEE Trans. Circuits Syst. Video Technol., 2010, 20, (2), pp. 286–296 (doi: 10.1109/TCSVT.2009.2031551).
-
22)
-
F. Marino
.
Efficient high-speed/low-power pipelined architecture for direct 2-D discrete wavelet transform.
IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process.
,
12 ,
1476 -
1491
-
23)
-
28. Chen, P.-Y.: ‘VLSI implementation for one-dimensional multilevel lifting-based wavelet transform’, IEEE Trans. Comput., 2004, 53, pp. 386–398 (doi: 10.1109/TC.2004.1268396).
-
24)
-
F. Marino
.
Two fast architectures for the direct 2-D discrete wavelet transform.
IEEE Trans. Signal Process.
,
6 ,
1248 -
1258
-
25)
-
B.-F. Wu ,
C.-F. Lin
.
A high-performance and memory-efficient pipeline architecture for the 5/3 and 9/7 discrete wavelet transform of JPEG2000 codec.
IEEE Trans. Circuits Syst. Video Technol.
,
12 ,
1615 -
1627
-
26)
-
9. Mohanty, B.K., Anurag, M., Meher, P.K.: ‘Area-power-efficient high-throughput implementation of lifting 2-D DWT’, IEEE Trans. Circuit Syst.II, Express Brief, 2012, 59, (7), pp. 434–438 (doi: 10.1109/TCSII.2012.2200169).
-
27)
-
13. Sweldens, W.: ‘The lifting scheme: a new philosophy in bi-orthogonal wavelet constructions’. Proc. SPIE, 1995, pp. 247–269.
-
28)
-
32. Oliver, J.-., Malumbres, M.-P.: ‘Analysis and VLSI architecture for 1-D and 2-D discrete wavelet transform’, IEEE Trans. Circuits Syst. Video Technol., 2008, 18, (2), pp. 237–248 (doi: 10.1109/TCSVT.2007.913962).
-
29)
-
5. Zhang, W., Jiang, Z., Gao, Z., Liu, Y.: ‘An efficient VLSI architecture for lifting-based discrete wavelet transform’, IEEE Trans. Circuit Syst.II, Express Brief, 2012, 59, (3), pp. 158–162 (doi: 10.1109/TCSII.2012.2184369).
-
30)
-
30. Xiong, C., Tian, J., Liu, J.: ‘Efficient high speed/low power line based architectures for two-dimensional discrete wavelet transform using lifting scheme’, IEEE Trans. Circuits Syst. Video Technol., 2006, 16, pp. 309–316 (doi: 10.1109/TCSVT.2005.860121).
-
31)
-
18. Huang, C.T., Tseng, P.C., Chen, L.G.: ‘Efficient VLSI architectures of lifting-based discrete wavelet transform by systematic design method’. Proc. IEEE Int. Symp. on Circuits Syst., 2002, vol. 2, pp. 565–568.
-
32)
-
I. Daubechies ,
W. Sweldens
.
Factoring wavelet transforms into lifting steps.
J. Fourier Anal. Appl.
,
3 ,
247 -
269
-
33)
-
26. Darji, A., Merchant, S., Chandorkar, A.: ‘Efficient pipelined VLSI architectre with dual scanning method for 2-D lifting-based discrete wavelet transform’. Proc. Int. Symp. Integrated Circuits (ISIC), 2011, pp. 329–331.
-
34)
-
10. Mohanty, B.K., Meher, P.K.: ‘Memory-efficient high-speed convolution-based generic structure for multilevel 2-D DWT’, IEEE Trans. Circuit Syst. Video Technol., 2013, 23, (2), pp. 353–363 (doi: 10.1109/TCSVT.2012.2203745).
-
35)
-
24. Huang, Q., Zhou, R., Hong, Z.: ‘Low memory and low complexity VLSI implementation of JPEG 2000 codec’, IEEE Trans. Consum. Electron., 2004, 50, pp. 638–646 (doi: 10.1109/TCE.2004.1309443).
-
36)
-
C.-T. Huang ,
P.-C. Tseng ,
L.-G. Chen
.
Analysis and VLSI architecture for 1-D and 2-D discrete wavelet transform.
IEEE Trans. Signal Process.
,
4 ,
1575 -
1586
-
37)
-
41. Acharyya, A., Maharatna, K., Al-Hashimi, B., Gunn, S.: ‘Memory reduction methodology for distributed-arithmetic-based DWT/IDWT exploiting data symmetry’, IEEE Trans. Circuits Syst. II: Express Briefs, 2009, 56, (4), pp. 285–289 (doi: 10.1109/TCSII.2009.2015386).
-
38)
-
23. Seo, Y.H., Kim, D.W.: ‘VLSI architecture of line-based lifting wavelet transform for motion JPEG 2000’, IEEE J. Solid-State Circuits., 2007, 42, pp. 431–440 (doi: 10.1109/JSSC.2006.889368).
-
39)
-
3. Chakrabarti, C., Viswanath, M.: ‘Efficient realizations of discrete and continuous wavelet transforms: From single chip implementations to mapping on SIMD array computers’, IEEE Trans. Signal Process., 1995, 43, (3), pp. 759–771 (doi: 10.1109/78.370630).
-
40)
-
31. Zhang, C., Long, Y., Kurdahi, F.: ‘A hierarchical pipelining architecture and FPGA implementation for lifting-based 2-D DWT’, J. Real-Time Image Process., 2007, 2, (4), pp. 281–291 (doi: 10.1007/s11554-007-0057-6).
-
41)
-
4. Lai, Y.-K., Chen, L.-F., Shih, Y.-C.: ‘A high-performance and memory-efficient VLSI architecture with parallel scanning method for 2-D lifting-based discrete wavelet transform’, IEEE Trans. Consum. Electron., 2009, 55, (2), pp. 400–407 (doi: 10.1109/TCE.2009.5174400).
-
42)
-
40. Martina, M., Masera, G.: ‘Low-complexity, efficient 9/7 wavelet filters VLSI implementation’, IEEE Trans. Circuits Syst. II: Express Briefs, 2006, 53, (11), pp. 1289–1293 (doi: 10.1109/TCSII.2006.883092).
-
43)
-
G. Dillen ,
B. Georis ,
J. Legat ,
O. Cantineau
.
Combined line-based architecture for the 5-3 and 9-7 wavelet transform of jpeg 2000.
IEEE Trans. Circuits Syst. Video Technol.
,
944 -
950
-
44)
-
K. Andra ,
C. Chakrabarti ,
T. Acharya
.
A VLSI architecture for lifting-based forward and inverse wavelet transform.
IEEE Trans. Signal Process.
,
4 ,
966 -
977
-
45)
-
36. Alam, M., Rahman, C., Badawy, W., Jullien, G.: ‘Efficient distributed arithmetic based DWT architecture for multimedia applications’. In Proc. of third IEEE Int. Workshop on Sys.-on-Chip for Real-Time Appl., 2003, pp. 333–336.
-
46)
-
H. Liao ,
M.K. Mandal ,
B.F. Cockburn
.
Efficient architectures for 1-D and 2-Dlifting-based wavelet transform.
IEEE Trans. Signal Process.
,
5 ,
1315 -
1326
-
47)
-
K.A. Kotteri ,
A.E. Bell ,
J.E. Carletta
.
Design of multiplierless, high-performance, wavelet filter banks with image compression applications.
IEEE Trans. Circuits Syst. – I: Regular Papers
,
3 ,
483 -
494
-
48)
-
43. Hsia, C.-H., Chiang, J.-S., Guo, J.-M.: ‘Memory-efficient hardware architecture of 2-D dual-mode lifting-based discrete wavelet transform’, IEEE Trans. Circuits Syst. Video Technol., 2013, 23, (4), pp. 671–683 (doi: 10.1109/TCSVT.2012.2211953).
http://iet.metastore.ingenta.com/content/journals/10.1049/iet-cdt.2013.0167
Related content
content/journals/10.1049/iet-cdt.2013.0167
pub_keyword,iet_inspecKeyword,pub_concept
6
6