Home > CSC-OpenAccess Library > Manuscript Information
EXPLORE PUBLICATIONS BY COUNTRIES |
![]() |
![]() |
EUROPE |
![]() |
MIDDLE EAST |
![]() |
ASIA |
![]() |
AFRICA |
............................. | |
![]() |
United States of America |
![]() |
United Kingdom |
![]() |
Canada |
![]() |
Australia |
![]() |
Italy |
![]() |
France |
![]() |
Brazil |
![]() |
Germany |
![]() |
Malaysia |
![]() |
Turkey |
![]() |
China |
![]() |
Taiwan |
![]() |
Japan |
![]() |
Saudi Arabia |
![]() |
Jordan |
![]() |
Egypt |
![]() |
United Arab Emirates |
![]() |
India |
![]() |
Nigeria |
Unconstrained Optimization Method to Design Two Channel Quadrature Mirror Filter Banks for Image Coding
Anamika Jain, Aditya Goel
Pages - 46 - 57 | Revised - 31-03-2011 | Published - 04-04-2011
Published in International Journal of Image Processing (IJIP)
MORE INFORMATION
KEYWORDS
Sub-Band Coding, Quadrature Mirror Filter, PSNR(Peak Signal to Noise Ratio),, MSE(Mean Square Error), Perfect Reconstruction
ABSTRACT
This paper proposes an efficient method for the design of two-channel, quadrature mirror filter (QMF) bank for subband image coding. The choice of filter bank is important as it affects image quality as well as system design complexity. The design problem is formulated as weighted sum of reconstruction error in time domain and passband and stop-band energy of the low-pass analysis filter of the filter bank .The objective function is minimized directly, using nonlinear unconstrained method. Experimental results of the method on images show that the performance of the proposed method is better than that of the already existing methods. The impact of some filter characteristics, such as stopband attenuation, stopband edge, and filter length on the performance of the reconstructed images is also investigated.
1 | Kohli, M., & Mehra, R. (2014). Design and simulation of two channel qmf filter bank for almost perfect reconstruction. international journal of advances in engineering & technology, 7(5), 1515. |
2 | Kohli, M., & Mehra, R. Design and Simulation of Two Channel QMF Filter Bank using Equiripple Technique. |
3 | Singh, N. (2013). Synthesis and characterization of quadrature mirror filter banks. |
A. Kumar, G. K. Singh, R. S. Anand. “A closed form design method for the two channel quadrature mirror filter banksâ€. Springer-SIViP, online, Nov., 2009. | |
A. Kumar, G. K. Singh, R. S. Anand. “Near perfect reconstruction quadrature mirror filterâ€. International Journal of Computer Science and Engineering, vol. 2, No.3, pp.121-123, Feb., 2008. | |
C. D. Creusere, S. K. Mitra. “A simple method for designing high quality prototype filters for M-band pseudo QMF banksâ€. IEEE Transactions on Signal Processing, vol. 43, pp. 1005-1007, 1995. | |
C. W. Kok, W. C. Siu, Y. M. Law. “Peak constrained least QMF banksâ€. Journal of signal processing, vol. 88, pp. 2363-2371, 2008. | |
C.K. Chen, J.H. Lee. “Design of quadrature mirror filters with linear phase in the frequency domainâ€. IEEE Trans. Czrcuits Syst., vol. 39, pp. 593-605, (9)1992. | |
C.K. Goh, Y.C. Lim. “An efficient algorithm to design weighted minimax PR QMF banksâ€. IEEE Trans. Signal Process. 47, pp. 3303–3314, 1999. | |
D. Esteban, C. Galand. “Application of quadrature mirror filter to split band voice coding schemesâ€. Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ASSP), pp. 191–195, 1977. | |
D.Taskovski, M. Bogdanov, S.Bogdanova. “Application Of Linear-Phase Near-Perfect-Reconstruction Qmf Banks In Image Compressionâ€. pp. 68-71, 1998. | |
H. C. Lu, and S. T. Tzeng. “Two channel perfect reconstruction linear phase FIR filter banks for subband image coding using genetic algorithm approachâ€. International journal of systems science, vol.1, No. 1, pp.25-32, 2001. | |
H. Xu, W. S. Lu, A. Antoniou. “A new method for the design of FIR QMF banksâ€. IEEE transaction on Circuits, system-II: Analog Digital processing, vol. 45, No.7, pp. 922-927, Jul., 1998. | |
H. Xu, W. S. Lu, A. Antoniou. “A novel time domain approach for the design of Quadrature mirror filter banksâ€. Proceeding of the 37th Midwest symposium on circuit and system, vol.2, No.2, pp. 1032-1035, 1995. | |
H. Xu, W.-S. Lu, A. Antoniou. “An improved method for the design of FIR quadrature mirror-image filter banksâ€. IEEE Transactions on signal processing, vol. 46, pp. 1275-1281, May 1998. | |
H. Xu, W.S. Lu, A. Antoniou. “An improved method for the design of FIR quadrature mirror image filter banksâ€. IEEE Trans. Signal Process.46, pp.1275–1281,(6) 1998. | |
J . D. Johnston. “A filter family designed for use in quadrature mirror filter banksâ€. Proc. IEEE Trans. Acoust, Speech, Signal Processing, pp. 291-294, Apr. 1980. | |
J.W. Woods, S.D. O’Neil. “Sub-band coding of imagesâ€. IEEE Trans. Acoust. Speech Signal Process.: ASSP-34, pp.1278–1288, (10) 1986. | |
K. Nayebi, T.P. Barnwell III, M.J.T. Smith. “Time domain filter analysis: A new design theoryâ€. IEEE Trans. Signal Process. 40 ,pp.1412–1428, (6) 1992. | |
K.Swaminathan, P.P. Vaidyanathan. “Theory and design of uniform DFT, parallel QMF banksâ€. IEEE Trans. Circuits Syst. 33 pp.1170–1191, (12) 1986. | |
M.J.T. Smith, S.L. Eddins. “Analysis/synthesis techniques for sub-band image codingâ€. IEEE Trans. Acoust. Speech Signal Process: ASSP-38, pp.1446–1456, (8)1990. | |
M.J.T. Smith, T.P. Barnwell III. “Exact reconstruction techniques for tree structured sub-band coders.†IEEE Trans. Acoust. Speech Signal Process. ASSP-34 ,pp.434–441, (6) 1986. | |
O. P. Sahu, M. K. Soni and I. M. Talwar,. “Marquardt optimization method to design two-channel quadrature mirror filter banksâ€. Digital Signal Processing, vol. 16,No.6, pp. 870-879, Nov. 2006. | |
P.P. Vaidyanathan. “Multirate Systems and Filter Banksâ€. Prentice Hall, Englewood Cliffs, NJ, 1993. | |
R. Bregovic, T. Saramaki. “A general-purpose optimization approach for designing two-channel FIR filter banksâ€. IEEE Transactions on signal processing, vol.51,No.7, Jul. 2003. | |
R.E. Crochiere. “Sub-band codingâ€. Bell Syst. Tech. Journal, 9 , pp.1633–1654,1981. | |
S.C. Chan, C.K.S. Pun, K.L. Ho, “New design and realization techniques for a class of perfect reconstruction two-channel FIR filter banks and wavelet bases,†IEEE Trans. Signal Process. 52, pp.2135–2141, (7) 2004. | |
T.D. Tran, T.Q. Nguyen. “On M-channel linear phase FIR filter banks and applications in image compressionâ€. IEEE Trans. Signal Process.45, pp.2175–2187, (9)1997. | |
V.K. Jain, R.E. Crochiere. “Quadrature mirror filter design in time domain filter design in the time domainâ€. IEEE Trans.Acoust., Speech, Signal Processing,, ASSP-32,pp. 353–361,(4)1984. | |
W.S. Lu, H. Xu, A. Antoniou. “A new method for the design of FIR quadrature mirror-image filter banksâ€. IEEE Trans. Circuits Syst. II: Analog Digital Signal Process. 45,pp.922–927,(7) 1998. | |
Y. C. Lim, R. H. Yang, S. N. Koh. “The design of weighted minimax quadrature mirror filtersâ€. IEEE Transactions Signal Processing, vol. 41, No. 5, pp. 1780-1789, May 1993. | |
Mr. Anamika Jain
M.A.N.I.T.Bhopal - India
ajain_bpl@yahoo.in
Dr. Aditya Goel
- India
|
|
|
|
View all special issues >> | |
|
|