Digital signal processing: Progress over the last decade and the challenges ahead

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Volumn E84-A, Issue 1, 2001, Pages 80-90

  Hamada, Nozomu ^a  

^a KEIO UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE FILTERING; MULTIMEDIA SYSTEMS; NONLINEAR FILTERING;

MULTIMEDIA SIGNAL PROCESSING;

DIGITAL SIGNAL PROCESSING;

EID: 0035126333     PISSN: 09168508     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (113)

1. N.N. Chit and J.S. Mason, "Complex Chebyshev approximation for FIR digital filters," IEEE Trans. SP, vol.39, no.l, pp.49-54, Jan. 1991.
2. C.-Y. Tseng, "An efficient implementation of Lawson's algorithm with application to complex Chebyshev FIR filter design," IEEE Trans. CAS II, vol.42, no.4, Pp.245-2CO, April 1995.
3. L.J. Karan and J.H. McClellan, "Complex Chebyshev approximation for FIR filter design," IEEE Trans. CAS II, vol.42, no.3, pp.207-216, April 1995.
4. I.-S. Lin and S.L. Mitra, "Overlapped block digital filtering," IEEE Trans. CAS II, vol.43, no.8, pp.58G-596, Aug. 1996.
5. S.K. Mitra, A. Mahalanobis, and T. Saramaki, "A generalized structural subband decomposition of FIR filters and its application in efficient FIR filter design and implementation," IEEE Trans. CAS II, vol.40, no.6, pp.363-374, June 1993.
6. T. Hinamoto, "2-D lyapunov equation and filter design based on the Fornacini-Marchesini second model," IEEE Trans. CAS II, vol.40, no.2, pp. 102-110, Feb. 1993.
7. A. Ertüzün, A.H. Kayran, and E. Panayirci, "An improved 2-D lattice filter and its entropy relations," Signal Processing, vol.28, pp.1-24, 1992.
8. J.C. Brailean, R.P. Kleihorst, S. Efstratiadis, A.K. Katsaggelos, and R.L. Langendijk, "Noise reduction filters for dynamic image sequences: A review," Proc. IEEE, vol.83, no.9, pp.1272-1291, Sept. 1995.
9. T. Yoshida, K. Ashizawa, and A. Nishihara, "Design and implementation of multidimensional Y-C separation filters for NTSC signals," IEEE Trans. CAS for Video Tech., vol.2, no.4, pp.373-380, Dec. 1992.
10. K.S. Knudsen and L.T. Bruton, "Recursive pruning of the 2-D DFT with 3-D signal processing applications," IEEE Signal Processing, vol.41, no.3, pp.1340-1356, March 1993.
11. Special Issues on Wavelets and Multiresolution signal analysis, IEEE Trans. IT, vol.38, no.2, March 1992.
12. Special Issues on Wavelets and Signal Processing, IEEE Trans. SP, vol.41, no.12, Dec. 1993.
13. Special Issues on Wavelet, Proc. IEEE, vol.84, no.4, April 1996.
14. Special Issue on Multirate Systems, Filter Banks, Wavelets, and Applications, IEEE Trans. CAS II, vol.45, no.8, Aug. 1998.
15. A. Cohen and J. Kovaccvic, "Wavelet: The mathematical background," Proc. IEEE, vol.84, no.4, pp.514-522, April 1996.
16. N. Hess-Nielsen and M.V. Wickerhauser, "Wavelet and time-Frequency analysis," Proc. IEEE, vol.84, no.4, pp.523-540, April 1996.
17. K. Ramachandran, M. Vetterli, and C. Herley, "Wavelet, subband coding, and best bases," Proc. IEEE, vol.84, no.4, pp.541-560, April 1996.
18. S. Mallat and Z. Zhang, "Matching pursuits with timefrequency dictionaries," IEEE Trans. SP, vol.41, pp.3397-3415, Dec. 1993.
19. M.M. Goodwin and S. Mallat, "Matching pursuit and atomic signal models based on recursive filter banks," IEEE Trans. SP, vol.47, pp.1890-1902, July 1999.
20. C. Herley, Z. Xiong, K. Ramachandra, and M.T. Orchard, "Joint space-frequency segmentation using balances wavelet packet trees for least-cost image representation," IEEE Trans. IP, vol.6, no.9, pp.1213-1230, Sept. 1997.
21. R. Bernardini and J. Kovacevic, "Arbitrary tilings of the time-frequency plane using local bases," IEEE Trans. SP, vol.47, no.8, pp.2293-2304, Aug. 1999.
22. D.L. Donoho, "Unconditional bases are optimal bases for data compression and for statistical estimation," Appl. Comp. Harmon. Anal., pp.100-115, Dec. 1993.
23. D.L. Donoho, "De-noising by soft thresholding," IEEE Trans. IT, vol.41, no.5, pp.613-627, May 1995.
24. I. Djokovic and P.P. Vaidyanathan, "Generalized sampling theorems in multiresolution subspaces," IEEE Trans. SP, vol.45, no.3, pp.583-599, March 1997.
25. M. Unser and J. Zerubia, "A generalized sampling theory without band-limiting constraints," IEEE Trans. SP, vol.45, no.8, pp.959-969, Aug. 1998.
26. M.J.T. Smith and T.P. Barnwell III, "A procedure for designing exact reconstruction filter banks for tree structured subband coders," Proc. IEEE Int. Conf. ASSP, pp.27.1.1,-27.1.4, March 1984.
27. M. Vitterli and C. Herley, "Wavelet and filter banks: Theory and design," IEEE Trans. Signal Procesing, vol.40, no.9, pp.2207-2232, Sept. 1992.
28. P.P. Vaidyanathan, "Mutirate digital filters, filter banks, polyphase networks, and applications: A tutorial," Proc. IEEE, vol.78, pp.56-93, Jan. 1990.
29. D. Esteban and C. Galand, "Application of quadrature mirror filters to split band voice coding schemes," Proc. IEEE Int. Conf. ASSP, pp.191-195, May 1977.
30. G. Strang and T.Q. Nguyen, Wavelets and Filter Banks, Wellesley-Cambridge Press, Wellesley, MA, 1996.
31. P.P Vaidyanathan, Multirate Systems and Filter Banks, Prentice-Hall, Englewood Cliffs, NJ, 1993.
32. W. Sweldens, "The lifting scheme: A construction of second generation wavelets," SIAM J. Math. Anal., vol.29, no.2, pp.511-546, 1997.
33. P.P. Vaidyanathan and A. Kirac, "Results on optimal biorthogonal filterbanks," IEEE Trans. CAS II, vol.45, no.8, pp.932-947, Aug. 1998.
34. A. Segall, "Bit allocation and encoding for vector sources," IEEE Trans. Inf. Theory, vol.22, no.3, pp. 162-169, March 1976.
35. Y.P. Lin and P.P. Vaidyanathan, "Linear phase cosine modulated maximally decimated filter banks with perfect reconstruction," IEEE Trans. SP, vol.43, no.11, pp.2525-2539, Nov. 1995.
36. T.Q. Nguyen, "Digital filter banks design-quadraticconstrained formulation," IEEE Trans. SP, vol.43, no.9, pp.2103-2108, Sept. 1995.
37. P. Delsarte, B. Macq, and D. Slock, "Signal-adapted multircsolution transform for image coding," IEEE Trans. Inf. Theory, vol.38, pp.897-904, March 1992.
38. A. Kirac and P.P. Vaidyanathan, "Theory and design of optimum FIR compaction filters," IEEE Trans. Signal Processing, vol.4G, no.4, pp.903-919, April 1998.
39. M. Unser, "On the optimality of ideal filters for pyramid and wavelet signal approximation," IEEE Trans. Signal Processing, vol.41, no.12, pp.3591-3596, Dec. 1993.
40. M.K. Tsatsanis and G.B. Giannakis, "Principal component filter banks for optimal multiresolution analysis," IEEE Trans. Signal Processing, vol.43, no.8, pp. 1766-1777, Aug. 1995.
41. P.P. Vaidyanathan, "Theory of optimal orthogonal filter banks," Proc. IEEE Int. Conf. ASSP, Atlanta, May 1996.
42. P. Moulin, M. Anitescu, and K. Ramchandran, "Theory of rate-distortion-optimal, constrained filterbanksApplication to IIR and FIR biorthogonal designs," IEEE Trans. SP, vo.48, no.4, pp.1120-1132, April 2000.
43. P.M. Cassereau, D.H. Staelin, and G. de Jager, "Encoding of images based on a lapped orthogonal transform," IEEE Trans. Commun., vol.37, no.2, pp. 189-193, Feb. 1989.
44. R.L. de Queiroz, T.Q. Nguyen, and K.R. Rao, "The GenLOT: Generalized linear-phase lapped orthogonal transform," IEEE Trans. SP, vol.44, no.3, pp.497-507, March 1996.
45. H.S. Marvar, "Lapped biorthogonal transform for transform coding with reduced blocking and ringing artifacts," Proc. IEEE Int. Conf. ASSP, pp.2421-2424, München, April 1997.
46. T.D. Tran, M. Ikehara, and T.Q. Nguyen, "Linear phase paraunitary filter bank with filters of different lengths and its application in image compression," IEEE Trans. SP, vol.47, no. 10, pp.2730-2744, Oct. 1999.
47. C. Charoenlarpnopparut and N.K. Bose, "Multidimensional FIR filter bank design using grobner bases," IEEE Trans. CAS II, vol.46, no.12, pp. 1475-1486, Dec. 1999.
48. C. Herley, "Boundary filters for finite-length signal and time-varying filter banks," IEEE Trans. CAS II, vol.42, no.2, pp.102-114, Feb. 1995.
49. J.M. Shapiro, "Embedded image coding using zerotrees of wavelet coefficients," IEEE Trans. SP, vol.41, no.12, pp.3445-3462, Dec. 1993.
50. A. Said and W.A. Pearlman, "A new fast and efficient image code based on set partitioning in hierarchical trees," IEEE Trans. CAS for Video Technology, vol.6, no.3, pp.243-250, June 1996.
51. Akansu, P. Duhamel, X. Lin, and M. de Courville, "Orthogonal transmultiplexors in communication: A review," IEEE Trans. SP, vol.46, no.4, pp.979-995, April 1998.
52. G. Beylkin, R. Coifman, and V. Rokhlin, "Fast wavelet transforms and numerical algorithms," Comp. Pure Appl. Math. 44, pp.141-183, 1991.
53. M. Vishwanath, R.M. Owens, and M.J. Irwin, "VLSI architectures for the discrete wavelet transform," IEEE Trans. CAS II, vol.42, no.5, pp.305-316, May 1995.
54. J.T. Kirn, Y.H. Lee, T. Isshiki, and H. Kunieda, "Scalable VLSI architectures for lattice structure-based discrete wavelet transform," IEEE Trans. CAS II, vol.45, no.8, pp.1031-1043, Aug. 1998.
55. K. Parhi and T. Nishitani, "VLSI architectures for discrete wavelet transform folded architectures and digit-series architectures for 1-D DWT," IEEE Trans. VLSI Syst., Signal Process., vol.1, no.2, pp.191-202, June 1993.
56. M. Dentino, J. McCool, and B. Widrow, "Adaptive filtering in the frequency domain," Proc. IEEE, vol.66, pp.1658-1659, Dec. 1978.
57. M.R. Pctraglia and S.K. Mitra, "Adaptive FIR filter structure based on the generalized subband decomposition of FIR filters," IEEE Trans. GAS II, vol.40, no.6, pp.354-362, June 1993.
58. B.E. Usevitch and M.T. Orchard, "Adaptive filtering using filter bank," IEEE Trans. CAS II, vol.43, no.3, pp.255-265, March 1996.
59. S. Hosur and A.H. Tewfik, "Wavelet transform domain adaptive FIR filtering," IEEE Trans. SP, vol.45, no.3, pp.617-630, March 1997.
60. S.S. Pradhan and V.U. Reddy, "A New Approach to Subband Adaptive Filtering," IEEE Trans. SP, vol.47, no.3, pp.655-664, March 1999.
61. M. de Courville and P. Duhamel, "Adaptive filtering in subbands using a weighted criterion," IEEE Trans. SP, vol.46, no.9, pp.2359-2371, Sept. 1998.
62. F. Resende, P. Diniz, K. Tokuda, M. Kaneko, and A. Nishihara, "New adaptive algorithms based on multi-band decomposition of the error signal," IEEE Trans. CAS II, vol.45, no.5, pp.592-599, March 1996.
63. A. Sayed and T. Kailath, "A state-space approach to adaptive RLS filtering," IEEE Signal Processing Magazine, vol.11, no,3, pp.18-60, March 1994.
64. S.C. Douglas, "Generalized gradient step sizes for stochastic gradient adaptive filters," Proc. ASSP, vol.2, pp. 1396-1399, Detroit, MI, May 1995.
65. Y. Sato, "A method of self-recovering equalization for multi-level amplitude modulation," IEEE Trans. Commun., vol.COM-23, no.6, pp.679-682, June 1975.
66. C.L. Nikias and J.M. Mendel, "Signal processing with higher-order spectra," IEEE Signal Processing Magazine, vol.10, pp.10-37, July 1993.
67. L. Tong, G. Xu, and T. Kailath, "Blind identification and equalization based on second-order statistics: A time domain approach," IEEE Trans. IT, vol.40, no.2, pp.340-349, Feb. 1994.
68. L. Tong, G. Xu, B. Hassibi, and T. Kailath, "Blind channel identification based on second-order statistics: A frequency domain approach," IEEE Trans. IT, vol.41, no.l, pp.329-334, Jan. 1995.
69. L. Sun, H. Ohmori, and A. Sano, "Blind identification of transfer function model," IEICE Trans. Fundamentals, vol.E82-A, no.8, pp.1391-1401, Aug. 1999.
70. K. Matsubara, K. Nishikawa, and H. Kiya, "Pipelined LMS adaptive filter using a new look-ahead transformation," IEEE Trans. CAS II, vol.46, no.l, pp.51-55, Jan. 1999.
71. A. Sugiyama, H. Sato, A. Hirano, and S. Ikeda, "A fast convergence algorithm for adaptive FIR filters under computational constraint for adaptive tap-position control," IEEE Trans. CAS II, vol.43, no.9, pp.629-G36, Sept. 1996.
72. O. Hoshuyama, A. Sugiyama, and A. Hirano, "A robust adaptive beamformer for microphone arrays with a blocking matrix using constrained adaptive filters," IEEE Trans. SP, vol.47, no.10, pp.2677-2684, Oct. 1999.
73. M. Muneyasu and A. Taguchi, Nonlinear Digital Signal Processing, Asakura Publishing Co., 1999.
74. I. Pitas and A.N. Venetsanopoulos, eds., Nonlinear Digital Filters: Principles and Applications, Kluwer, Dordrecht, Holland, 1990.
75. C. Kotropoulos and I. Pitas, "Multichannel L filters based on marginal data ordering," IEEE Trans. SP, vol.42, no.10, pp.2581-2595, Oct. 1994.
76. L. Yin, R. Yang, M. Gabbouj, and Y. Neuvo, "Weighted median filters: A tutorial," IEEE Trans. CAS II, vol.43, no.3, pp.157-192, March 1996.
77. P.T. Yu and W.-H. Liao, "Weighted order statistics filters-Their classification, some properties, and conversion algorithm," IEEE Trans. SP, vol.42, pp.2483-2497, Oct. 1994.
78. J. Song and Y.H. Lee, "Linear combination of weighted order statistic filters," IEEE Trans. CAS II, vol.43, no.5, pp.349-362, May 199G.
79. P. Maragos and R.W. Schafer, "Morphological systems for multidimensional signal processing," Proc. IEEE, vol.78, pp.690-710, 1990.
80. II. Kobatake, Morphology, Corona Publishing, 199G.
81. P. Salembier, P. Brigger, J.R. Casas, and M. Pardas, "Morphological operators for image and video compression," IEEE Image Processing, vol.5, no.6, pp.881-898, June 1996.
82. P. Salembier and R. Rue, "Hierarchical morphological segmentation for image sequence coding," IEEE Trans. IP, vol.3, no.5, pp.639-651, Sept. 1994.
83. G.R. Arce and M. Tian, "Order statistic filter banks," IEEE Trans. IP, vol.5, no.6, pp.827-837, June 1996.
84. G.R. Arce, N.A. Grabowski, and N.C. Gallaher, "Weighted median filters with sigma-delta modulation encoding," IEEE Trans. SP, vol.48, no.2, pp.489-498, Feb. 2000.
85. J. Lee and V.J. Mathews, "A fast recursive least squares second order adaptive Volterra filter and its performance analysis," IEEE Trans. SP, vol.41, no.3, pp.1087-1102, March 1993.
86. J.C. Principe, L. Wang, and M.A. Motter, "Local dynamic modeling with self-organizing maps and applications to nonlinear system identification and control," Proc. IEEE, vol.86, no.11, pp.2240-2258, Nov. 1998.
87. K. Arakawa, "Current and future of intelligent signal processing," IEICE Technical Report, DSP99-15, May 1999.
88. Special Issue on Intelligent Signal Processing, Proc. IEEE, vol.86, no.11, Nov. 1998.
89. L. Guan, J.A. Anderson, and J.P. Button, "A network of networks processing model for image regularization," IEEE Trans. Neural Networks, vol.8, no.l, pp.169-174, 1997.
90. Y. liguni, "Hierarchical image coding via cerebellar model arithmetic computers," IEEE Trans. IP, vol.5, no. 10, pp.1393-1401, 1996.
91. Special Issue on Fuzzy Logic in Signal Processing, Signal Processing, vol.80, no.6, June 2000.
92. T. Chen (Guest Editor), "The past, present, and future of image and multidimensional signal processing," IEEE Signal Processing Magazine, vol.15, no.2, pp.21-58, March 1998.
93. M.R. Banham and A.K. Katsaggelos, "Digital image restoration," IEEE Signal Processing Magazine, pp.24-41, March 1997.
94. M.A. Figueiredo and J.M.M. Leitao, "Sequential and parallel image restoration: Neural network implementation," IEEE Trans. Image Processing, vol.3, pp.789-801, Nov. 1994.
95. J. Kirn and J.W. Woods, "Image identification and restoration in the subband domain," IEEE Trans. Image Processing, vol.3, pp.312-314, May 1994.
96. M.E. Zervakis, T.M. Kwon, and J.-S. Yang, "Multiresolution image restoration in the wavelet domain," IEEE Trans. CAS II, vol.42, no.9, pp.578-591, Sept. 1995.
97. D. Kundur and A.D. Hatzinakos, "Blind image deconvolution," IEEE Signal Processing Magazine, pp.43-64, May 1996.
98. S. Amari and T. Ozeki, "Differential and algebraic geometry of multilayer perceptrons," IEICE Trans. Fundamentals, vol.E84-A, no.l, pp.31-38, Jan. 2001.
99. F. Qian and B.D. VanVcen, "Partially adaptive beamforming for correlated interference rejection," IEEE Trans. SP, vol.43, no.2, pp.50G-515, Feb. 1995.
100. L.C. Godara, "Applications of antenna arrays to mobile communications Part 1: Performance improvement, feasibility, and system considerations," Proc. IEEE, vol.85, no.7, pp.1931-1062, July 1997.
101. N. Kikuma, Adaptive Signal Processing with Array Antenna, Science and Technology Publishing Co. Inc., 1999.
102. S. Affes and Y. Grenier, "A signal subspace tracking algorithm for microphone array processing of speech," IEEE Speech & Audio Processing, vol.5, no.5, pp.425-437, Sept. 1997.
103. D.B. Ward, ''Technique for broadband correlated interference rejection in microphone arrays," IEEE Trans. Speech fc Audio Processing, vol.6, pp.414-417, 1998.
104. I. Kuroda and T. Nishitani, "Multimedia processors," Proc. IEEE, vol.86, no.6, pp.1203-1221, June 1998.
105. S. Ono, N. Ohta, and T. Aoyama, Super-High-Definition Images- Beyond HDTV, Artech House, Boston/London, 1995.
106. J. Villasenor and B. Hutchings, ''The flexibility of configurable computing," IEEE Signal Processing Magazine, vol.15, pp.67-84, Sept. 1998.
107. I. Guskov, W. Sweldens, and P. Schröder, "Multiresolution signal processing for meshes," Computer Graphics Proceedings (SIGGRAPH 99), pp.325-334, 1999.
108. A.C. Kokaran, Motion picture restoration, Springer Verlag, London, 1998.
109. A.J. Paulraj and C.B. Papadias, "Space-time processing for wireless communications," IEEE Signal Processing Magazine, vol.14, no.6, pp.49-83, Nov. 1997.
110. Special Issue Part One: Multimedia Signal Processing, Proc. IEEE, vol.86, no.5, May 1998.
111. Special Issue Part Two: Multimedia Signal Processing, Proc. IEEE, vol.86, no.6, June 1998.
112. M.D. Swanson, M. Kobayashi, and A.H. Tewfik, "Multimedia data-embedding and watermarking technologies," ibid., pp.1064-1087.
113. N. Jayant, J. Johnston, and R. Safranek, "Signal compression based on models of human perception," Proc. IEEE, vol.81, no.10, pp.1385-1422, Oct. 1993.