Improved structures of maximally decimated directional filter banks for spatial image analysis

IEEE Transactions on Image Processing

Volumn 13, Issue 11, 2004, Pages 1424-1431

  Park, Sang Il ^a   Smith, Mark J T ^b   Mersereau, Russell M ^c  

^a MOTOROLA INC   (United States)

^b PURDUE UNIVERSITY   (United States)

^c GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; IIR FILTERS; IMAGE QUALITY; IMAGE RECONSTRUCTION;

DIRECTIONAL ANALYSIS; DIRECTIONAL FILTER BANKS; LINEAR PHASE FILTERING;

IMAGE ANALYSIS;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER GRAPHICS; EVALUATION; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION RETRIEVAL; MATHEMATICAL COMPUTING; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; THREE DIMENSIONAL IMAGING; VALIDATION STUDY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER GRAPHICS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; INFORMATION STORAGE AND RETRIEVAL; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 7444230526     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2004.836186     Document Type: Article

References (21)

1. A. K. Jain, Fundamentals of Digital Image Processing. Englewood Cliff, NJ: Prentice-Hall, 1989, ch. 10, pp. 431-475.
2. E. Simoncelli, W. Freeman, E. Adelson, and D. Heeger, "Shiftable multi-scale transforms," IEEE Trans. Inform. Theory, vol. 38, pp. 587-607, Mar. 1992.
3. M. N. Do and M. Vetterli, "Contourlets: A directional multiresolution image representation," in Proc. IEEE Int. Conf. Image Processing, vol. 1, 2002, pp. 357-360.
4. N. Kingsbury, "Complex wavelets for shift invariant analysis and filtering of signals," J. Appl. Comput. Harmonic Anal., vol. 10, pp. 234-253, May 2001.
5. J. Starck, E. J. Candes, and D. Donoho, "The curvelet transform for image denoising," IEEE Trans. Image Processing, vol. 11, pp. 670-684, May 2002.
6. F. C. A. Fernandes, R. L. V. Spaendonck, and C. S. Burrus, "A directional, shift-insensitive, low-redundancy, wavelet transform," in IEEE Proc. Int. Conf. Image Processing, vol. 6, 2001, pp. 3653-3656.
7. A. K. Jain, Fundamentals of Digital Image Processing. Englewood Cliffs, NJ: Prentice-Hill, 1989.
8. R. H. Bamberger and M. J. T. Smith, "A filter bank for the directional decomposition of images: Theory and design," IEEE Trans. Signal Processing, vol. 40, pp. 882-893, Apr. 1992.
9. R. H. Bamberger, "New results on two and three dimensional directional filter banks," in Proc. 27th Asilomar Conf. Signals, Systems, Computers, vol. 2, 1993, pp. 1286-1290.
10. J. W. S. Cassels, An Introduction to the Geometry of Numbers. New York: Springer-Verlag, 1959.
11. Y.-P. Lin and P. Vaidyanathan, "Theory and design of two-dimensional filter banks: A review," Multidimensional Systems and Signal Processing, vol. 7, pp. 263-330, July-Oct. 1996.
12. A. V. Oppenheim and J. S. Lim, "The importance of phase in signals," Proc. IEEE, vol. 69, pp. 529-541, May 1981.
13. M. Smith and S. Eddins, "Analysis/synthesis techniques for subband image coding," IEEE Trans. Acoustics, Speech, Signal Processing, vol. 38, pp. 1446-1456, Aug. 1990.
14. W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling, Numerical Recipes in C: The Art of Scientific Computing. Cambridge, U.K.: Cambridge Univ. Press, 1988, pp. 309-317.
15. J. Johnston, "A filter family designed for use in QMF banks," in Proc. IEEE ICASSP, Apr. 1980, pp. 291-294.
16. S.-I. Park, M. J. T. Smith, and R. M. Mersereau, "A new directional filter bank for image analysis and classfication," in Proc. IEEE ICASSP, vol. 3, 1999, pp. 1417-1420.
17. J. G. Rosiles and M. J. T. Smith, "Texture classification with a biorthogonal directional filter bank," in Proc. IEEE ICASSP, vol. 3, 2001, pp. 1549-1552.
18. S.-I. Park, J. J. Lee, and M. J. T. Smith, "Fingerprint enhancement based on the directional filter banks," in Proc. IEEE Int. Conf. Image Processing, vol. 3, Sept. 2000, pp. 793-796.
19. S.-I. Park, M. J. T. Smith, and R. M. Mersereau, "Target recognition based on directional filter banks and higher-order neural networks," Digital Signal Process., vol. 10, pp. 297-308, Oct. 2000.
20. J. G. Rosiles and M. J. T. Smith, "Image denoising using directional filter banks," in Proc. IEEE Int. Conf. Image Processing, vol. 3, 2000, pp. 292-295.
21. J. G. Rosiles, "Model-based coding of sar and ultrasound images," in Proc. 7th IEEE Int. Conf. Electronics, Circuits, Systems, 2000, pp. 62-65.