Status of pattern recognition with wavelet analysis

Frontiers of Computer Science in China

Volumn 2, Issue 3, 2008, Pages 268-294

  Tang, Yuanyan ^a,b  

^a CHONGQING UNIVERSITY   (China)

^b HONG KONG BAPTIST UNIVERSITY   (Hong Kong)

Author keywords

Biometrics; Classifier design; Document analysis; Image fusion; Image indexing and retrieval; Invariant representation; Pattern recognition; Singularity analysis; Texture analysis; Wavelet analysis

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIOMETRICS; CHARACTER RECOGNITION; CLASSIFICATION (OF INFORMATION); COMPUTER SCIENCE; COMPUTER VISION; ELECTRIC LOAD FORECASTING; ENGINEERING RESEARCH; FACE RECOGNITION; FEATURE EXTRACTION; HEALTH; IMAGE FUSION; IMAGE PROCESSING; IMAGING SYSTEMS; IMAGING TECHNIQUES; INDEXING (MATERIALS WORKING); INDUSTRIAL RESEARCH; INFORMATION RETRIEVAL SYSTEMS; INFORMATION SERVICES; MILITARY APPLICATIONS; MILITARY ENGINEERING; OPTICAL DATA PROCESSING; PATTERN RECOGNITION; SECURITY OF DATA; SPLINES; TECHNOLOGY; WAVELET ANALYSIS; WAVELET TRANSFORMS; WEATHER FORECASTING;

ADVANCED RESEARCH; AND DETECTION; B-SPLINE WAVELETS; CLASSIFICATION AND CLUSTERING; CLASSIFIER DESIGN; DOCUMENT ANALYSIS; DOCUMENT PROCESSING; HAND GESTURES; IMAGE INDEXING AND RETRIEVAL; INFORMATION SECURITY; INVARIANT REPRESENTATION; IRIS PATTERN RECOGNITION; MILITARY SCIENCE; NEW DEVELOPMENTS; NUMEROUS APPLICATIONS; RESEARCH TOPICS; ROBOT VISION; SINGULARITY ANALYSIS; TEXTURE ANALYSIS; WAVELET DESCRIPTORS; WAVELET THEORY;

OBJECT RECOGNITION;

EID: 49549124527     PISSN: 16737350     EISSN: 16737466     Source Type: Journal    
DOI: 10.1007/s11704-008-0012-0     Document Type: Review

References (81)

1. Auslander L, Kailath T, Mitter S, eds. Signal Processing I: Signal Processing Theory. New York: Springer-Verlag, 1990
2. Beylkin G, Coifman R, Daubechies I, et al. Wavelets and their Applications. MA: Jones and Bartlett, 1991
3. Chui C K. An Introduction to Wavelets. Boston: Academic Press, 1992
4. Daubechies I. Wavelet transform, time-frequency localization and signal analysis. IEEE Transactions Information Theory, 1990, 36: 961-1005
5. Grossmann A, Morlet J. Decomposition of hardy function into square integrable wavelets of constant shape. SIAM J. Math. Anal., 1984, 15: 723-736
6. IEEE. Special issue on wavelets and signal processing. IEEE Transactions on Signal Processing, 1993, 41(12): 3213-3600
7. Mallat S. A theory of multiresolution signal decomposition: the wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989, 11: 674-693
8. Meyer Y. Ondelettes et Fonctions Splines: Seminaire EDP. Ecole Polytechnique, Paris, 1986
9. SPIE. Special issue on wavelet applications. In Harold H. Szu, editor, Proceedings of SPIE 2242, 1994
10. Chen C H, Lee J S, Sun Y N. Wavelet transformation for graylevel corner detection. Pattern Recognition, 1995, 28(6): 853-861
11. Chen G, Yang Y H, Edge detection by regularized cubic Bspline fitting. IEEE Transactions on Systems, Man and Cybernetics, April, 1995, 25(4): 636-643
12. Chuang G C H, Kuo C C J. Wavelet descriptor of planar curves: theory and applications". IEEE Transactions Image Processing, 1996, 5(1): 56-70
13. Deng W A, Lyengar S S. A new probability relaxation scheme and its application to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1996, 18(4): 432-443
14. Law T, Iton H, Seki H. Image filtering, edge detection, and edge tracing using fuzzy reasoning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1996, 18(5): 481-491
15. Mallat S, Hwang W L. Singularity detection and processing with wavelets. IEEE Transactions on Information Theory, 1992, 38: 617-643
16. Tang Y Y, Yang L H, Feng L. Contour detection of handwriting by modular-angle-separated wavelets. In Proc. of the 6-th Inter. Workshop on Frontiers of Handwriting Recognition (IWFHR-VI), Taejon, Korea, August 1998, 357-366
17. Tang Y Y, Yang L H, Liu J. Wavelet-based edge detection in Chinese document. In Proc. the 17th Int. Conf. on Computer Processing of Oriental Languages, 1997, volume 1, 333-336
18. Thune M, Olstad B, Thune N. Edge detection in noisy data using finite mixture distribute analysis. Pattern Recognition, 1997, 30(5): 685-699
19. Tieng Q M, Boles W W. Recognition of 2D object contours using the wavelet transform zero-crossing representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997, 19: 910-916
20. Young R K. Wavelet Theory and its Applications. Boston: Kluwer Academic Publishers, 1993
21. Tang Y Y, Li B F, Ma H, et al. Ring-projection-wavelet-fractal signatures: a novel approach to feature extraction". IEEE Transactions on Circuits and Systems II, 1998, 45(8): 1130-1134
22. Tang Y Y, Liu J M, Ma H, et al. Wavelet orthonormal decomposition for extracting features in pattern recognition. International Journal of Pattern Recognition and Artificial Intelligence, 1999, 13(6): 803-831
23. Tieng Q M, Boles W W. Wavelet-based affine invariant representation: a tool for recognizing planar objects in 3D space. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997, 19: 846-857
24. Wunsch P, Laine A F. Wavelet descriptors for multiresolution recognition of handprinted characters. Pattern Recognition, 1995, 28(8): 1237-1249
25. Haley G M, Manjunath B S. Rotation-invariant texture classification using a complete space-frequency model". IEEE Transactions on Image Processing, 1999, 8(2): 255-269
26. Shen D, Ip Horace H S. Discriminative wavelet shape descriptors for recognition of 2D pattern. Pattern Recognition, 1999, 32: 151-165
27. Yoon S H, Kim J H, Alexander W E, et al. An optimum solution for scale-invariant object recognition based on the multi-resolution approximation. Pattern Recognition, 1998, 31: 889-908
28. Kunte R S, Samuel R D S. Wavelet descriptors for recognition of basic symbols in printed Kannada text. International Journal of Wavelets, Multiresolution and Information Processing, 2007, 5(2): 351-367
29. Lee S W, Kim C H, Ma H, et al. Multiresolution recognition of unconstrained handwritten numerals with wavelet transform and multilayer cluster neural network. Pattern Recognition, 1996, 29: 1953-1961
30. Tang Y Y, Ma H, Li B, et al. Character recognition based on doubechies wavelet. In Proceedings of The First Int. Conf. on Multimodel Interface (ICMI'96), Beijing: Tsinghua University Press, 1996, 215-220
31. Van de Wouwer G, Schenuders P, Van Dyck D. Statistical texture characterization from discrete wavelet representation. IEEE Transactions on Image Processing, 1999, 8: 592-598
32. Van de Wouwer G, Scheunders P, Livens S, et al. Wavelet correlation signatures for color texture characterization". Pattern Recognition, 1999, 32: 443-451
33. Liang K H, Tjahjadi T. Adaptive scale fixing for multiscale texture segmentation. IEEE Transactions on Image Processing, 2006, 15(1): 249-256
34. Muneeswaran K, Ganesan L, Arumugam S, et al. A novel approach combing Gabor wavelet transforms and moments for texture segmentation. International Journal of Wavelets, Multiresolution and Information Processing, 2005, 3(4): 559-572
35. Jain P, Merchant S N. Wavelet-based multiresolution histogram for fast image retrieval. International Journal of Wavelets, Multiresolution and Information Processing, 2004, 2(1): 59-73
36. Ksantini R, Ziou D, Dubeau F, et al. Image retrieval based on region separation and multiresolution analysis. International Journal of Wavelets, Multiresolution and Information Processing, 2006, 4(1): 147-175
37. Kubo M, Aghbari Z, Makinouchi A. Content-based image retrieval technique using wavelet-based shift and brightness invariant edge feature. International Journal of Wavelets, Multiresolution and Information Processing, 2003, 1(2): 163-178
38. Moghaddam H A, Khajoie TT, Rouhi A H, et al. Wavelet correlogram: a new approach for image indexing and retrieval. Pattern Recognition., 2005, 38(12): 2506-2518
39. Special Issue on Digital Library. IEEE Transactions on Pattern Analysis And Machine Intelligence, 18, 1996
40. Smeulders A W M, Worring M, Santini S, et al. Content-based image retrieval at the end of early years". IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22: 1349-13805
41. Murtagh F Starck J L. Pattern clustering based on noise modeling in wavelet space. Pattern Recognition, 1998, 31: 847-855
42. Shankar B U, Meher S K, A Chosh. Neuro-wavelet classifier for multispectral remote sensing images. International Journal of Wavelets, Multiresolution and Information Processing, 2007, 5(4): 589-611
43. Tang Y Y, Yang LH, Liu J M, et al. Wavelet Theory and Its Applications to Pattern Recognition. Singapore: World Scientific Publishing Co. Pte, Ltd., 2000
44. Liang K H, Chang F, Tan T M, et al. Multiresolution hadamard representation and its application to document image analysis. In Proceedings of The Second Int. Conf. on Multimodel Interface (ICMI'99), Hong Kong, January 5-7 1999, V1-6
45. Tang Y Y, Liu J, Ma H, et al. Two-dimensional wavelet transform in document analysis. In: Proceedings of The First Int. Conf. on Multimodel Interface (ICMI'96). Beijing: Tsinghua University Press, 1996, 274-279
46. Tang Y Y, Ma H, Liu J M, et al. Multiresolution analysis in extraction of reference lines from documents with graylevel background. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997, 19: 921-926
47. Tang Y Y, Ma H, Xi D H, et al. Extraction of reference lines from document with grey-level background using sub-image of wavelets. In: Proceedings of the 3rd International Conference on Document Analysis and Recognition, Montreal, Canada, Oct. 14-16 1995, 571-574
48. Daugman J. Demodulation by complex-valued wavelets for stochastic pattern recognition. International Journal of Wavelets, Multiresolution and Information Processing, 2003, 1(1): 1-317
49. Kouzani A Z, Ong S H. Lighting-effects classification in facial images using wavelet packets transform. International Journal of Wavelets, Multiresolution and Information Processing, 2003, 1(2): 199-215
50. Lai J H, Yuen P C, Feng G C. Spectroface: a Fourier-based approach for human face recognition. In: Proceedings of The Second Int. Conf. on Multimodel Interface (ICMI'99), 1999, VI115-120
51. Yang L H, Bui T D, Suen C Y. Image recognition based on nonlinear wavelet approximation. International Journal of Wavelets, Multiresolution and Information Processing, 2003, 1(2): 151-161
52. Kumar S, Kumar D K. Visual hand gestures classification using wavelet transforms and moment based features. International Journal of Wavelets, Multiresolution and Information Processing, 2005, 3(1): 79-101
53. Kumar S, Kumar D K, Sharma A, et al. Visual hand gestures classification using wavelet transforms. International Journal of Wavelets, Multiresolution and Information Processing, 2003, 1(4): 373-392
54. Sharnia A, Kumart D K, Kumar S. Wavelet directional histograms of the spatio-temporal templates of human gestures. International Journal of Wavelets, Multiresolution and Information Processing, 2004, 2(3): 283-298
55. Yang F, Wang Z, Yu Y L. Chinese typeface generation and composition using B-spline wavelet transform. In Proceedings of SPIE, Wavelet Applications V Orlando, Florida, 1998, 616-620
56. El-Khamy S E, Hadhoud M M, Dessouky M I, et al. Wavelet fusion: a tool to break the limits on LMMSE image super-resolution. International Journal of Wavelets, Multiresolution and Information Processing, 2006, 4(1): 105-118
57. Li H. Wavelet-based weighted average and human vision system image fusion. International Journal of Wavelets, Multiresolution and Information Processing, 2006, 4(1): 97-103
58. Li S. Multisensor remote sensing image fusion using stationary wavelet transform: effects of basis and decomposition level. International Journal of Wavelets, Multiresolution and Information Processing, 2008, 6(1): 37-50
59. Chambolle A, DeVore R A, Lee N Y, et al. Nonlinear wavelet image processing: variational problems, compression, and noise removal through wavelet shrinkage. IEEE Transactions on Image Processing, 1998, 7(3): 319-335
60. Combettes P L, Pesquet J C. Wavelet-constrained image restoration. International Journal of Wavelets, Multiresolution and Information Processing, 2004, 2(4): 371-389
61. Combettes P L. Convex multiresolution analysis. IEEE Transactions on Pattern Analysis And Machine Intelligence, 1998, 20(12): 1308-1318
62. Liao Z, Tang Y Y. Signal denoising using wavelets and block hidden markov model. International Journal of Pattern Recognition and Artificial Intelligence, 2005, 19(5): 681-700
63. You X, Chen Q, Fang B, et al. Thinning character using modulus minima of wavelet transform. International Journal of Pattern Recognition and Artificial Intelligence, 2006, 20(3): 361-376
64. Mallat S, Zhong S. Characterization of signals from multiscale edges. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1992, 14(7): 710-732
65. Tang Y Y, Yang L H, Feng L. Characterization and detection of edges by Lipschitz exponent and MASW wavelet transform. In Proc. the 14th Int. Conf. on Pattern Recognition, Brisbane, Australia, August 1998, 1572-1574
66. Hsieh J W, Liao H M, Ko M T, et al. Wavelet-based shape form shading. Graphical Models and Image Processing, 1995, 57(4): 343-362
67. Tang Y Y, Cheng H D, Suen C Y. Transformation-ring-projection (TRP) algorithm and its VLSI implementation. International Journal of Pattern Recognition and Artificial Intelligence, 1991, 5(1 and 2): 25-56
68. Horn B K P, Brooks M J, eds. Shape from Shading. Cambridge, MA: MIT Press, 1989
69. Unser M, Aldroubi A, Eden M. On the asymptotic convergence of B-spline wavelets to Gabor functions. IEEE Transactions on Information Theory, 1992, 38: 864-872
70. Unser M, Aldroubi A, Eden M. A family of polynomial spline wavelets transforms. Signal Processing, 1993, 30: 141-162
71. Bow S T. Pattern Recognition and Image Preprocessing. New York: Marcel-Dekker, 1992
72. Shensa M J. The discrete wavelets transform: wedding the atrous and Mallat algorithms. IEEE Transactions Signal Processing, 1992, 40: 2464-2482
73. Starck J L, Bijaoui A, Murtagh F. Multiresolution support applied to image filtering and deconvolution. Graphical Models Image Processing, 1995, 57: 420-431
74. Tang Y Y, Suen C Y, Yan C D. Document processing for automatic knowledge acquisition. IEEE Transactions on Knowledge and Data Engineering, 1994, 6(1): 3-21
75. Mallat S G. Multifrequency channel decompositions of images and wavelet models. IEEE Transactions on Acoust. Speech Signal Process., 1989, 37(12): 2091-2110
76. Nastar C, Ayache N. Frequency-based non-rigid motion analysis. IEEE Transactions on Pattern Anal. and Mach. Intell., 18(11), 1996
77. O'Toole A, Abdi H, Deffenbacher K, et al. Low-dimensional representation of faces in higher dimensions of the face space. Journal of The Optical Society of America A., 1993, 10(3): 405-411
78. Sirovich L, Kirby M. Low-dimensional procedure for the characterization of human faces. Journal of The Optical Society of America A., 1987, 4(3): 519-524
79. Swets D L, Weng J. Using discriminant eigenfeatures for image retrieval. IEEE Transactions on Pattern Analysis And Machine Intelligence, 1996, 18(8): 831-836
80. Turk M, Pentland A. Eigenfaces for recognition. Journal of Cognitive Neuroscience, 1991, 3(1): 71-86
81. Yuen P C, Dai D Q, Feng G C. Wavelet-based PCA for human face recognition. Proceeding of IEEE Southwest Symposium on Image Analysis and Interpretation, 1998, 223-228