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Directional wavelets revisited: Cauchy wavelets and symmetry detection in patterns. (English) Zbl 0936.42017

Authors’ abstract: “The analysis of oriented features in images requires two-dimensional directional wavelets. Among these, we study in detail the class of Cauchy wavelets, which are strictly supported in a (narrow) convex cone in spatial frequency space. They have excellent angular selectivity, as shown by a standard calibration test, and they have minimal uncertainty. In addition, we present a new application of directional wavelets, namely a technique for determining the symmetries of a given pattern with respect to rotations and dilation.” \(\copyright\) Academic Press.

MSC:

42C40 Nontrigonometric harmonic analysis involving wavelets and other special systems
68U10 Computing methodologies for image processing

References:

[1] Antoine, J.-P.; Carrette, P.; Murenzi, R.; Piette, B., Image analysis with two-dimensional continuous wavelet transform, Signal Process., 31, 241-272 (1993) · Zbl 0772.68110
[2] Antoine, J.-P.; Murenzi, R., Two-dimensional directional wavelets and the scale-angle representation, Signal Process., 52, 259-281 (1996) · Zbl 0875.94074
[3] Antoine, J.-P.; Murenzi, R.; Vandergheynst, P., Two-dimensional directional wavelets in image processing, Internat. J. Imaging Syst. Technol., 7, 152-165 (1996)
[4] Antoine, J.-P.; Murenzi, R., Two-dimensional continuous wavelet transform as linear phase space representation of two-dimensional signals, Wavelet Applications IV (1997), p. 206-217
[5] Argoul, F.; Arnéodo, A.; Elezgaray, J.; Grasseau, G.; Murenzi, R., Wavelet analysis of the self-similarity of diffusion-limited aggregates and electrodeposition clusters, Phys. Rev. A, 41, 5537-5560 (1990)
[6] Arnéodo, A.; Argoul, F.; Bacry, E.; Elezgaray, J.; Freysz, E.; Grasseau, G.; Muzy, J. F.; Pouligny, B., Wavelet transform of fractals, Wavelets and Applications (1991), Springer-VerlagMasson: Springer-VerlagMasson Berlin, Paris, p. 286-352 · Zbl 0754.58023
[9] Cohen-Tannoudji, C.; Diu, B.; Laloë, F., Mécanique Quantique, Tome I (1977), Hermann: Hermann Paris
[10] Dahlke, S.; Maass, P., The affine uncertainty principle in one and two dimensions, Comput. Math. Appl., 30, 293-305 (1995) · Zbl 0843.42019
[11] Dallard, T.; Spedding, G. R., 2-D wavelet transforms: Generalization of the Hardy space and application to experimental studies, European J. Mech. B Fluids, 12, 107-134 (1993) · Zbl 0771.42022
[12] Daubechies, I., Ten Lectures on Wavelets (1992), SIAM: SIAM Philadelphia · Zbl 0776.42018
[13] Daubechies, I.; Paul, Th., Time-frequency localisation operators—A geometric phase space approach. II. The use of dilations, Inverse Problems, 4, 661-680 (1988) · Zbl 0701.42004
[14] Delprat, N.; Escudié, B.; Guillemain, P.; Kronland-Martinet, R.; Tchamitchian, Ph.; Torrésani, B., Asymptotic wavelet and Gabor analysis: Extraction of instantaneous frequencies, IEEE Trans. Inform. Theory, 38, 644-664 (1992) · Zbl 0743.42010
[15] Freeman, W. T.; Adelson, E. H., The design and use of steerable filters, IEEE Trans. Pattern Anal. Machine Intell., 13, 891-906 (1991)
[16] Gabor, D., Theory of communication, J. Inst. Electr. Engrg. (London), 93, 429-457 (1946)
[17] Gottfried, K., Quantum Mechanics. Vol. I: Fundamentals (1966), Benjamin: Benjamin New York, Amsterdam · Zbl 0138.44402
[18] Gonnet, C.; Torrésani, B., Local frequency analysis with two-dimensional wavelet transform, Signal Process., 37, 389-404 (1994) · Zbl 0805.94004
[19] Grossmann, A.; Morlet, J., Decomposition of Hardy functions into square integrable wavelets of constant shape, SIAM J. Math. Anal., 15, 723-736 (1984) · Zbl 0578.42007
[20] Guyot, P.; Kramer, P.; de Boissieu, M., Quasicrystals, Rep. Prog. Phys., 54, 1373-1425 (1991)
[21] Guillemain, Ph.; Kronland-Martinet, R.; Martens, B., Estimation of spectral lines with the help of the wavelet transform. Applications in N.M.R. spectroscopy, (Meyer, Y., Wavelets and Applications (1991), Springer-VerlagMasson: Springer-VerlagMasson Berlin, Paris), 38-60
[22] Holschneider, M., Wavelets, An Analysis Tool (1995), Oxford Univ. Press: Oxford Univ. Press Oxford · Zbl 0874.42020
[23] Hwang, W.-L.; Mallat, S., Characterization of self-similar multifractals with wavelet maxima, Appl. Comput. Harmon. Anal., 1, 316-328 (1994) · Zbl 0812.28005
[24] Hwang, W.-L.; Lu, C.-S.; Chung, P.-C., Shape from texture: Estimation of planar surface orientation through the ridge surfaces of continuous wavelet transform, IEEE Trans. Image Process., 7, 773-780 (1998)
[25] Jain, A. K.; Farrokhnia, F., Unsupervised texture discrimination using Gabor filters, J. Pattern Recogn., 24, 1167-1186 (1991)
[26] Janot, C., Quasicrystals, A Primer (1994), Oxford Univ. Press: Oxford Univ. Press Oxford · Zbl 0838.52023
[27] Klauder, J. R., Path integrals for affine variables, (Antoine, J.-P.; Tirapegui, E., Functional Integration, Theory and Applications (1980), Plenum Press: Plenum Press New York, London), 101-119 · Zbl 0481.28012
[28] Klauder, J. R.; Skagerstam, B. S., Coherent States—Applications in Physics and Mathematical Physics (1985), World Scientific: World Scientific Singapore · Zbl 1050.81558
[29] Lu, C.-S.; Hwang, W.-L.; Liao, H.-Y. M.; Chung, P.-C., Shape from texture based on the ridge of continuous wavelet transform, (Delogne, P., Proc. IEEE Intern. Conf. on Image Processing (ICIP-96), Lausanne, Sept. 1996 (1996), IEEE: IEEE Piscataway), 291-294
[31] Paul, Th.; Seip, K., Wavelets in quantum mechanics, (Ruskai, M. B.; Beylkin, G.; Coifman, R.; Daubechies, I.; Mallat, S.; Meyer, Y.; Raphael, L., Wavelets and Their Applications (1992), Jones and Bartlett: Jones and Bartlett Boston), 303-322 · Zbl 0796.35140
[32] Pei, S. C.; Jaw, S.-B., Two-dimensional general fan-type FIR digital filter design, Signal Process., 37, 265-274 (1994) · Zbl 0799.93056
[33] Perona, P., Steerable-scalable kernels for edge detection and junction analysis, Image Vision Comput., 10, 663-672 (1992)
[34] Simoncelli, E. P.; Farid, H., Steerable wedge filters for local orientation analysis, IEEE Trans. Image Process., 5, 1377-1382 (1996)
[35] Simoncelli, E. P.; Freeman, W. T.; Adelson, E. H.; Heeger, D. J., Shiftable multiscale transforms, IEEE Trans. Inform. Theory, 38, 587-607 (1992)
[36] Stein, E. M.; Weiss, G., Introduction to Fourier Analysis on Euclidean Spaces (1971), Princeton Univ. Press: Princeton Univ. Press Princeton · Zbl 0232.42007
[37] Streater, R. F.; Wightman, A. S., PCT, Spin and Statistics, and All That (1964), Benjamin: Benjamin New York · Zbl 0135.44305
[38] Vu Giang, D.; Móricz, F., Hardy spaces on the plane and double Fourier transforms, J. Fourier Anal. Appl., 2, 487-505 (1996) · Zbl 1055.42503
[39] Watson, A. B., The Cortex Transform: Rapid computation of simulated neural images, Comput. Vision Graph. Image Process., 39, 311-327 (1987)
[41] Wisnoe, W.; Gajan, P.; Strzelecki, A.; Lempereur, C.; Mathé, J.-M., The use of the two-dimensional wavelet transform in flow visualization processing, (Meyer, Y.; Roques, S., Progress in Wavelet Analysis and Applications (1993)), 455-458 · Zbl 0900.42015
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