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Abstract: A new frequency domain approach to the analysis of texture is described. The method works by identifying, for pairs of texture `patches' of a given size, the affine co-ordinate transformation which gives the best match between them. This allows the analysis to take account of the geometric warping which is typically found in images of natural textures. The scheme is implemented efficiently in the Fourier domain, and, by variation of scale using the Multiresolution Fourier Transform (MFT), it is ... (Update)
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.... which the six parameters of the affine motion model are estimated using a correlation technique implemented via the frequency domain [15, 16]. 2. An efficient multiresolution search procedure to determine the final motion field in which motion estimates obtained at larger...
.... efficiently, making it preferable to an exhaustive search approach [7] The principle of the method was originally described in [9] in the context of texture analysis (see also [10] and was reported in [11] and [12] in the context of affine representations and motion...
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6: A generalised wavelet transform for Fourier analysis: the multiresolution Fourie.. (context) - Wilson, Calway et al. - 1992
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BibTeX entry: (Update)
Tao-I.Hsu, A.D.Calway and R.Wilson, "Texture analysis using the multiresolution Fourier transform ", Proc. 8th Scan. Conf. on Image Analysis, pp 823-830, Tromsø, Norway, 1993. http://citeseer.ist.psu.edu/hsu93texture.html More
@inproceedings{ hsu93texture,
author = "Tao-I. Hsu and A. D. Calway and R. Wilson",
title = "Texture Analysis Using the Multiresolution Fourier Transform",
booktitle = "Proc 8th Scandinavian Conference on Image Analysis",
publisher = "IAPR",
isbn = "82-992872-0-0",
pages = "823--830",
year = "1993",
url = "citeseer.ist.psu.edu/hsu93texture.html" }
Citations (may not include all citations):359 Scale-Space Filtering (context) - Witkin - 1984 ACM DBLP
167 Statistical and structural approaches to texture (context) - Haralick - 1979
145 Multichannel texture analysis using localized spatial filter.. (context) - Bovik, Clark et al. - 1990 ACM DBLP
142 Markov random field texture models (context) - Cross, Jain - 1983 ACM
88 Signal Analysis (context) - Papoulis - 1977 ACM
61 A comparative study of texture measures for terrain classifi.. (context) - Weszka, Dyer et al. - 1976
40 The importance of phase in signals (context) - Oppenheim, Lim - 1981
28 A generalized wavelet transform for Fourier analysis: the mu.. (context) - Wilson, Calway et al. - 1992
5 Image Segmentation and Uncertainty (context) - Wilson, Spann - 1988
5 Shape from Surface Markings (context) - Garding - 1991
4 Synthesis of natural structured textures (context) - Volet, Kunt - 1986
3 Towards a model of texture (context) - Zucker - 1976
1 Texture analysis using 2-D quadrature filters (context) - Knutsson, Granlund - 1983
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