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Abstract: This paper describes an estimation and representation method for object structure in 3D image data. A windowed Fourier transform is used to estimate the parameters of 3D local structures (lines, planes and spheres) across a number of window sizes or scales. We present the estimation method and describe a decision process which aims to find the simplest object description. Results of the method on test data and blood vessels from magnetic resonance imaging are presented. (Update)
Context of citations to this paper: More
...representation of linear and branching structures like blood vessels in medical images. The model and estimation readily extends to 3D [23]. The algorithm has been tested on both synthetic (clean) images and real (noisy) images. We compared our results against a scale space...
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BibTeX entry: (Update)
A. Bhalerao and R. Wilson, \A fourier approach to 3d local feature estimation from volume data," in British Machine Vision Conference http://citeseer.ist.psu.edu/bhalerao01fourier.html More
@misc{ bhalerao-fourier,
author = "A. Bhalerao and R. Wilson",
title = "A fourier approach to 3d local feature estimation from volume data",
text = "A. Bhalerao and R. Wilson, \A fourier approach to 3d local feature estimation
from volume data, in British Machine Vision Conference",
url = "citeseer.ist.psu.edu/bhalerao01fourier.html" }
Citations (may not include all citations):88 Signal Analysis (context) - Papoulis - 1977
28 A Generalized Wavelet Transform for Fourier Analysis: the Mu.. (context) - Wilson, Calway et al. - 1992
16 Nonlinear Registration and Template Driven Segmentation - Warfield, Robatino et al. - 1999
13 A Multiresolution Frequency Domain Method For Estimating Aff.. - Kruger, Calway - 1996
11 Scale-Space: A framework for handling image structures at mu.. - Lindeberg - 1996
9 Curve and Corner Extraction using the Multiresolution Fourie.. (context) - Davies, Wilson - 1992
8 Structure for Segmentation of Bone from Computer Tomography .. (context) - Westin, Bhalerao et al. - 1997
7 Codimension-Two Geodesic Active Contours for MRA Segmentatio.. (context) - Lorigo, Faugeras et al. - 1999
5 Scale-Space Analysis for the Characterisation of Retinal Blo.. (context) - inez-Perez, Hughes et al. - 1999
3 Inferring Vascular Structure from 2D and 3D Imagery - Bhalerao, Thonnes et al. - 2001
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