Statistical shape analysis is an analysis of the geometrical properties of some given set of shapes by statistical methods. For instance, it could beâ€¦Â (More)

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Highly Cited

2009

Highly Cited

2009

- Martin Reuter, Franz-Erich Wolter, Martha Elizabeth Shenton, Marc Niethammer
- Computer-Aided Design
- 2009

This paper proposes the use of the surface based Laplace-Beltrami and the volumetric Laplace eigenvalues and -functions as shapeâ€¦Â (More)

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Highly Cited

2005

Highly Cited

2005

Mercer kernels are used for a wide range of image and signal processing tasks like de-noising, clustering, discriminant analysisâ€¦Â (More)

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Highly Cited

2005

Highly Cited

2005

- Anuj Srivastava, Shantanu H. Joshi, Washington Mio, Xiuwen Liu
- IEEE Transactions on Pattern Analysis and Machineâ€¦
- 2005

Using a differential-geometric treatment of planar shapes, we present tools for: 1) hierarchical clustering of imaged objectsâ€¦Â (More)

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Highly Cited

2004

Highly Cited

2004

- P. Thomas Fletcher, Conglin Lu, Stephen M. Pizer, Sarang C. Joshi
- IEEE Transactions on Medical Imaging
- 2004

A primary goal of statistical shape analysis is to describe the variability of a population of geometric objects. A standardâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- Liang Wang, Tieniu Tan, Weiming Hu, Huazhong Ning
- IEEE Trans. Image Processing
- 2003

Gait recognition has recently gained significant attention from computer vision researchers. This interest is strongly motivatedâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- Martin Styner, Guido Gerig, Jeffrey A. Lieberman, D. Jones, D. Weinberger
- Medical Image Analysis
- 2003

Knowledge about the biological variability of anatomical objects is essential for statistical shape analysis and discriminationâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- Martin Styner, Jeffrey A. Lieberman, Guido Gerig
- MICCAI
- 2003

Statistical shape analysis has become of increasing interest to the neuroimaging community due to its potential to preciselyâ€¦Â (More)

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Highly Cited

2002

Highly Cited

2002

This note aims at giving a brief introduction to the field of statistical shape analysis looked at from an image analysis pointâ€¦Â (More)

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Highly Cited

2002

Highly Cited

2002

- Sarang C. Joshi, Stephen M. Pizer, P. Thomas Fletcher, Paul A. Yushkevich, Andrew Thall, J. S. Marron
- IEEE Transactions on Medical Imaging
- 2002

This paper presents a multiscale framework based on a medial representation for the segmentation and shape characterization ofâ€¦Â (More)

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Highly Cited

1999

Highly Cited

1999

- Polina Golland, W. Eric L. Grimson, Ron Kikinis
- IPMI
- 1999

The goal of this work is to develop an approach to shape representation and classification that will allow us to detect andâ€¦Â (More)

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