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Statistical shape analysis

Known as: Shape analysis, Shape statistics, Statistical Shape Model 
Statistical shape analysis is an analysis of the geometrical properties of some given set of shapes by statistical methods. For instance, it could be… 
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Related topics

Related topics

16 relations
Active shape modelAlignments of random pointsAnthropometryComputational anatomy

Broader (1)

Computer vision

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2010
Highly Cited
2010
A novel riemannian framework for shape analysis of 3D objects
In this paper we introduce a novel Riemannian framework for shape analysis of parameterized surfaces. We derive a distance… 
Highly Cited
2008
Highly Cited
2008
Statistical models of shape - optimisation and evaluation
The goal of image interpretation is to convert raw image data into me- ingful information. Images are often interpreted manually… 
Highly Cited
2007
Highly Cited
2007
A Statistical Deformable Model for the Segmentation of Liver CT Volumes
We present a fully automated method based on an evolu- tionary algorithm, a statistical shape model (SSM), and a deformable mesh… 
Highly Cited
2006
Highly Cited
2006
Ear Recognition Based on Statistical Shape Model
Alfred system suggests that ear shape can be used as a unique and comparable feature for identity recognition. In this paper, we… 
Highly Cited
2005
Highly Cited
2005
Approximations of Shape Metrics and Application to Shape Warping and Empirical Shape Statistics
Abstract This paper proposes a framework for dealing with several problems related to the analysis of shapes. Two related such… 
Highly Cited
2002
Highly Cited
2002
A Brief Introduction to Statistical Shape Analysis
This note aims at giving a brief introduction to the field of statistical shape analysis looked at from an image analysis point… 
Highly Cited
2002
Highly Cited
2002
Medical Image Computing and Computer-Assisted Intervention — MICCAI 2002
An endoscopic solo surgery simulator was designed to quantitatively evaluate human-machine interface in robotic camera… 
Highly Cited
2002
Highly Cited
2002
A Statistical Shape Model for the Liver
The use of statistical shape models is a promising approach for robust segmentation of medical images. One of the major… 
Highly Cited
1996
Highly Cited
1996
Recognition of planar object classes
  • M. BurlP. Perona
  • Proceedings CVPR IEEE Computer Society Conference…
  • 1996
  • Corpus ID: 9204636
We present a new framework for recognizing planar object classes, which is based on local feature detectors and a probabilistic… 
Highly Cited
1995
Highly Cited
1995
Face Localization via Shape Statistics
In this paper, a face localization system is proposed in which local detectors are coupled with a statistical model of the… 
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