Statistical Shape Analysis
Statistical Shape Analysis for the Human Back
... Statistical Shape Analysis for the Human Back 1 Introduction disadvantages as discussed above in Section ...the shape of the back avoiding the problems caused by ...three-dimensional ...
156
Statistical shape analysis of Multi-Object complexes
... of statistical shape analysis is the discrimination between populations of objects, exploring group differences in morphology not explained by standard volumetric ...quire analysis of objects ...
8
Statistical shape analysis for bio structures : local shape modelling, techniques and applications
... 2. Shape, Shape Analysis and Statistical Shape Analysis 55 and ...Procrustes analysis is a form of statistical shape analysis used to anal- yse the ...
216
Bootstrap and empirical likelihood methods in statistical shape analysis
... in statistical shape ...in statistical shape analysis, but just for constructing confidence ...in statistical shape ...in shape analysis have some ...
171
Deformetrica 4: an open-source software for statistical shape analysis
... Keywords: statistical shape analysis · computational anatomy · large deformation diffeomorphic metric mapping · open-source software. 1 Introduction D’Arcy Thomson first proposed the idea to compare ...
12
Posture-Invariant Statistical Shape Analysis Using Laplace Operator
... localized statistical shape analysis, it cannot directly be used to overcome the problems caused by posture ...the shape only for a set of models given in varying ...
8
Statistical Shape Analysis of Large Datasets Based on Diffeomorphic Iterative Centroids
... template-based statistical analysis of large datasets in the LDDMM setting, and apply it to a population of 1,000 hippocampal ...mean shape each time new subjects are added to the population, the ...
19
Regionally selective atrophy of subcortical structures in prodromal HD as revealed by statistical shape analysis
... used statistical shape analysis to define subregional atrophy in subcortical gray matter in ...measures, statistical shape analysis detects greater differences in the striatum ...
18
Radiologic image based statistical shape analysis of brain tumors
... elastic shape method. Upon performing sPCA in the shape space S , each tumor shape is represented in the principal directions of variation basis via its principal coefficients, which can be used as ...
36
Statistical shape analysis of neuroanatomical structures based on spherical wavelet transformation
... We first study the patterns of cortical shape variation at different spatial-frequency levels by applying principal component analysis in the wavelet domain. Secondly,[r] ...
108
Simple components, correlated components and an application of statistical shape analysis to consumer and other multivariate data
... Chapter 1 Introduction Multivariate data consists of more than one observation collected on each object or individual. There are often many variables which are usually correlated with each other and have an error ...
127
Statistical Modelling of Craniofacial Shape
... key shape modelling developments that pre-date modern ...in shape analysis was performed on 2D ...one shape had to be deformed to match another in terms of their corresponding ...rived ...
200
Multi-object analysis of volume, pose, and shape using statistical discrimination
... of statistical shape analysis is the discrimination between two populations of ...traditional shape analysis was mostly concerned with single objects, analysis of multi-object ...
10
Estimation and simulation in directional and statistical shape models
... The complex version of the Bingham distribution is defined on the unit complex sphere in C k−1 and it is relevant for the statistical shape analysis of landmark data in two dimensions i.e. it is a ...
187
Statistical shape methodology for the analysis of helices
... 6 The Change Point Model We have already used the term regular helix model to describe the sta- tistical helix in Eq. 2.2 in which all the data are modelled by a single helix. In this section we introduce and investigate ...
25
NUCLEI SHAPE ANALYSIS, A STATISTICAL APPROACH
... the shape differences between the two types of ...differential analysis gave the criterion for classification based on the behaviour of 95% intervals for the ...
10
Statistical methods for the analysis of tooth shape
... A limitation however, is the amount of information they can provide, particularly when compared to methods which allow the exact locations of different features or `l[r] ...
299
Shape analysis and statistical modelling in brain imaging
... for analysis we develop is compared to the existing technique of voxel-based ...a statistical model for analysing the changes in response to a repeated stimuli, with errors correlated in time as well as ...
233
Statistical 3D Shape Analysis by Local Generative Descriptors
... We also compared our approach by exploiting other local shape descriptors, namely, Spin Images [11] and the Exponential Map Descriptor (EMD) [15]. Specifically, we inserted these descriptors into the proposed ...
6
Quantitative shape analysis with weighted covariance estimates for increased statistical efficiency
... a statistical treatment of measurement error in the current ...extends statistical linear modelling processes to semi-landmarks for further ...Procrustes/PCA analysis via a combination of Monte-Carlo ...
24