# Introduction to Procrustes Analysis

Sentence Examples

## Discover more insights into Procrustes Analysis

### Keywords frequently search together with Procrustes Analysis

##### Narrow sentence examples with built-in keyword filters

## Procrustes Analysis sentence examples within Generalized Procrustes Analysis

##
We project all the models to a shared vector space using an efficient implementation of the Generalized Procrustes Analysis (GPA) procedure, previously used in multilingual word translation.

Full Text

##
The coordinates configurations (x,y) were registered and aligned through Generalized Procrustes Analysis.

Full Text

## Procrustes Analysis sentence examples within General Procrustes Analysis

##
A set of statistical tools including Multidimensional Scaling, Correspondence Analysis, Individual Difference Scaling, and General Procrustes Analysis was applied to discriminate among sample groups with the purpose to reveal meaningful compositional patterns and infer sediment transport pathways on a geological scale.

Full Text

##
After using general procrustes analysis (GPA) to align the sets of 63 skulls with coronary craniosynostosis represented by 209 landmarks, discrete cosine transform (DCT) is utilized to approximate five kinds of bones of facial cranium curves, including 43 affected patients and 20 normal persons.

Full Text

## Procrustes Analysis sentence examples within Generalised Procrustes Analysis

##
To separate size and shape information, 11 landmarks per wing were submitted to the Generalised Procrustes Analysis (GPA).

Full Text

##
Generalised Procrustes analysis showed the morphological characteristics of the superior proximal femur according to native anteversion amount.

Full Text

## Learn more from Procrustes Analysis

## Procrustes Analysis sentence examples within procrustes analysis showed

##
Finally, procrustes analysis showed the explanatory variables of the MGEs, the metabolites, and the microbial communities for the ARGs accounted for 94.

Full Text

##
Generalised Procrustes analysis showed the morphological characteristics of the superior proximal femur according to native anteversion amount.

Full Text

## Procrustes Analysis sentence examples within procrustes analysis revealed

##
The mantel test and procrustes analysis revealed that the gut microbial communities could be a key determinant for antibiotic and metal resistance.

Full Text

##
General Procrustes analysis revealed significantly smaller molars and dimensions of the alveolar bone in the mandible of the miR-21 knockout mice when compared with wild-type controls (P=0.

Full Text

## Procrustes Analysis sentence examples within procrustes analysis indicated

##
The results of the Mantel test and Procrustes analysis indicated that ARG profiles in soil were significantly correlated with the structure of the bacterial phylogeny.

Full Text

##
Morphometry and Procrustes analysis indicated that changes in the femur shape after ossification were limited, which were mainly detected at the time of initial ossification and shortly after that.

Full Text

##
This orthogonal trace-sum maximization (OTSM) problem generalizes many interesting problems such as generalized canonical correlation analysis (CCA), Procrustes analysis, and cryo-electron microscopy of the Nobel prize fame.

Full Text

##
A set of statistical tools including Multidimensional Scaling, Correspondence Analysis, Individual Difference Scaling, and General Procrustes Analysis was applied to discriminate among sample groups with the purpose to reveal meaningful compositional patterns and infer sediment transport pathways on a geological scale.

Full Text

##
We project all the models to a shared vector space using an efficient implementation of the Generalized Procrustes Analysis (GPA) procedure, previously used in multilingual word translation.

Full Text

##
To align two pose sequences, similar to [3], we apply Procrustes analysis to get a spatial transition matrix Q, which conducts an affine transformation, including translating, rotating and.

Full Text

##
After using general procrustes analysis (GPA) to align the sets of 63 skulls with coronary craniosynostosis represented by 209 landmarks, discrete cosine transform (DCT) is utilized to approximate five kinds of bones of facial cranium curves, including 43 affected patients and 20 normal persons.

Full Text

##
The mantel test and procrustes analysis revealed that the gut microbial communities could be a key determinant for antibiotic and metal resistance.

Full Text

##
The system uses a deep learning model for face mask detection and Procrustes analysis to measure the face identity similarity.

Full Text

##
This is followed by localized Procrustes analysis to offset the affine transformation on temporary location values.

Full Text

##
The coordinates configurations (x,y) were registered and aligned through Generalized Procrustes Analysis.

Full Text

##
This study explores various IVS methods, including Gamma test (GT), Procrustes analysis (PA) and Edgeworth approximation-based conditional mutual information (EA) and evaluates their ability to improve Rs\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${R}_{s}$$\end{document} prediction accuracy by coupling them with popular non-linear data-driven models, multilayer perceptron (MLP), support vector machine, extreme learning machine and multi-gene genetic programming (MGGP).

Full Text

##
Keywords: Geometric morphometry; Landmark; Morphological properties; Procrustes analysis.

Full Text

##
A set of statistical tools including Multidimensional Scaling, Correspondence Analysis, Individual Difference Scaling, and General Procrustes Analysis was applied to discriminate among sample groups with the purpose to reveal meaningful compositional patterns and infer sediment transport pathways on a geological scale.

Full Text

##
Then, using the pooled data, we calculated non-metric multidimensional scaling ordinations (NMDS) from all types of dissimilarity matrices and made pairwise comparisons using Procrustes analysis.

Full Text

##
A generalized Procrustes analysis (GPA) was performed for shape analyses, filtering the effects of position, rotation, translation, and size.

Full Text

##
Procrustes analysis and principal component analysis (PCA) were performed.

Full Text

##
Applied on four different image datasets, which include scarab beetle genitalia (Pleophylla, Schizonycha) as well as wing patterns of bees (Osmia) and cattleheart butterflies (Parides), our augmentation approach outperformed a deep learning baseline approach by means of resulting identification accuracy with non-augmented data as well as a traditional 2D morphometric approach (Procrustes analysis of scarab beetle genitalia).

Full Text

##
Our results indicated that all sensory attributes of the attribute map were affected (generalized procrustes analysis (GPA) explained 100% of the total variability among treatments).

Full Text

##
We analyzed the difference in the shapes of T-waves between LQTS3 cases and normal subjects using generalized Procrustes analysis (GPA).

Full Text

##
From the study, the RPM method was able to highlight an area of innovation where two of the 3-blend prototypes were loaded together with the commercial plant-based milk alternative in the 2D consensus map generated from Generalized Procrustes Analysis (GPA).

Full Text

##
Congruent Procrustes analysis aims to find the best matching between two point sets through rotation, reflection and translation.

Full Text

##
Finally, procrustes analysis showed the explanatory variables of the MGEs, the metabolites, and the microbial communities for the ARGs accounted for 94.

Full Text

##
The proposed solution uses a nonlinear complimentary ﬁlter for self-pose estimation using only an IMU, a particle ﬁlter for relative pose estimation between UAS using a relative range measurement, visual target tracking using a gimballed camera when the target is close to the handoff UAS, and track correlation logic using Procrustes analysis to perform the ﬁnal target handoff between vehicles.

Full Text

##
Background This study is aimed to (1) investigate the influence of sagittal and vertical patterns on mandibular cross-sectional morphology and to (2) provide visualized mandibular cross-sectional morphology in different groups with General Procrustes Analysis (GPA), canonical variance analysis (CVA) and discriminant function analysis (DFA).

Full Text

##
A novel haplotype-based approach that uses Procrustes analysis and automatic classification was used to provide further insights into tomato history and domestication.

Full Text

##
Structural equation model analysis showed that the soybean growth period affected the composition of ARGs by affecting the microbial community, which was further supported by Procrustes analysis (P < 0.

Full Text

##
, the biophysical composition index calculated using the Gram–Schmidt orthogonalization method, biophysical composition index calculated using a principal component-based Procrustes analysis, Normalized Built-up Area Index (NBAI), combinational build-up index, and perpendicular impervious surface index (PISI)) and three impervious surface binary methods (i.

Full Text

##
Using multidimensional ordination and generalized Procrustes analysis, the dynamics of the distribution of ecosystem objects (individual species and areas) in the coordinates of two latent axes of maximum variation is shown.

Full Text

##
For the second objective, we used Procrustes analysis to assess the shape variation of these two anatomical regions, the bivariate plots of Principal Components to evaluate their shape space, and a two‐block Partial Least Square (PLS) to explore their covariation.

Full Text

##
The geometric morphometric data were based on the fourteen landmarks of each internal valve, performed by TPSDig, and the morphometric and statistical analyses, carried out with MorphoJ, were Procrustes analysis, Procrustes Anova, principal components analysis, discriminant function analysis, and regression analysis.

Full Text

##
8 mm Procrustes analysis Mean Per Joint Position Error (P-MPJPE) in the Line of Sight (LoS) and Non-Line of Sight (NLoS) scenarios, respectively, achieving higher performance than the state-of-the-art method.

Full Text

##
Procrustes analysis detected significant congruence between composition datasets.

Full Text

##
We used linear models, redundancy analysis, Procrustes analysis and Holm-corrected multiple t-tests to quantify the effects of the plot-level tree neighborhood on the diversity and composition of foliar fungal endophytes in Fagus sylvatica, Quercus petraea and Picea abies.

Full Text

##
To separate size and shape information, 11 landmarks per wing were submitted to the Generalised Procrustes Analysis (GPA).

Full Text

##
Two types of asymmetry – fluctuating and directional were evaluated in Procrustes analysis of variance.

Full Text

##
rotation, projection and scaling) of each set based on a two-sided Wassertein Procrustes analysis (TWP).

Full Text

##
The variables were analysed based on Generalized Procrustes analysis.

Full Text

##
The congruence between the different taxonomic levels was evaluated using a Procrustes analysis.

Full Text

##
Landmark coordinate data obtained and Procrustes analysis was used to compare mean shapes.

Full Text

##
Procrustes analysis and principal component analysis (PCA) were performed.

Full Text

##
Generalised Procrustes analysis showed the morphological characteristics of the superior proximal femur according to native anteversion amount.

Full Text

##
The application of asymmetry analysis and Procrustes analysis in the evaluation of different crop rotations are given in details.

Full Text

##
Procrustes analysis showed a significant relationship between the microbiome and metabolome datasets.

Full Text

##
We show that our approach can benefit from, but does not require, post-processing steps such as Procrustes analysis, in contrast to some of our baselines which require it for reasonable performance.

Full Text

##
Generalized Procrustes analysis could effectively exclude the influence of leaf position and size on leaf shape.

Full Text

##
We assessed the distribution and abundance of epiphytic moss and tree species separately by performing an ordination analysis for each plot and tested if the spatial pattern of mosses was correlated with that of trees by performing a Procrustes analysis.

Full Text

##
Procrustes analysis showed a significant relationship between the microbiome and metabolome datasets.

Full Text

##
A general Procrustes analysis identified two main descriptive dimensions of elephant behavioral expression explaining 27% and 19% of the variability in the children group, 19% and 23.

Full Text

##
In this study, the Generalized Procrustes Analysis was proposed as a basis for obtaining a factorial plane where all individuals are projected.

Full Text

##
Procrustes analysis was used to quantify the resemblance between pairs of PCA ordinations based on soil properties (d) and various biotic communities (a, b, c).

Full Text

##
The other three examples of suture curves abstracted from 3D human skulls on which semilandmarks and landmarks are aligned with General Procrustes Analysis (GPA) to eliminate the effect brought by location, size, and orientation.

Full Text

##
In this paper, we proposed a two-stage CP algorithm that combines multidimensional scaling (MDS) and Procrustes analysis for vehicles with GPS information.

Full Text

##
Having established the correspondence, we computed the mean shape using full generalized Procrustes analysis and constructed an SSM by means of principal component analysis.

Full Text

##
Here, geometric morphometric data from 19 homologous landmarks on the left wing of males from seven species of Calliphoridae (n = 55), and eight species of Sarcophagidae (n = 40) were obtained and processed using Generalized Procrustes Analysis.

Full Text

##
To analyze how different components of leaf morphology vary across lineages, we employed Procrustes Analysis of Variance (ANOVA), two-block partial least-square analysis (2B-PLS), and several other multivariate analysis approaches.

Full Text

##
Therefore, the purpose of this work is to compare the COSTATIS method and generalized Procrustes analysis (GPA) when working with multi-way data.

Full Text

##
We analyzed the difference in the shapes of the T-waves of V5 in the electrocardiograms (ECGs) of LQTS3 cases and normal subjects using generalized Procrustes analysis.

Full Text

##
The results of the Mantel test and Procrustes analysis indicated that ARG profiles in soil were significantly correlated with the structure of the bacterial phylogeny.

Full Text

##
ARG and microbiota compositions were correlated (Procrustes analysis, p=0.

Full Text

##
The first two dimensions of the Generalized Procrustes Analysis represent 83.

Full Text

##
We highlight three technical innovations: full batch learning via relational matrices, closed-form Orthogonal Procrustes Analysis for KGEs, and non-negative-sampling training.

Full Text