Standard Statistical Feature Analysis of Image Features for Facial Images Using Principal Component Analysis and Its Comparative Study with Independent Component Analysis

Comparative Study ◽

Principal Component ◽

Component Analysis ◽

Image Features ◽

Independent Component ◽

Feature Analysis ◽

Statistical Feature ◽

Facial Images

A comparative study of principal component analysis and independent component analysis in eddy current pulsed thermography data processing

Review of Scientific Instruments ◽

10.1063/1.4823521 ◽

2013 ◽

Vol 84 (10) ◽

pp. 104901 ◽

Cited By ~ 15

Author(s):

Libing Bai ◽

Bin Gao ◽

Shulin Tian ◽

Yuhua Cheng ◽

Yifan Chen ◽

...

Keyword(s):

Comparative Study ◽

Data Processing ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Pulsed Thermography

A comparative study of independent component analysis with principal component analysis in geological objects identification. Part II: A case study of Pinghe District, Fujian, China

Journal of Geochemical Exploration ◽

10.1016/j.gexplo.2014.11.014 ◽

2015 ◽

Vol 149 ◽

pp. 136-146 ◽

Cited By ~ 8

Author(s):

Jie Yang ◽

Qiuming Cheng

Keyword(s):

Comparative Study ◽

Principal Component ◽

Component Analysis ◽

Comparative Study of Principal Component Analysis and Independent Component Analysis

International Journal of Computer Applications ◽

10.5120/16087-5399 ◽

2014 ◽

Vol 92 (15) ◽

pp. 45-49 ◽

Cited By ~ 2

Author(s):

Sushma NiketBorade ◽

Ratnadeep R. Deshmukh

Keyword(s):

Comparative Study ◽

Principal Component ◽

Component Analysis ◽

A comparative study of independent component analysis with principal component analysis in geological objects identification, Part I: Simulations

Journal of Geochemical Exploration ◽

10.1016/j.gexplo.2014.11.013 ◽

2015 ◽

Vol 149 ◽

pp. 127-135 ◽

Cited By ~ 7

Author(s):

Jie Yang ◽

Qiuming Cheng

Keyword(s):

Comparative Study ◽

Principal Component ◽

Component Analysis ◽

Using feature-vector based analysis, based on principal component analysis and independent component analysis, for analysing hyperspectral images

Proceedings 11th International Conference on Image Analysis and Processing ◽

10.1109/iciap.2001.957027 ◽

2002 ◽

Cited By ~ 2

Author(s):

H.H. Muhammed ◽

P. Ammenberg ◽

E. Bengtsson

Keyword(s):

Feature Vector ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Hyperspectral Images

Cloud enhancement of NOAA multispectral images by using independent component analysis and principal component analysis for sustainable systems

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2019.01.005 ◽

2019 ◽

Vol 74 ◽

pp. 35-46 ◽

Cited By ~ 1

Author(s):

T. Venkatakrishnamoorthy ◽

G. Umamaheswara Reddy

Keyword(s):

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Multispectral Images ◽

Sustainable Systems

Dimensional contraction by principal component analysis as preprocessing for independent component analysis at MCG

Biomedical Engineering Letters ◽

10.1007/s13534-017-0024-5 ◽

2017 ◽

Vol 7 (3) ◽

pp. 221-227 ◽

Cited By ~ 3

Author(s):

M. Iwai ◽

K. Kobayashi

Keyword(s):

Principal Component ◽

Component Analysis ◽

Gaussian and non-Gaussian Double Subspace Statistical Process Monitoring Based on Principal Component Analysis and Independent Component Analysis

Industrial & Engineering Chemistry Research ◽

10.1021/ie5025358 ◽

2015 ◽

Vol 54 (3) ◽

pp. 1015-1027 ◽

Cited By ~ 26

Author(s):

Jian Huang ◽

Xuefeng Yan

Keyword(s):

Process Monitoring ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Statistical Process ◽

Non Gaussian ◽

Statistical Process Monitoring

Modeling multivariable hydrological series: Principal component analysis or independent component analysis?

Water Resources Research ◽

10.1029/2006wr005617 ◽

2007 ◽

Vol 43 (6) ◽

Cited By ~ 44

Author(s):

Seth Westra ◽

Casey Brown ◽

Upmanu Lall ◽

Ashish Sharma

Keyword(s):

Principal Component ◽

Component Analysis ◽

Comparing patterns of component loadings: Principal Component Analysis (PCA) versus Independent Component Analysis (ICA) in analyzing multivariate non-normal data

Behavior Research Methods ◽

10.3758/s13428-012-0193-1 ◽

2012 ◽

Vol 44 (4) ◽

pp. 1239-1243 ◽

Cited By ~ 13

Author(s):

Donghoh Kim ◽

Se-Kang Kim

Keyword(s):

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Component Loadings