Plumbley, M.,
Conditions for nonnegative independent component analysis,
SPLetters(9), No. 6, June 2002, pp. 177-180.
IEEE Top Reference.
0208
BibRef
Hyvärinen, A.[Aapo],
Inki, M.[Mika],
Estimating Overcomplete Independent Component Bases for Image Windows,
JMIV(17), No. 2, September 2002, pp. 139-152.
WWW Version.
0211
BibRef
Le Borgne, H.[Hervé],
Guérin-Dugué, A.[Anne],
Antoniadis, A.[Anestis],
Representation of images for classification with independent features,
PRL(25), No. 2, January 2004, pp. 141-154.
WWW Version.
0401
ICA for classification.
BibRef
Balakrishnan, N.,
Hariharakrishnan, K.,
Schonfeld, D.,
A New Image Representation Algorithm Inspired by Image Submodality
Models, Redundancy Reduction, and Learning in Biological Vision,
PAMI(27), No. 9, September 2005, pp. 1367-1378.
IEEE DOI Link
0508
Successive projections into subspaces.
Edge subspace using ICA.
BibRef
Huang, X.M.[Xu-Ming],
Wang, B.[Bin],
Zhang, L.M.[Li-Ming],
A new scheme for extraction of affine invariant descriptor and affine
motion estimation based on independent component analysis,
PRL(26), No. 9, 1 July 2005, pp. 1244-1255.
WWW Version.
0506
BibRef
Luo, J.B.[Jie-Bo],
Boutell, M.R.[Matthew R.],
Natural scene classification using overcomplete ICA,
PR(38), No. 10, October 2005, pp. 1507-1519.
WWW Version.
0508
BibRef
Hesse, C.W.,
James, C.J.,
The FastICA Algorithm With Spatial Constraints,
SPLetters(12), No. 11, November 2005, pp. 792-795.
IEEE DOI Link
0510
BibRef
Gao, P.,
Woo, W.L.,
Dlay, S.S.,
Non-linear independent component analysis using series reversion and
Weierstrass network,
VISP(153), No. 2, April 2006, pp. 115-131.
WWW Version.
0604
BibRef
Ferreira, A.J.[Artur J.],
Figueiredo, M.A.T.[Mário A.T.],
On the use of independent component analysis for image compression,
SP:IC(21), No. 5, June 2006, pp. 378-389.
WWW Version.
0606
BibRef
Earlier:
Class-adapted image compression using independent component analysis,
ICIP03(I: 625-628).
IEEE Abstract. IEEE Top Reference.
0312
Lossy image coding; Matching pursuit; Orthogonalization;
BibRef
Squartini, S.,
Arcangeli, A.,
Piazza, F,
Stability Analysis of Natural Gradient Learning Rules in Complete ICA:
A Unifying Perspective,
SPLetters(14), No. 1, January 2007, pp. 54-57.
IEEE DOI Link
0701
BibRef
Chiu, S.H.[Shih-Hsuan],
Lu, C.P.[Chuan-Pin],
Wu, D.C.[Dien-Chi],
Wen, C.Y.[Che-Yen],
A histogram based data-reducing algorithm for the fixed-point
independent component analysis,
PRL(29), No. 3, 1 February 2008, pp. 370-376.
WWW Version.
0801
Independent component analysis; FastICA; Data reduction
BibRef
Foo, J.Y.A.,
Use of Independent Component Analysis to Reduce Motion Artifact in
Pulse Transit Time Measurement,
SPLetters(15), No. 1, January 2008, pp. 124-126.
IEEE DOI Link
0801
pulses.
BibRef
Raj, R.G.,
Bovik, A.C.,
MICA: A Multilinear ICA Decomposition for Natural Scene Modeling,
IP(17), No. 3, March 2008, pp. 259-271.
IEEE DOI Link
0802
BibRef
Zarzoso, V.,
Phlypo, R.,
Comon, P.,
A Contrast for Independent Component Analysis With Priors on the Source
Kurtosis Signs,
SPLetters(15), No. 1, 2008, pp. 501-504.
IEEE DOI Link
0806
BibRef
Liu, K.H.[Kun-Hong],
Li, B.[Bo],
Zhang, J.[Jun],
Du, J.X.[Ji-Xiang],
Ensemble component selection for improving ICA based microarray data
prediction models,
PR(42), No. 7, July 2009, pp. 1274-1283.
Elsevier DOI Link
WWW Version.
0903
Microarray data; Independent component analysis (ICA); Multiple
classifier system (MCS); Ensemble component selection; Multi-objective
genetic algorithm (MOGA); Global-recording technique
BibRef
Salazar, A.[Addisson],
Vergara, L.[Luis],
Serrano, A.[Arturo],
Igual, J.[Jorge],
A general procedure for learning mixtures of independent component
analyzers,
PR(43), No. 1, January 2010, pp. 69-85,.
Elsevier DOI Link
WWW Version.
0909
ICA mixture model; ICA; BSS; Non-parametric density estimation;
Semi-supervised learning
BibRef
Yamazaki, M.[Masaki],
Fels, S.[Sidney],
Local Image Descriptors Using Supervised Kernel ICA,
IEICE(E92-D), No. 9, September 2009, pp. 1745-1751.
WWW Version.
0910
BibRef
Earlier:
PSIVT09(94-105).
Springer DOI Link
0901
BibRef
Constantin, D.[Doru],
State, L.[Luminita],
A Version of the FastICA Algorithm Based on the Secant Method Combined
with Simple Iterations Method,
ICISP08(312-320).
Springer DOI Link
0807
BibRef
And:
An Improved Algorithm for Estimating the ICA Model Concerning the
Convergence Rate,
AMDO08(xx-yy).
Springer DOI Link
0807
BibRef
Kalra, M.,
Das, S.,
Datta, A.,
Generic Object Recognition Using a Combination of ICA and Shape Cues,
AVSBS06(14-14).
IEEE DOI Link
0611
BibRef
Liu, Y.D.[Ya-Dong],
Zang, G.[Guohua],
Liu, F.[Fayi],
Yan, L.R.[Li-Rong],
Li, M.[Ming],
Zhou, Z.T.[Zong-Tan],
Hu, D.[Dewen],
Spatial and Temporal Analysis for Optical Imaging Data Using CWT and
tICA,
CVBIA05(508-516).
Springer DOI Link
0601
BibRef
Teixeira, A.R.,
Tomé, A.M.,
Lang, E.W.,
Feature Extraction Using Low-Rank Approximations of the Kernel Matrix,
ICIAR08(xx-yy).
Springer DOI Link
0806
BibRef
Böhm, M.[Matthias],
Stadlthanner, K.[Kurt],
Tomé, A.M.[Ana M.],
Gruber, P.[Peter],
Teixeira, A.R.[Ana R.],
Theis, F.J.[Fabian J.],
Puntonet, C.G.[Carlos G.],
Lang, E.W.[Elmar W.],
AutoAssign: An Automatic Assignment Tool for Independent Components,
IbPRIA05(II:75).
Springer DOI Link
0509
BibRef
Rogez, G.[Grégory],
Orrite-Uruñuela, C.[Carlos],
Martínez-del-Rincón, J.[Jesús],
Human Figure Segmentation Using Independent Component Analysis,
IbPRIA05(I:300).
Springer DOI Link
0509
BibRef
Sengupta, K.[Kuntal],
Burman, P.[Prabir],
Sharma, R.[Rajeev],
A non-parametric approach for independent component analysis using
kernel density estimation,
CVPR04(II: 667-672).
IEEE Abstract. IEEE Top Reference.
0408
ICA variation to deal with outliers.
BibRef
Fang, C.[Chi],
Ding, X.Q.[Xiao-Qing],
Improvement of ICA based probability density estimation for pattern
recognition,
ICPR04(III: 466-469).
IEEE DOI Link
0409
BibRef
Lindgren, J.T.,
Hyvarinen, A.,
Learning high-level independent components of images through a spectral
representation,
ICPR04(II: 72-75).
IEEE DOI Link
0409
BibRef
Lukic, A.S.,
Wernick, M.N.,
Hansen, L.K.,
Strothe, S.C.,
An ICA algorithm for analyzing multiple data sets,
ICIP02(II: 821-824).
IEEE Abstract. IEEE Top Reference.
0210
BibRef
Zhou, X.,
Moghaddam, B.,
Huang, T.,
ICA-based Probabilistic Local Appearance Models,
ICIP01(I: 161-164).
IEEE Abstract. IEEE Top Reference.
0108
BibRef
Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
Invariants -- Linear Discriminant Analysis, Fisher Linear Discriminant .