13.4.1.4 Invariants -- Linear Discriminant Analysis, Fisher Linear Discriminant

Chapter Contents (Back)
LDA. Linear Discriminant Analysis. Object Recognition. LDA See also Discriminant Analysis. See also Number of Features, Dimensionality, Dimensionality Reduction.

Yang, J.[Jian], Yang, J.Y.[Jing-Yu],
Why can LDA be performed in PCA transformed space?,
PR(36), No. 2, February 2003, pp. 563-566.
WWW Version. 0211 BibRef

Chen, W.L.[Wei-Long], Er, M.J.[Meng Joo], Wu, S.Q.[Shi-Qian],
PCA and LDA in DCT domain,
PRL(26), No. 15, November 2005, pp. 2474-2482.
WWW Version. 0510 BibRef

Chen, W.L.[Wei-Long], Er, M.J.[Meng Joo], Wu, S.Q.[Shi-Qian],
Illumination Compensation and Normalization for Robust Face Recognition Using Discrete Cosine Transform in Logarithm Domain,
SMC-B(36), No. 2, April 2006, pp. 458-466.
IEEE DOI may work or IEEE-CS DOI may work. 0604 BibRef
Earlier:
Illumination compensation and normalization using logarithm and discrete cosine transform,
ICARCV04(I: 380-385).
IEEE DOI may work or IEEE-CS DOI may work. 0412 BibRef

Ye, J.P.[Jie-Ping], Li, Q.[Qi],
LDA/QR: an efficient and effective dimension reduction algorithm and its theoretical foundation,
PR(37), No. 4, April 2004, pp. 851-854.
WWW Version. 0403 BibRef

Ordowski, M.[Mark], Meyer, G.G.L.[Gerard G. L.],
Geometric linear discriminant analysis for pattern recognition,
PR(37), No. 3, March 2004, pp. 421-428.
WWW Version. 0401 BibRef

Chen, S.C.[Song-Can], Li, D.H.[Dao-Hong],
Modified linear discriminant analysis,
PR(38), No. 3, March 2005, pp. 441-443.
WWW Version. 0412 BibRef

Ye, J.P.[Jie-Ping], Li, Q.[Qi],
A two-stage linear discriminant analysis via QR-decomposition,
PAMI(27), No. 6, June 2005, pp. 929-941.
IEEE Abstract. IEEE Top Reference. 0506PCA+LDA BibRef

Tang, E.K., Suganthan, P.N., Yao, X., Qin, A.K.,
Linear dimensionality reduction using relevance weighted LDA,
PR(38), No. 4, April 2005, pp. 485-493.
WWW Version. 0501 BibRef

Qin, A.K., Suganthan, P.N., Loog, M.[Marco],
Uncorrelated heteroscedastic LDA based on the weighted pairwise Chernoff criterion,
PR(38), No. 4, April 2005, pp. 613-616.
WWW Version. 0501 BibRef

Qin, A.K., Suganthan, P.N., Loog, M.,
Generalized null space uncorrelated Fisher discriminant analysis for linear dimensionality reduction,
PR(39), No. 9, September 2006, pp. 1805-1808.
WWW Version. 0606Null space of the within-class scatter matrix; Uncorrelated Fisher discriminant analysis; Weighted pairwise Fisher criterion BibRef

Li, M.[Ming], Yuan, B.Z.[Bao-Zong],
2D-LDA: A statistical linear discriminant analysis for image matrix,
PRL(26), No. 5, April 2005, pp. 527-532.
WWW Version. 0501 BibRef

Liang, Y.[Yixiong], Gong, W.G.[Wei-Guo], Pan, Y.J.[Ying-Jun], Li, W.H.[Wei-Hong],
Generalizing relevance weighted LDA,
PR(38), No. 11, November 2005, pp. 2217-2219.
WWW Version. 0509 BibRef

Tang, H.[Hong], Fang, T.[Tao], Shi, P.F.[Peng-Fei],
Laplacian linear discriminant analysis,
PR(39), No. 1, January 2006, pp. 136-139.
WWW Version. 0512 See also comment on 'Laplacian linear discriminant analysis', A. BibRef

Tang, H.[Hong], Fang, T.[Tao], Shi, P.F.[Peng-Fei],
Nonlinear discriminant mapping using the Laplacian of a graph,
PR(39), No. 1, January 2006, pp. 156-159.
WWW Version. 0512 BibRef

Xie, J.G.[Ji-Gang], Qiu, Z.D.[Zheng-Ding],
The effect of imbalanced data sets on LDA: A theoretical and empirical analysis,
PR(40), No. 2, February 2007, pp. 557-562.
WWW Version. 0611Imbalanced data sets; Linear discriminant analysis (LDA); Random sampling; Tomek links; Smote BibRef

Xie, J.G.[Ji-Gang], Qiu, Z.D.[Zheng-Ding], Wu, J.[Jie],
Bootstrap Methods for Reject Rules of Fisher LDA,
ICPR06(III: 425-428).
WWW Version. 0609 BibRef

Nenadic, Z.[Zoran],
Information Discriminant Analysis: Feature Extraction with an Information-Theoretic Objective,
PAMI(29), No. 8, August 2007, pp. 1394-1407.
IEEE DOI may work or IEEE-CS DOI may work. 0707Linear transformation into low dimensional space. BibRef

Das, K.[Koel], Nenadic, Z.[Zoran],
Approximate information discriminant analysis: A computationally simple heteroscedastic feature extraction technique,
PR(41), No. 5, May 2008, pp. 1565-1574.
WWW Version. 0711Feature extraction; Information theory; Mutual information; Entropy; Classification; Linear discriminant analysis; Bayes error BibRef

Tang, F.[Feng], Tao, H.[Hai],
Fast linear discriminant analysis using binary bases,
PRL(28), No. 16, December 2007, pp. 2209-2218.
WWW Version. 0711 BibRef
Earlier: ICPR06(II: 52-55).
WWW Version. 0609 BibRef
Earlier:
Binary Principal Component Analysis,
BMVC06(I:377).
PDF Version. 0609 See also Fast Multi-scale Template Matching Using Binary Features. Linear discriminant analysis; Image representations; Non-orthogonal binary subspace BibRef

Hu, Z.[Zilan],
A comment on 'Laplacian linear discriminant analysis',
PR(41), No. 7, July 2008, pp. 2173.
WWW Version. 0804 See also Laplacian linear discriminant analysis. BibRef


Philbin, J., Sivic, J., Zisserman, A.,
Geometric LDA: A Generative Model for Particular Object Discovery,
BMVC08(xx-yy).
PDF Version. 0809 BibRef

Ji, S.W.[Shui-Wang], Ye, J.P.[Jie-Ping],
A unified framework for generalized Linear Discriminant Analysis,
CVPR08(1-7).
IEEE DOI may work or IEEE-CS DOI may work. 0806 BibRef

Prince, S.J.D.[Simon J.D.], Elder, J.H.[James H.],
Probabilistic Linear Discriminant Analysis for Inferences About Identity,
ICCV07(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0710 BibRef

Kong, H.[Hui], Teoh, E.K.[Eam Khwang], Xu, P.F.[Peng-Fei],
Margin Maximizing Discriminant Analysis for Multi-shot Based Object Recognition,
ISVC06(I: 628-637).
WWW Version. 0611 BibRef

Inoue, K.[Kohei], Urahama, K.[Kiichi],
Non-Iterative Two-Dimensional Linear Discriminant Analysis,
ICPR06(II: 540-543).
WWW Version. 0609 BibRef

Juszczak, P.[Piotr], Tax, D.M.J.[David M.J.], Verzakov, S.[Serguei], Duin, R.P.W.[Robert P.W.],
Domain Based LDA and QDA,
ICPR06(II: 788-791).
WWW Version. 0609 BibRef

Zhu, M.L.[Man-Li], Martinez, A.M.[Aleix M.],
Selecting Principal Components in a Two-Stage LDA Algorithm,
CVPR06(I: 132-137).
IEEE DOI may work or IEEE-CS DOI may work. 0606 BibRef

Tanigawa, M.[Masashi],
Multi-class object recognition using boosted linear discriminant analysis combined with masking covariance matrix method,
CVS06(33).
IEEE DOI may work or IEEE-CS DOI may work. 0602Integrate classifiers on multiple spaces. Face/Non-face classification. BibRef

Keysers, D., Ney, H.,
Linear discriminant analysis and discriminative log-linear modeling,
ICPR04(I: 156-159).
IEEE DOI may work or IEEE-CS DOI may work. 0409 BibRef

Ünsalan, C.[Cem], Erçil, A.,
Shapes of Features and a Modified Measure for Linear Discriminant Analysis,
ICPR00(Vol II: 410-413).
IEEE DOI may work or IEEE-CS DOI may work.
HTML Version. 0009 BibRef

Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
Surveys, Comparisons, Evaluations, Principal Components .


Last update:Oct 10, 2008 at 17:20:17