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.[Weilong], 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.[Weilong], 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.
WWW Version. 0604 BibRef
Earlier:
Illumination compensation and normalization using logarithm and discrete cosine transform,
ICARCV04(I: 380-385).
WWW Version. 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.
WWW Version. 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


Prince, S.J.D.[Simon J.D.], Elder, J.H.[James H.],
Probabilistic Linear Discriminant Analysis for Inferences About Identity,
ICCV07(1-8).
WWW Version. 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).
WWW Version. 0606 BibRef

Tanigawa, M.[Masashi],
Multi-class object recognition using boosted linear discriminant analysis combined with masking covariance matrix method,
CVS06(33).
WWW Version. 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).
WWW Version. 0409 BibRef

Ünsalan, C.[Cem], Erçil, A.,
Shapes of Features and a Modified Measure for Linear Discriminant Analysis,
ICPR00(Vol II: 410-413).
WWW Version.
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:May 8, 2008 at 19:01:47