next up previous
Next: About this document Up: No Title Previous: Summary.

References

1
Karhunen, K., 'Zur Spektraltheorie Stochastischer Prozesse', Ann. Acad. Sci. Fennicae, (1946), 37
2
Loève, M.M., 'Probability Theory', Princeton, N.J.: VanNostrand, 1955
3
Lorenz, E.N., 'Empirical Orthogonal Functions and Statistical Weather Prediction', Cambridge: MIT, Department of Meteorology, Statistical Forecasting Project, 1956
4
H. Hotelling, 'Analisys of a complex of statistical variables into principal components', Journal of Educational Psychology, (1933) 24,pp. 417-441, 488-520
5
Brooks, C. L., Karplus, M., and Pettitt, B.M., 'Proteins: a Theoretical Perspective of Dynamics, Structure and Thermodynamics', New York: Wiley, 1988
6
Lumley, J.L., 'The Structure of Inhomogeneous Turbulent Flows', In Atmospheric turbulence and radio propagation, edited by A.M. Yaglom and V.I. Tatarski, Moscow: Nauka, 1967, pp.166-178
7
Golub, G.H., Van Loan, C.F., 'Matrix Computations', Oxford: North Oxford Academic, 1983
8
Harman, H., 'Modern Factor Analysis', Chicago: University of Chicago Press, 1960
9
Schmidt, E., 'Zur Theorie der linearen und nichtlinearen Integralgleichungen. I Teil: Entwicklung willkülicher Funktion nach Systemen vorgeschriebener', Mathematische Annalen, (1907), 63, pp. 433-476
10
Sirovich ,L, 'Turbulence and the Dynamics of Coherent Structure: I, II and III', Quarterly Applied Mathematics, (1987), 45, pp. 561
11
H. Murase and S. Nayar, 'Visual learning and recognition of 3-D objects from appearance', International Journal of Computer Vision, (1995), 14, pp.5-24
12
Graham, M.D., Kevrekidis, I.G.,'Alternative approaches to the Karhunen-Loève decomposition for model reduction and data analysis', Computers and chemical engineering, (1996), 20, p. 495
13
Yamashita, Y., Ogawa, H., 'Relative Karhunen-Loève Transform', IEEE transactions on signal processing, (1996), 44 , p. 371
14
Regalia, P.A.,'An Adaptive Unit Norm Filter with Applications to Signal Analysis and Karhunen-Loeve Transformations', IEEE transactions on circuits and systems, (1990), 37, p. 646
15
Qin, F., E.E. Wolf, H.-C. Chang and C. Hwang,'Controlling thermal front propagation on a catalityc water through video feedback', In Proceedings of the American Control Conference, (1993), 2, p.1302
16
Stewart, G.W.,'On the Early History of the Singular Value Decomposition', SIAM Review, (1993), 35, pp.551-566
17
Tasto, M., Wintz, P.,'Image Coding by Adaptive Subimage Quantization', IEEE Transactions on Communications, (1971), COM-19 , pp. 957-972
18
Everson, R., Sirovich, L.,'Karhunen-Loève procedure for gappy data', Journal of the optical society of America. A, Optics and image science, (1995), 12, p. 1657
19
Hilai, R., Rubinstein, J.,'Recognition of rotated images by invariant Karhunen-Loève expansion.', Journal of the optical society of America. A, Optics and image science, (1994), 11, p. 1610
20
Abbas, H.M., Fahmy, M.M.,'Neural model for Karhunen-Loève transform with application to adaptive image', IEE proceedings. I, Communications, speech, and vision, (1993), 140, p. 135
21
Burl, J.B. ,'Reduced-Order System Identification using the Karhunen-Loève Transform.', International journal of modeling and simulation, (1993), 13 , p. 183
22
Chen, C.S., Huo, K.-S.,'Karhunen-Loève method for data compression and speech synthesis', IEE proceedings. I, Communications, speech and vision, (1991), 138, p. 377
23
Sirovich, L., Everson, R., 'Management and Analysis of Large Scientific Datasets', International journal of supercomputer applications, (1992), 6 , p.50
24
Kirby, M., Sirovich, S.,'Application of the Karhunen-Loève Procedure for the characterization of human faces', IEEE transactions on pattern analysis and machine intelligence, (1990), 12, pp. 103-108
25
S. Watanabe, 'Karhunen-Loève expansion and factor analysis theoretical remarks and applications', In Transactions of the 4th Prague Conference on Information Theory, (1965)
26
Gorecki, C.,'Surface classification by an optoelectronic implementation of the Karhunen-Loève expansion', Applied optics, (19), 30 , pp.4548-4553
27
Krischer K., R. Rico-Martinez, J.G. Kevrekidis, H.H Rotenmund, G. Ertl and J.L Hudson, 'Model Identification of a Spatiotemporal Varying Catalytic Reaction', American Institute of Chemical Engineers Journal, (1993), 39, pp.89-98
28
K. Fukunaga, 'Introduction to Statistical Recognition', Academic Press, 1990.
29
Hubel, D., Wiesel, T., 'Receptive fields, binocular interaction, and functional architecture in the cat's visual cortex', Journal of Physiology (London), (1962), 160 , pp.106-154
30
Dony, R., Haykin, S., 'Neural network approaches to image compression', Proceedings of the IEEE, (1995), 83(2), pp.288-303
31
Gay, D.H., Ray, W.H., 'Identification and control of linear distributed parameter systems through the use of experimentally determined singular functions', IFAC Proceddings Series. Control of Distributed Parameter Systems, Los Angeles, 30 June-2 July 1986, ed. H.E. Rauch, pp. 173-179. Oxford/New York:Pergamon
32
V.R Algazi and D.J. Sakrison, 'On the Optimality of the Karhunen-Loève Expansion', IEEE Trans. Inform. Theory, (1969), 15, pp.319-321
33
Turk, M. A., Pentland, A. P., 'Face recognition using eigenfaces', (1991), Proceedings of 1991 IEEE Computer Society Conference on Computer Vision Pattern Recognition, pp.586-591
34
Turk, M. A., Pentland, A. P., 'Recognition in face space', Proceedings of SPIE - The International Society for Optical Engineering, 1381, pp.43-54: Published by Int. Soc. for Optical Engineering, Bellingham, WA, USA.
35
James Griffioen, Brent Seales, Raj Yavatkar, 'Content-based Multimedia Data Management and Efficient Remote Access', URL: http://www.uky.edu/kiernan/DL/brent.html


stanislav gordeyev
Sun Feb 2 17:37:56 EST 1997