5.1.2 Kalman Filtering, General

Chapter Contents (Back)
Kalman Filter. Specific applications are in the appropriate section.

Welch, G.[Greg], and Bishop, G.[Gary],
An Introduction to the Kalman Filter,
TR95-041, University of North Carolina at Chapel Hill, Department of Computer Science, 1995.
WWW Version. Survey, Kalman Filter. Code, Kalman Filter. Tutorial on Kalman filter. All you want to know. BibRef 9500

Kalman, R.E.,
A New Approach to Linear Filtering and Prediction Problems,
T-ASME(1960), March, 1960, pp. 35-45. Recursive solution to the discrete-data linear filtering.
PDF Version. BibRef 6003

Woods, J.W., Radewan, C.H.,
Kalman Filtering in Two Dimensions,
IT(23), July, 1977, pp. 473-482. BibRef 7707

Woods, J.W., Ingle, V.K.,
Kalman Filtering in Two Dimensions: Further Results,
ASSP(29), April, 1981, pp. 188-197. BibRef 8104

Biemond, J., Rieske, J., Gerbrands, J.J.,
A Fast Kalman Filter for Images Degraded by Both Blur and Noise,
ASSP(31), 1983, pp. 1248-1256. BibRef 8300

Chui, C.K.[Charles K.],
Kalman Filtering: With Real-Time Applications,
(Second Edition), New York: Springer-Verlag1991, ISBN 0-387-54013-X. Kalman Filter. Rigorous treatment of Kalman filters. To purchase this book look here BibRef 9100

Tugnait, J.K.,
Constrained Signal Restoration via Iterated Extended Kalman Filtering,
ASSP(33), 1985, pp. 472-475. BibRef 8500

Wu, Z.,
Multidimensional State-Space Model Kalman Filtering with Applications to Image Restoration,
ASSP(33), 1985, pp. 1576-1592. BibRef 8500

Citrin, S., Azimi-Sadjadi, M.R.,
A full-plane block Kalman filter for image restoration,
IP(1), No. 4, October 1992, pp. 488-495.
WWW Version. 0402 BibRef

Kim, J., Woods, J.W.,
Spatiotemporal Adaptive 3-D Kalman Filter for Video,
IP(6), No. 3, March 1997, pp. 414-424.
WWW Version. 9703 BibRef

Kim, J., Woods, J.W.,
A New Interpretation of ROMKF,
IP(6), No. 4, April 1997, pp. 599-601.
WWW Version. 9704 BibRef

Degeeter, J., van Brussel, H., Deschutter, J., Decreton, M.,
A Smoothly Constrained Kalman Filter,
PAMI(19), No. 10, October 1997, pp. 1171-1177.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9710 BibRef

Kim, J., Woods, J.W.,
3-D Kalman Filter for Image Motion Estimation,
IP(7), No. 1, January 1998, pp. 42-52.
WWW Version. 9801 Motion, Estimation. BibRef

Kim, J., Woods, J.W.,
Image identification and restoration in the subband domain,
IP(3), No. 3, May 1994, pp. 312-314.
WWW Version. 0402 BibRef

Azimi-Sadjadi, M.R., Xiao, R., Yu, X.,
Neural Network Decision Directed Edge-Adaptive Kalman Filter for Image Estimation,
IP(8), No. 4, April 1999, pp. 589-592.
WWW Version. BibRef 9904

Chang, C.I.[C. I], Brumbley, C.M.,
Kalman Filtering Approach to Multispectral Image Classification and Detection of Changes in Signature Abundance,
GeoRS(37), No. 1, January 1999, pp. 257.
IEEE Top Reference. BibRef 9901

Piovoso, M.[Michael], Laplante, P.A.[Phillip A.],
Kalman filter recipes for real-time image processing,
RealTimeImg(9), No. 6, December 2003, pp. 433-439.
WWW Version. 0401 BibRef

Subrahmanyam, G.R.K.S., Rajagopalan, A.N., Aravind, R.,
Importance Sampling Kalman Filter for Image Estimation,
SPLetters(14), No. 7, July 2007, pp. 453-456.
WWW Version. 0707 BibRef
Earlier:
A New Extension of Kalman Filter to Non-Gaussian Priors,
ICCVGIP06(162-171).
WWW Version. 0612 BibRef

Kalman Filter Library,
January, 2006.
WWW Version. Code, Kalman Filter.


Quinn, J.A.[John A.], Williams, C.K.I.[Christopher K. I.],
Known Unknowns: Novelty Detection in Condition Monitoring,
IbPRIA07(I: 1-6).
WWW Version. 0706Kalman filter in time series analysis. BibRef

Zhang, X.H.[Xiao-Han], Chen, X.P.[Xiao-Ping], Li, J.L.[Jia-Ling], Li, X.[Xiang],
Vision-based Monte Carlo-Kalman Localization in a Known Dynamic Environment,
ICARCV06(1-7).
WWW Version. 0612 BibRef

Nagarajan, K., Slatton, K.C.,
Multiple-model MKS with Improved Learning/Prior Modeling,
ICIP05(I: 757-760).
WWW Version. 0512Multiscale Kalman Smoother BibRef

Vedaldi, A.[Andrea], Jin, H.L.[Hai-Lin], Favaro, P.[Paolo], Soatto, S.[Stefano],
KALMANSAC: Robust Filtering by Consensus,
ICCV05(I: 633-640).
WWW Version. 0510 BibRef

Chen, L.[Liang], Mercorelli, P., Liu, S.,
A two-stage Kalman estimator for motion control using model predictive strategy,
ICARCV04(III: 1699-1704).
WWW Version. 0412 BibRef

Mills, S., Pridmore, T.P., Hills, M.,
Tracking in a Hough Space with the Extended Kalman Filter,
BMVC03(xx-yy).
HTML Version. 0409 BibRef

Zampolo, R., Seara, R., Tobias, O.,
Evolutionary Programming in Image Restoration Via Reduced Order Model Kalman Filtering,
ICIP01(I: 221-224).
IEEE Abstract. IEEE Top Reference. 0108 BibRef

Southall, B., Buxton, B.F., Marchant, J.A.,
Controllability and Observability: Tools for Kalman Filter Design,
BMVC98(xx-yy). BibRef 9800

Ni, J.Q., Ho, K., Tse, K., Ni, J.S., and Shen, M.H.,
Multirate Kalman Filtering Approach for Optimal Two-Dimensional Signal Reconstruction from Noisy Subband Systems,
ICIP97(I: 157-160).
WWW Version. BibRef 9700

Rao, R.P.N.[Rajesh P.N.],
Robust Kalman Filters for Prediction, Recognition, and Learning,
Department of Computer Science Univ. of RochesterTechnical Report 645 December, 1996. Kalman Filter. General technique.
Postscript Version. BibRef 9612

Chapter on Filters, Image Processing, Restoration, Enhancement, Image and Video Coding continues in
Adaptive Filters .


Last update:Jun 25, 2008 at 13:37:57