5.1.3 Adaptive Filters

Yang, G.Z., Burger, P., Firmin, D.N., Underwood, S.R.,
Structure Adaptive Anisotropic Image Filtering,
IVC(14), No. 2, March 1996, pp. 135-145.
WWW Version. 9607 BibRef
Earlier:
Structure adaptive anisotropic filtering for magnetic resonance image enhancement,
CAIP95(384-391).
WWW Version. 9509 BibRef

Tan, A.C., Chen, S.T., Basu, S.,
Image Filtering Using Hyperstable Adaptive Algorithms,
CirSysSignal(44), No. 5, May 1997, pp. 358-370. 9706 BibRef

Marroquin, J.L., Servin, M., Rodriguez-Vera, R.,
Adaptive Quadrature Filters and the Recovery of Phase from Fringe Pattern Images,
JOSA-A(14), No. 8, August 1997, pp. 1742-1752. BibRef 9708

Marroquin, J.L., Servin, M., Rodriguez-Vera, R.,
Robust Filters for Low-Level Vision,
ExSysApp(14), No. 1-2, January/February 1998, pp. 169-177. 9805 BibRef

Perry, R., Bull, D.R., Nix, A.,
Efficient adaptive complex filtering algorithm with application to channel equalisation,
VISP(146), No. 2, April 1999, pp. 57. BibRef 9904

Kumura, T., Iiguni, Y., Maeda, H.,
Convergence performance of adaptive lattice filters with nonlinear parameter updates,
VISP(147), No. 3, 2000, pp. 238-246. 0008 BibRef

Sakai, H., Hori, S.,
Stabilisation of fast QRD inverse-updates adaptive filtering algorithm,
VISP(148), No. 2, April 2001, pp. 107-114. 0106 BibRef

Al-Naffouri, T.Y.[Tareq Y.], Sayed, A.H.[Ali H.],
Adaptive Filters with Error Nonlinearities: Mean-Square Analysis and Optimum Design,
JASP(2001), No. 4, December 2001, pp. 192-205. 0201 BibRef

Petraglia, M.R., Torres, J.C.B.,
Performance analysis of adaptive filter structure employing wavelet and sparse subfilters,
VISP(149), No. 2, April 2002, pp. 115-119.
IEEE Top Reference. 0208 BibRef

Geusebroek, J.M., Smeulders, A.W.M., van de Weijer, J.,
Fast Anisotropic Gauss Filtering,
IP(12), No. 8, August 2003, pp. 938-943.
WWW Version. 0308 BibRef
Earlier: ECCV02(I: 99 ff.).
HTML Version. 0205 BibRef

Chen, S.,
Adaptive minimum bit-error-rate filtering,
VISP(151), No. 1, February 2004, pp. 76-85.
IEEE Abstract. IEEE Top Reference. 0403Rather than MMSE (minimum mean-squared error). BibRef

Hong, S., Bolic, M., Djuric, P.M.,
An Efficient Fixed-Point Implementation of Residual Resampling Scheme for High-Speed Particle Filters,
SPLetters(11), No. 5, May 2004, pp. 482-485.
IEEE Abstract. IEEE Top Reference. 0404 BibRef

Gong, Y., Cowan, C.F.N.,
Structure adaptation of linear MMSE adaptive filters,
VISP(151), No. 4, August 2004, pp. 271-277.
IEEE Abstract. IEEE Top Reference. 0411 BibRef

Kelloniemi, A., Savioja, L., Valimaki, V.,
Spatial Filter-Based Absorbing Boundary for the 2-D Digital Waveguide Mesh,
SPLetters(12), No. 2, February 2005, pp. 126-129.
IEEE Abstract. IEEE Top Reference. 0501 BibRef

van der Heijden, F.,
Consistency Checks for Particle Filters,
PAMI(28), No. 1, January 2006, pp. 140-145.
WWW Version. 0512Inconsistent filter leads to larger estimation errors. BibRef

Awate, S.P.[Suyash P.], Whitaker, R.T.[Ross T.],
Unsupervised, Information-Theoretic, Adaptive Image Filtering for Image Restoration,
PAMI(28), No. 3, March 2006, pp. 364-376.
WWW Version. 0602 BibRef
Earlier:
Higher-Order Image Statistics for Unsupervised, Information-Theoretic, Adaptive, Image Filtering,
CVPR05(II: 44-51).
WWW Version. 0507improves the predictability of pixel intensities from their neighborhoods by decreasing their joint entropy. BibRef

Li, J.[Jiang], Chua, C.S.[Chin-Seng],
Transductive local exploration particle filter for object tracking,
IVC(25), No. 5, 1 May 2007, pp. 544-552.
WWW Version. 0703 BibRef
Earlier:
Transductive inference for color-based particle filter tracking,
ICIP03(III: 949-952).
IEEE Abstract. IEEE Top Reference. 0312Object tracking; Particle filter; Transductive learning; Color model adaptation BibRef

Yin, H.B.[Hai Bing], Fang, X.Z.[Xiang Zhong], Wei, Z.[Zhang], Yang, X.K.,
An Improved Motion-Compensated 3-D LLMMSE Filter With Spatio-Temporal Adaptive Filtering Support,
CirSysVideo(17), No. 12, December 2007, pp. 1714-1727.
WWW Version. 0712MMSE: minimum mean-squared error BibRef

He, L.[Lulu], Wang, H.Y.[Hong-Yuan],
Spatial-variant Image Filtering Based on Bidimensional Empirical Mode Decomposition,
ICPR06(II: 1196-1199).
WWW Version. 0609 BibRef

Bakir, G.H.[Gökhan H.], Gretton, A.[Arthur], Franz, M.O.[Matthias O.], Schölkopf, B.[Bernhard],
Multivariate Regression via Stiefel Manifold Constraints,
DAGM04(262-269).
WWW Version. 0505 BibRef

Franz, M.O.[Matthias O.], Kwon, Y.[Younghee], Rasmussen, C.E.[Carl Edward], Schölkopf, B.[Bernhard],
Semi-supervised Kernel Regression Using Whitened Function Classes,
DAGM04(18-26).
WWW Version. 0505 BibRef

Cawley, G.C., Talbot, N.L.C.,
Efficient model selection for kernel logistic regression,
ICPR04(II: 439-442).
WWW Version. 0409 BibRef

Torma, P.[Péter], Szepesvári, C.[Csaba],
Enhancing Particle Filters Using Local Likelihood Sampling,
ECCV04(Vol I: 16-27).
WWW Version. 0405 BibRef

Chang, C.[Cheng], Ansari, R.,
Kernel particle filter: iterative sampling for efficient visual tracking,
ICIP03(III: 977-980).
IEEE Abstract. IEEE Top Reference. 0312 BibRef

Granmo, O.C.[Ole-Christoffer], Eliassen, F.[Frank], Lysne, O.[Olav], Eide, V.S.W.[Viktor S. Wold],
Techniques for Parallel Execution of the Particle Filter,
SCIA03(983-990).
WWW Version. 0310 BibRef

Kobatake, H.[Hidefumi], Jun, W.[Wei], Yoshinaga, Y.[Yukiyasu], Hagihara, Y.[Yoshihiro], Shimizu, A.[Akinobu],
Nonlinear Adaptive Convergence Index Filters and Their Characteristics,
ICPR00(Vol III: 526-529).
HTML Version. 0009 BibRef

Sarca, O., Tabus, I., and Astola, J.T.,
Threshold Decomposition Based Locally Adaptive Linear Filters,
ICIP97(I: 409-412).
WWW Version. BibRef 9700

Tabus, I., Rissanen, J., and Astola, J.T.,
Adaptive L-Predictors Based on Finite State Machine Context Selection,
ICIP97(I: 401-404).
WWW Version. BibRef 9700

Zhang, J.Y.[Jin-You],
Estimating adaptive kernels from local image grey value changes,
ICIP95(II: 141-144).
WWW Version. 9510 BibRef

Jarosz, H., Crettez, J.P.,
Adaptive Size for Operators in Line Image Processing,
ICPR88(II: 814-817).
WWW Version.
IEEE Top Reference. BibRef 8800

Yan, X.[Xuejun], Huang, Z.[Zeulu],
Adaptive spatial filtering for digital images,
ICPR88(II: 811-813).
WWW Version. 8811 BibRef

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