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).
Springer DOI Link 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

Ghaderi, M.[Mohsen],
Method and apparatus for spatially variant filtering,
US_Patent5,481,628, Jan 2, 1996
WWW Version. BibRef 9601

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

Al-Naffouri, T.Y., Moinuddin, M., Sohail, M.S.,
Mean Weight Behavior of the NLMS Algorithm for Correlated Gaussian Inputs,
SPLetters(18), No. 1, January 2011, pp. 7-10.
IEEE DOI Link 1011
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.
IEEE DOI Link 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. 0403
Rather 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. 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. 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. 0501
BibRef

van der Heijden, F.,
Consistency Checks for Particle Filters,
PAMI(28), No. 1, January 2006, pp. 140-145.
IEEE DOI Link 0512
Inconsistent filter leads to larger estimation errors. 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.
IEEE DOI Link 0712
MMSE: minimum mean-squared error BibRef

Shao, L.[Ling], Zhang, H., de Haan, G.[Gerard],
An Overview and Performance Evaluation of Classification-Based Least Squares Trained Filters,
IP(17), No. 10, October 2008, pp. 1772-1782.
IEEE DOI Link 0809
BibRef

Zakharov, Y.V.,
Low-Complexity Implementation of the Affine Projection Algorithm,
SPLetters(15), No. 1, 2008, pp. 557-560.
IEEE DOI Link 0811
BibRef

Chen, T., Zakharov, Y.V., Liu, C.,
Low-Complexity Channel-Estimate Based Adaptive Linear Equalizer,
SPLetters(18), No. 7, July 2011, pp. 427-430.
IEEE DOI Link 1101
BibRef

Kim, S.E., Choi, Y.S., Song, M.K., Song, W.J.,
A Subband Adaptive Filtering Algorithm Employing Dynamic Selection of Subband Filters,
SPLetters(17), No. 1, January 2010, pp. 245-248.
IEEE DOI Link 1001
BibRef

Vigneron, V., Syed, T.Q., Barlovatz-Meimon, G., Malo, M., Montagne, C., Lelandais, S.,
Adaptive filtering and hypothesis testing: Application to cancerous cells detection,
PRL(31), No. 14, 15 October 2010, pp. 2214-2224.
Elsevier DOI Link
WWW Version. 1003
Adaptive filtering; Maximum likelihood test; Microscopic imagery; Object detection; Image preprocessing BibRef

Subbu, A.[Aparna], Srivastav, A.[Abhishek], Ray, A.[Asok], Keller, E.[Eric],
Symbolic dynamic filtering for image analysis: Theory and experimental validation,
SIViP(4), No. 3, September 2010, pp. 319-329.
WWW Version. 1011
Symbolic dynamic filtering (SDF) of one-dimensional time-series data applies to anomaly detection. Extend to 2-D. BibRef

Chakraborty, S.[Subhadeep], Ray, A.[Asok], Subbu, A.[Aparna], Keller, E.[Eric],
Analytic signal space partitioning and symbolic dynamic filtering for degradation monitoring of electric motors,
SIViP(4), No. 4, November 2010, pp. 399-403.
WWW Version. 1101
BibRef

Louchet, C.[Cécile], Moisan, L.[Lionel],
Total Variation as a Local Filter,
SIIMS(4), No. 2, 2011, pp. 651-694.
WWW Version. 1110
BibRef

Xia, Y.[Yili], Mandic, D.P., Sayed, A.H.,
An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals,
SPLetters(18), No. 11, November 2011, pp. 659-662.
IEEE DOI Link 1112
BibRef

Yoshino, T.[Tomonobu], Naito, S.[Sei],
Adaptive loop filter technology based on analytical design considering local image characteristics,
ICIP11(3477-3480).
IEEE DOI Link 1201
BibRef

Krebs, A.[Andreas], Wiklund, J.[Johan], Felsberg, M.[Michael],
Optimization of Quadrature Filters Based on the Numerical Integration of Improper Integrals,
DAGM11(91-100).
Springer DOI Link 1109
BibRef

Sun, L.[Lin], Au, O.C.[Oscar C.], Zou, R.B.[Ruo-Bing], Dai, W.[Wei], Wen, X.[Xing], Lin, S.J.[Si-Jin], Li, J.[Jiali],
Adaptive Bilateral Filter Considering Local Characteristics,
ICIG11(187-192).
IEEE DOI Link 1109
BibRef

Gardezi, A.[Akber], Alkandri, A.[Ahmed], Birch, P.[Philip], Qureshi, T.[Tabassum], Young, R.[Rupert], Chatwin, C.[Chris],
An implementation and performance evaluation of a space variant OT-MACH filter for a security detection application using FLIR sensor,
AIPR10(1-7).
IEEE DOI Link 1010
Optimal Trade-off Maximum Average Correlation Height (OT-MACH). BibRef

Arezki, M., Guessoum, A., Meyrueis, P.,
A FAST Algorithm for Adaptive Filtering,
WSSIP09(1-4).
IEEE DOI Link 0906
BibRef

Urbach, E.R.,
Contextual image filtering,
IVCNZ09(299-303).
IEEE DOI Link 0911
BibRef

Hussein, M.[Mohamed], Porikli, F.M.[Fatih M.], Davis, L.S.[Larry S.],
Kernel integral images: A framework for fast non-uniform filtering,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Porikli, F.M.[Fatih M.],
Constant time O(1) bilateral filtering,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Hu, N.[Nan], Cheung, S.C.S., Nguyen, T.[Thinh],
Secure Image Filtering,
ICIP06(1553-1556).
IEEE DOI Link 0610
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.H.[Young-Hee], 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).
IEEE DOI Link 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. 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: 522-525).
IEEE DOI Link 0009
BibRef

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

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

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

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

Yan, X.J.[Xue-Jun], Huang, Z.[Zeulu],
Adaptive spatial filtering for digital images,
ICPR88(II: 811-813).
IEEE DOI Link 8811
BibRef

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