5.1.3.1 Steerable Filters

Perona, P.,
Deformable Kernels for Early Vision,
PAMI(17), No. 5, May 1995, pp. 488-499.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9505
Earlier: CVPR91(222-227).
IEEE Abstract. IEEE Top Reference. Steerable Filters. Wavelets. Hierarchical Analysis. Compute the best digital approximation to the desired filter by using a combination of small kernels. BibRef

Perona, P.,
Steerable-Scalable Kernels for Edge Detection and Junction Analysis,
IVC(10), No. 10, December 1992, pp. 663-672.
WWW Version. BibRef 9212
Earlier: ECCV92(3-18).
Springer DOI Link Corner Detector. BibRef

Manduchi, R., Perona, P.,
Pyramidal implementation of deformable kernels,
ICIP95(I: 378-381).
IEEE DOI Link 9510
BibRef

Greenspan, H.K.[Hayit K.], Belongie, S.[Serge], Perona, P., Goodman, R., Rakshit, S., Anderson, C.,
Overcomplete Steerable Pyramid Filters and Rotation Invariance,
CVPR94(222-228).
IEEE Abstract. IEEE Top Reference. BibRef 9400

Shy, D., Perona, P.,
X-Y separable pyramid steerable scalable kernels,
CVPR94(237-244).
IEEE Abstract. IEEE Top Reference. BibRef 9400

Freeman, W.T., and Adelson, E.H.,
The Design and Use of Steerable Filters,
PAMI(13), No. 9, September 1991, pp. 891-906.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9109
Earlier:
Steerable Filters for Early Vision, Image Analysis and Wavelet Decomposition,
ICCV90(406-415).
IEEE DOI Link Adaptive Filters. Filters. Design of adaptive directional filters for a variety of uses (edges, motion, etc.). This is related to the other filter papers scattered throughout. BibRef

Freeman, W.T.,
Steerable Filters and Analysis of Image Structure,
Ph.D.Thesis, 1992, BibRef 9200 MIT BibRef

Adelson, E.H.[Edward H.], Freeman, W.T.[William T.],
Noise reduction system,
US_Patent5,526,446, Jun 11, 1996
WWW Version. BibRef 9606

Beil, W.,
Steerable Filters and Invariance Theory,
PRL(15), No. 5, May 1994, pp. 453-460. BibRef 9405

Simoncelli, E.P.[Eero P.], Farid, H.[Hany],
Steerable Wedge Filters for Local Orientation Analysis,
IP(5), No. 9, September 1996, pp. 1377-1382.
IEEE DOI Link
HTML Version. and
Postscript Version. BibRef 9609
Earlier:
Steerable Wedge Filters,
ICCV95(189-194).
IEEE DOI Link
WWW Version. orientation analysis, junctions.
HTML Version. or for postscript version:
Postscript Version. or
Postscript Version. BibRef

Simoncelli, E.P.[Eero P.], and Freeman, W.T.[William T.],
The Steerable Pyramid: A Flexible Architecture for Multi-Scale Derivative Computation,
ICIP95(III: 444-447).
IEEE DOI Link 9510
Steerable Filter. Code, Steerable Filter. tight frame, rotation-invariant filters.
HTML Version. And
Postscript Version. Code is also available:
HTML Version. BibRef

Karasaridis, A., Simoncelli, E.P.,
A Filter Design Technique For Steerable Pyramid Image Transforms,
ICASSP96(2387-2390).
HTML Version. And
Postscript Version. BibRef 9600

Michaelis, M., and Sommer, G.,
A Lie Group Approach to Steerable Filters,
PRL(16), 1995, pp. 1165-1174. BibRef 9500

Kubota, T., Alford, C.O.,
Computation of Orientational Filters for Real-Time Computer Vision Problems III: Steerable System and VLSI Architecture,
RealTimeImg(3), No. 1, February 1997, pp. 37-58. 9703
BibRef

Hel-Or, Y.[Yacov], Teo, P.C.[Patrick C.],
Canonical Decomposition of Steerable Functions,
JMIV(9), No. 1, July 1998, pp. 83-95.
WWW Version. 9807
BibRef
Earlier: CVPR96(809-816).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef

Teo, P.C.[Patrick C.], and Hel-Or, Y.[Yacov],
Lie Generators For Computing Steerable Functions,
PRL(19), No. 1, January 1998, pp. 7-17. 9807
BibRef

Teo, P.C.[Patrick C.], and Hel-Or, Y.[Yacov],
Design of Multiparameter Steerable Functions Using Cascade Basis Reduction,
PAMI(21), No. 6, June 1999, pp. 552-556.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9906
Earlier: ICCV98(187-192).
IEEE DOI Link BibRef

Teo, P.C., Hel-Or, Y.,
A Computational Approach to Steerable Functions,
CVPR97(313-318).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704
How to describe groups of steerable functions. BibRef

Bharath, A.A., Huberson, C.J.,
Obtaining medial responses from steerable filters,
VISP(146), No. 5, October 1999, pp. 286. 0002
See also Steerable Complex Wavelet Construction and Its Application to Image Denoising, A. BibRef

Bharath, A.A.,
Steerable Filters from Erlang Functions,
BMVC98(xx-yy). BibRef 9800

Acocella, E.C.[Emilio Carlos], Alcaim, A.[Abraham],
Mathematical formulation of shape-adaptive 2-D transforms,
SPLetters(8), No. 10, October 2001, pp. 273-275.
IEEE Top Reference. 0111
BibRef

Jacob, M.[Mathews], Unser, M.[Michael],
Design of Steerable Filters for Feature Detection Using Canny-Like Criteria,
PAMI(26), No. 8, August 2004, pp. 1007-1019.
IEEE Abstract. IEEE Top Reference. 0407
BibRef
Earlier:
Optimal steerable filters for feature detection,
ICIP03(III: 433-436).
IEEE Abstract. IEEE Top Reference. 0312
Yields better filters for directionality. BibRef

Aguet, F., Jacob, M., Unser, M.,
Three-Dimensional Feature Detection Using Optimal Steerable Filters,
ICIP05(II: 1158-1161).
IEEE DOI Link 0512
BibRef

Shi, X., Ribeiro Castro, A.L., Manduchi, R., Montgomery, R.,
Rotational Invariant Operators Based on Steerable Filter Banks,
SPLetters(13), No. 11, November 2006, pp. 684-687.
IEEE DOI Link 0610
BibRef

Lu, Y.M.[Yue M.], Do, M.N.[Minh N.],
Multidimensional Directional Filter Banks and Surfacelets,
IP(16), No. 4, April 2007, pp. 918-931.
IEEE DOI Link 0704
BibRef

Celebi, M.E.[M. Emre],
Real-time implementation of order-statistics-based directional filters,
IET-IPR(3), No. 1, February 2009, pp. 1-9.
WWW Version. 0905
BibRef

Celebi, M.E.[M. Emre],
Distance measures for reduced ordering-based vector filters,
IET-IPR(3), No. 5, October 2009, pp. 249-260.
WWW Version. 0911
BibRef

Celebi, M.E.[M. Emre], Kingravi, H.A.[Hassan A.], Lukac, R.[Rastislav], Celiker, F.[Fatih],
Cost-effective implementation of order-statistics-based vector filters using minimax approximations,
JOSA-A(26), No. 6, June 2009, pp. JOSA A Vol 26, Iss. 6, 1518-1524.
WWW Version. 0906
BibRef

Rabbani, H.[Hossein],
Image denoising in steerable pyramid domain based on a local Laplace prior,
PR(42), No. 9, September 2009, pp. 2181-2193.
Elsevier DOI Link
WWW Version. 0905
Steerable pyramid; Denoising; MAP estimator; MMSE estimator BibRef

Derpanis, K.G., Gryn, J.M.,
Three-Dimensional Nth Derivative of Gaussian Separable Steerable Filters,
ICIP05(III: 553-556).
IEEE DOI Link 0512
BibRef

Benoit, S., Ferrie, F.P.,
Steerable kernels for arbitrarily-sampled spaces,
ICPR04(III: 578-581).
IEEE DOI Link 0409
BibRef

Mahamud, S.[Shyjan], Hebert, M.[Martial],
Efficient Recovery of Low-Dimensional Structure from High-Dimensional Data,
ICCV99(592-599).
IEEE DOI Link Iterative randomized algorithm based on cascade basis reduction. See also Design of Multiparameter Steerable Functions Using Cascade Basis Reduction. BibRef 9900

Price, J.R.[Jeffery R.], Hayes, III, M.H.[Monson H.],
Steerable Filter Cascades,
ICIP99(II:880-884).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Stoschek, A., Yu, T.P.Y., Hegerl, R.,
Rotation-Invariant and Robust Multiple-2D-Object Detection Using Steerable Pyramid Denoising and Optimized Circular Harmonic Filters,
ICPR96(II: 376-380).
IEEE DOI Link 9608
(Max-Planck-Institute for Biochemistry, D) BibRef

Michaelis, M.[Markus], Herpers, R.[Rainer], Sommer, G.[Gerald],
A common framework for preattentive and attentive vision using steerable filters,
CAIP95(912-919).
Springer DOI Link 9509
BibRef

Ballard, D.H., Wixson, L.E.,
Object Recognition Using Steerable Filters at Multiple Scales,
WQV93(2-10). BibRef 9300

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Filters for Detecting Specific Features .