5.1.3.1 Steerable Filters

Chapter Contents (Back)
Steerable Filter.

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).
WWW Version. Corner Detector. BibRef

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

Greenspan, H., 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).
WWW Version. 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

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.
WWW Version.
HTML Version. and
Postscript Version. BibRef 9609
Earlier:
Steerable Wedge Filters,
ICCV95(189-194).
WWW Version.
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).
WWW Version. 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).
WWW Version. BibRef

Teo, P.C., Hel-Or, Y.,
A Computational Approach to Steerable Functions,
CVPR97(313-318).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704How 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. 0312Yields better filters for directionality. BibRef

Aguet, F., Jacob, M., Unser, M.,
Three-Dimensional Feature Detection Using Optimal Steerable Filters,
ICIP05(II: 1158-1161).
WWW Version. 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.
WWW Version. 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.
WWW Version. 0704 BibRef


Krajsek, K.[Kai], Mester, R.[Rudolf],
A Unified Theory for Steerable and Quadrature Filters,
VISAPP06(201-214).
WWW Version. 0711 BibRef

Roth, S.[Stefan], Black, M.J.[Michael J.],
Steerable Random Fields,
ICCV07(1-8).
WWW Version. 0710 BibRef

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

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

Mahamud, S.[Shyjan], Hebert, M.[Martial],
Efficient Recovery of Low-Dimensional Structure from High-Dimensional Data,
ICCV99(592-599).
WWW Version. 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).
WWW Version. 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).
WWW Version. 9509 BibRef

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

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


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