7.1.6 Gabor Filters -- General

Chapter Contents (Back)
Gabor Filter. See also Wavelets, Gabor Filters for Texture.

Gabor, D.,
Theory of Communication,
JIEE(93), No. 3, 1946, pp. 429-459. Linear filters, each tuned to a different frequency, scale and orientation. BibRef 4600

Daugman, J.G.,
Complete Discrete 2D Gabor Transforms by Neural Networks for Image Analysis and Compression,
ASSP(36), No. 7, July 1988, pp. 1169-1179.
IEEE DOI BibRef 8807

Shustorovich, A.[Alexander],
Scale Specific and Robust Edge Line Encoding with Linear-Combinations of Gabor Wavelets,
PR(27), No. 5, May 1994, pp. 713-725.
WWW Link. BibRef 9405

Teuner, A., Hosticka, B.J.,
Adaptive Gabor Transformation for Image Processing,
IP(2), No. 1, January 1993, pp. 112-117.
IEEE DOI BibRef 9301

Yao, J.,
Complete Gabor Transformation for Signal Representation,
IP(2), No. 2, April 1993, pp. 152-159.
IEEE DOI BibRef 9304

Wang, L., Chen, C.T., Lin, W.C.,
An Efficient Algorithm to Compute the Complete Set of Discrete Gabor Coefficients,
IP(3), No. 1, January 1994, pp. 87-92.
IEEE DOI BibRef 9401

Braithwaite, R.N., Beddoes, M.P.,
Iterative Methods for Solving the Gabor Expansion: Considerations of Convergence,
IP(1), No. 2, April 1992, pp. 243-244.
IEEE DOI BibRef 9204

Braithwaite, R.N., Bhanu, B.,
Hierarchical Gabor Filters for Object Detection in Infrared Images,
CVPR94(628-631).
IEEE DOI Gabor Filter. BibRef 9400

Bhanu, B.[Bir], and Braithwaite, R.N.[R. Neil],
Target Detection Using Phase-Based Gabor Element Aggregation,
ARPA94(I:511-514). BibRef 9400

Braithwaite, R.N., Bhanu, B.,
Composite Phase and Phase-Based Gabor Element Aggregation,
ICIP95(I: 538-541).
IEEE DOI 9510
BibRef

Braithwaite, R.N., Bhanu, B.,
Error Bound for Multi-Stage Synthesis of Narrow Bandwidth Gabor Filters,
ICIP95(I: 33-36).
IEEE DOI 9510
BibRef

Namuduri, K.R., Mehrotra, R., Ranganathan, N.,
Efficient Computation of Gabor Filter Based Multiresolution Responses,
PR(27), No. 7, July 1994, pp. 925-938.
WWW Link. BibRef 9407

Ben-Arie, J., Rao, K.R.,
Nonorthogonal Representation of Signals by Gaussians and Gabor Functions,
CirSysII(42), No. 6, June 1995, pp. 402-413.
IEEE Top Reference. BibRef 9506

Yao, J.[Jie], Krolak, P., Steele, C.,
The generalized Gabor transform,
IP(4), No. 7, July 1995, pp. 978-988.
IEEE DOI 0402
BibRef

Ibrahim, A., Azimi-Sadjadi, M.R.,
A fast learning algorithm for Gabor transformation,
IP(5), No. 1, January 1996, pp. 171-175.
IEEE DOI 0402
BibRef

Buse, R.[Richard], Liu, Z.Q.[Zhi-Qiang], Caelli, T.M.[Terry M.], Buse, R., Liu, Z.Q., Caelli, T.M.,
Using Gabor Filters to Measure the Physical Parameters of Lines,
PR(29), No. 4, April 1996, pp. 615-625.
WWW Link. BibRef 9604

Redding, N.J., Newsam, G.N.,
Efficient Calculation of Finite Gabor Transforms,
TSP(44), No. 2, February 1996, pp. 190-200. BibRef 9602

Li, S.D., Healy, D.M.,
A Parametric Class of Discrete Gabor Expansions,
TSP(44), No. 2, February 1996, pp. 201-211. BibRef 9602

Bastiaans, M.J., Geilen, M.C.W.,
On the Discrete Gabor Transform and the Discrete Zak Transform,
SP(49), No. 3, March 1996, pp. 151-166. 9607
BibRef

Lee, T.S.[Tai Sing],
Image Representation Using 2D Gabor Wavelets,
PAMI(18), No. 10, October 1996, pp. 959-971.
IEEE DOI 9611
BibRef

Chen, C.C., Chen, D.C.,
Multi-resolutional Gabor Filter in Texture Analysis,
PRL(17), No. 10, September 2 1996, pp. 1069-1076. Gabor Filter. BibRef 9609

Fredericksen, R.E., Bex, P.J., Verstraten, F.A.J.,
How Big Is a Gabor Patch, and Why Should We Care,
JOSA-A(14), No. 1, January 1997, pp. 1-12. BibRef 9701
And: Correction: JOSA-A(15), No. 7, July 1998, pp. 1959. 9701
BibRef

Lu, Y.H., Morris, J.M., Feichtinger, H.G.,
On a Complementary Condition to Derivation of Discrete Gabor Expansions,
SPLetters(4), No. 1, January 1997, pp. 12-14.
IEEE Top Reference. 9702
BibRef

Jain, A.K.[Anil K.], Ratha, N.K.[Nalini K.], Lakshmanan, S.[Sridhar],
Object Detection Using Gabor Filters,
PR(30), No. 2, February 1997, pp. 295-309.
WWW Link. 9704
BibRef

Lu, C., Joshi, S.C., Morris, J.M.,
Parallel Lattice Structure of Block Time-Recursive Generalized Gabor Transforms,
SP(57), No. 2, March 1997, pp. 195-203. 9705
BibRef

Chinen, T.T., Reed, T.R.,
A Performance Analysis of Fast Gabor Transform Methods,
GMIP(59), No. 3, May 1997, pp. 117-127. 9708
BibRef

Xue, J., Yuan, B.Z.,
A Novel-Approach to the Optimal Biorthogonal Analysis Window Sequence of the Discrete Gabor Expansion,
SP(63), No. 1, November 1997, pp. 65-72. 9801
BibRef

Nestares, O., Navarro, R., Portilla, J., Tabernero, A.,
Efficient Spatial Domain Implementation of a Multiscale Image Representation Based on Gabor Functions,
JEI(7), No. 1, January 1998, pp. 166-173. 9807
BibRef

Wexler, J., Raz, S.,
Discrete Gabor expansions,
SP(21), No. 3, 1990, pp. 207-220. BibRef 9000

Yao, W.[Wei], He, A.[Anzhi],
Application of Gabor transformation to the two-dimensional projection extraction in interferometric tomography,
JOSA-A(16), No. 2, February 1999, pp. 258-263. BibRef 9902

Qiu, S.G.[Si-Gang], Zhou, F.[Feng], Crandall, P.E.[Phyllis E.],
Discrete Gabor transforms with complexity O(NlogN),
SP(77), No. 2, 1 September 1999, pp. 159-170. BibRef 9909

Weber, D.M., Casasent, D.P.,
Quadratic Gabor filters for object detection,
IP(10), No. 2, February 2001, pp. 218-230.
IEEE DOI 0104
BibRef

Yu, W.C.[Wei-Chuan], Sommer, G.[Gerald], Daniilidis, K.[Kostas], Duncan, J.S.[James S.],
Using skew Gabor filter in source signal separation and local spectral orientation analysis,
IVC(23), No. 4, 1 April 2005, pp. 377-392.
WWW Link. 0501
BibRef

Yu, W.C.[Wei-Chuan], Sommer, G.[Gerald], Daniilidis, K.[Kostas],
Using skew Gabor filter in source signal separation and local spectral multi-orientation analysis,
CVPR04(I: 462-469).
IEEE DOI 0408
BibRef

Xu, Q.[Qing], Yang, J.[Jie], Ding, S.[Siyi],
Color texture analysis using the wavelet-based hidden Markov model,
PRL(26), No. 11, August 2005, pp. 1710-1719.
WWW Link. 0506
BibRef

Bernardino, A.[Alexandre], Santos-Victor, J.[José],
Fast IIR Isotropic 2-D Complex Gabor Filters With Boundary Initialization,
IP(15), No. 11, November 2006, pp. 3338-3348.
IEEE DOI 0610
BibRef

Moreno, P.[Plinio], Bernardino, A.[Alexandre], Santos-Victor, J.[José],
Improving the SIFT descriptor with smooth derivative filters,
PRL(30), No. 1, 1 January 2009, pp. 18-26.
WWW Link. 0811
BibRef
Earlier:
Model Based Selection and Classification of Local Features for Recognition Using Gabor Filters,
ICIAR06(II: 181-192).
Springer DOI 0610
BibRef
Earlier:
Gabor Parameter Selection for Local Feature Detection,
IbPRIA05(I:11).
Springer DOI 0509
Gabor filters; SIFT; Local features; Invariant descriptors; Point matching; Object recognition See also Feature Selection for Tracker-Less Human Activity Recognition. BibRef

Fischer, S.[Sylvain], Cristóbal, G.[Gabriel], Redondo, R.[Rafael],
Sparse Overcomplete Gabor Wavelet Representation Based on Local Competitions,
IP(15), No. 2, February 2006, pp. 265-272.
IEEE DOI 0602
BibRef
Earlier:
Sparse Edge Coding Using Overcomplete Gabor Wavelets,
ICIP05(I: 85-88).
IEEE DOI 0512
BibRef

Fischer, S.[Sylvain], Šroubek, F.[Filip], Perrinet, L.[Laurent], Redondo, R.[Rafael], Cristóbal, G.[Gabriel],
Self-Invertible 2D Log-Gabor Wavelets,
IJCV(75), No. 2, November 2007, pp. 231-246.
Springer DOI 0710
Using clues from HVS. BibRef

Fischer, S.[Sylvain], Cristóbal, G.[Gabriel],
Minimum entropy transform using Gabor wavelets for image compression,
CIAP01(428-433).
WWW Link. 0210
BibRef

Fischer, S., Bigün, J.,
Texture Boundary Tracking with Gabor Phase,
SCIA95(877-884). BibRef 9500

Bianconi, F.[Francesco], Fernandez, A.[Antonio],
Evaluation of the effects of Gabor filter parameters on texture classification,
PR(40), No. 12, December 2007, pp. 3325-3335.
WWW Link. 0709
Gabor filters; Texture classification; Design of experiments BibRef

Ilonen, J.[Jarmo], Kamarainen, J.K.[Joni-Kristian], Paalanen, P., Hamouz, M., Kittler, J.V., Kalviainen, H.[Heikki],
Image Feature Localization by Multiple Hypothesis Testing of Gabor Features,
IP(17), No. 3, March 2008, pp. 311-325.
IEEE DOI 0802
BibRef

Kamarainen, J.K.[Joni-Kristian],
Gabor features in image analysis,
IPTA12(13-14)
IEEE DOI 1503
Gabor filters BibRef

Ilonen, J.[Jarmo], Kamarainen, J.K.[Joni-Kristian], Kalviainen, H.[Heikki],
Fast extraction of multi-resolution Gabor features,
CIAP07(481-486).
IEEE DOI 0709
BibRef

Huang, K.[Ke], Aviyente, S.,
Wavelet Feature Selection for Image Classification,
IP(17), No. 9, September 2008, pp. 1709-1720.
IEEE DOI 0810
BibRef
Earlier:
Rotation Invariant Texture Classification with Ridgelet Transform and Fourier Transform,
ICIP06(2141-2144).
IEEE DOI 0610
BibRef
Earlier:
Statistical Partitioning of Wavelet Subbands for Texture Classification,
ICIP05(I: 441-444).
IEEE DOI 0512
BibRef

Tao, L.[Liang], Kwan, H.K.[Hon Keung],
Fast Parallel Approach for 2-D DHT-Based Real-Valued Discrete Gabor Transform,
IP(18), No. 12, December 2009, pp. 2790-2796.
IEEE DOI 0912
BibRef

Tao, L.[Liang], Kwan, H.K.[Hon Keung],
Multirate-Based Fast Parallel Algorithms for 2-D DHT-Based Real-Valued Discrete Gabor Transform,
IP(21), No. 7, July 2012, pp. 3306-3311.
IEEE DOI 1206
BibRef

Onizawa, N., Katagiri, D., Matsumiya, K., Gross, W.J., Hanyu, T.,
Gabor Filter Based on Stochastic Computation,
SPLetters(22), No. 9, September 2015, pp. 1224-1228.
IEEE DOI 1503
CMOS integrated circuits BibRef

Hadizadeh, H.[Hadi],
Multi-resolution local Gabor wavelets binary patterns for gray-scale texture description,
PRL(65), No. 1, 2015, pp. 163-169.
Elsevier DOI 1511
Texture classification BibRef


Amayeh, G.[Gholamreza], Tavakkoli, A.[Alireza], Bebis, G.N.[George N.],
Accurate and Efficient Computation of Gabor Features in Real-Time Applications,
ISVC09(I: 243-252).
Springer DOI 0911
BibRef

Kong, A.W.K.[Adams Wai-Kin],
An Analysis of Gabor Detection,
ICIAR09(64-72).
Springer DOI 0907
BibRef

Mittelman, R., Porat, M.,
A New Approach to Feature Exatraction for Wavelet-Based Texture Classification,
ICIP05(III: 1128-1131).
IEEE DOI 0512
BibRef

Mourougaya, F., Carre, P., Fernandez Maloigne, C.,
Wavelet-based Texture Features: A New Method for Sub-band Characterization,
ICIP05(I: 445-448).
IEEE DOI 0512
BibRef

Rivero-Moreno, C.J., Bres, S.,
Texture feature extraction and indexing by hermite filters,
ICPR04(I: 684-687).
IEEE DOI 0409
BibRef

Bhagavathy, S., Tesic, J., Manjunath, B.S.,
On the Rayleigh nature of Gabor filter outputs,
ICIP03(III: 745-748).
IEEE DOI 0312
BibRef

Rivero-Moreno, C.J.[Carlos Joel], Bres, S.[Stéphane],
Conditions of Similarity between Hermite and Gabor Filters as Models of the Human Visual System,
CAIP03(762-769).
Springer DOI 0311
BibRef

Thiem, J., Hartmann, G.,
Biology-inspired Design of Digital Gabor Filters Upon a Hexagonal Sampling Scheme,
ICPR00(Vol III: 445-448).
IEEE DOI 0009
BibRef

Walter, J., Arnrich, B.,
Gabor Filters for Object Localization and Robot Grasping,
ICPR00(Vol IV: 124-127).
IEEE DOI 0009
BibRef

Young, I.T., van Vliet, L.J., van Ginkel, M.,
Recursive Gabor Filtering,
ICPR00(Vol III: 338-341).
IEEE DOI 0009
BibRef

Shi, B.E.[Bertram E.],
Real-time Gabor-type Filtering Using Analog Focal Plane Image Processors,
CVPR99(I: 507-513).
IEEE DOI BibRef 9900

Bigün, J.,
Speed, frequency, and orientation tuned 3-D Gabor filter banks and their design,
ICPR94(C:184-187).
IEEE DOI 9410
BibRef

Feichtinger, H.G.[Hans G.], Prinz, P., Kozek, W.,
Gabor Systems with Good TF-Localization and Applications to Image Processing,
ICIP96(I: 249-252).
IEEE DOI BibRef 9600

Zibulski, M., Zeevi, Y.,
Signal- and Image-Component Separation by a Multi-Window Gabor-Type Scheme,
ICPR96(II: 835-839).
IEEE DOI 9608
(Technion, IL) BibRef

Yamada, K.[Keiji],
Gabor Feature Stabilities for Basic Image Transformations,
BMVC94(xx-yy).
PDF File. 9409
BibRef

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Feature, Object, Blob Detection and Spot Detection Systems .


Last update:Dec 15, 2017 at 20:32:53