7.11 Transforms for Texture -- Fourier

Lendaris, G.G., Stanley, G.L.,
Diffraction-Pattern Sampling for Automatic Pattern Recognition,
PIEEE(58), No. 2, February 1970, pp. 198-216. Fourier Descriptors. Angular and radial filters for Fourier Textures. BibRef 7002

Dyer, C.R., Rosenfeld, A.,
Fourier Texture Features: Suppression of Aperture Effects,
SMC(6), 1976, pp. 703-705. BibRef 7600
And: UMD-CS-TR-391, ENG74-22006, July 1975. BibRef

Brody, R.H., Ermlich, J.R.,
Fourier Analysis of Aerial Photographs,
RSE66(375-392). BibRef 6600

Tanimoto, S.L.,
An Optimal Algorithm for Computing Fourier Texture Descriptors,
TC(27), No. 1, January 1978, pp. 81-84. BibRef 7801

Tanimoto, S.L.,
Rapid Computation of Fourier Texture Descriptors,
IJCAI77(707). BibRef 7700

Eklundh, J.O.,
On the Use of Fourier Phase Features for Texture Discrimination,
CGIP(9), No. 2, February 1979, pp. 199-201.
Elsevier DOI Fourier features based on the phase rather than the amplitude do not seem to be useful for texture classification. BibRef 7902

Hernigan, M.E., d'Astous, F.,
Entropy-Based Texture Analysis in the Spatial Frequency Domain,
PAMI(6), No. 2, March 1984, pp. 237-243. BibRef 8403

Goresnic, C., Rotman, S.R.,
Texture Classification Using the Cortex Transform,
GMIP(54), No. 4, July 1992, pp. 329-339. BibRef 9207

Lee, J.K.[James K.], Kabrisky, M.[Matthew], Oxley, M.E.[Mark E.], Rogers, S.K.[Steven K.], Ruck, D.W.[Dennis W.],
The complex cepstrum applied to two-dimensional images,
PR(26), No. 10, October 1993, pp. 1579-1592.
Elsevier DOI 0401
BibRef

Fioravanti, S., Fioravanti, R., de Natale, F.G.B., Marik, R., Mirmehdi, M., Kittler, J.V., Petrou, M.,
Spectral and Rank Order Approaches to Texture Analysis,
ETT(6), No. 3, 1995, pp. 287-300. Spectral. Morphology. BibRef 9500

Tan, T.N.,
Texture Edge-Detection by Modeling Visual Cortical Channels,
PR(28), No. 9, September 1995, pp. 1283-1298.
Elsevier DOI BibRef 9509

Day, D.D., Rogers, D.,
Fourier-Based Texture Measures with Application to the Analysis of the Cell Structure of Baked Products,
DSP(6), No. 3, July 1996, pp. 138-144. 9609
BibRef

He, D.C.[Dong-Chen], Wang, L.[Li],
Unsupervised Textural Classification of Images Using the Texture Spectrum,
PR(25), No. 3, March 1992, pp. 247-255.
Elsevier DOI BibRef 9203

Wang, L.[Li], He, D.C.[Dong-Chen],
Texture Classification Using Texture Spectrum,
PR(23), No. 8, 1990, pp. 905-910.
Elsevier DOI BibRef 9000

He, D.C.[Dong-Chen], Wang, L.[Li],
Texture Features Based On Texture Spectrum,
PR(24), No. 5, 1991, pp. 391-399.
Elsevier DOI BibRef 9100

Solo, V.,
Modeling of Two-Dimensional Random Fields by Parametric Cepstrum,
IT(32), 1986, pp. 743-750. BibRef 8600

Sharma, G., Chellappa, R.,
Two-Dimensional Spectrum Estimation Using Noncausal Autoregressive Models,
IT(32), March 1986, pp. 268-275. BibRef 8603

Soltanian-Zadeh, H., Windham, J.P., Peck, D.J.,
Optimal Linear Transformation for MRI Feature Extraction,
MedImg(15), No. 6, December 1996, pp. 749-767.
IEEE Top Reference. 0203
BibRef
And: MMBIA96(BAYESIAN ANALYSIS) BibRef

Azencott, R., Wang, J.P., Younes, L.,
Texture Classification Using Windowed Fourier Filters,
PAMI(19), No. 2, February 1997, pp. 148-153.
IEEE DOI 9703
Definition of a distance measure for using these filters. BibRef

Amidror, I., Hersch, R.D.,
Fourier Based Analysis and Synthesis of Moires in the Superposition of Geometrically Transformed Periodic Structures,
JOSA-A(15), No. 5, May 1998, pp. 1100-1113. 9805
BibRef

Katkovnik, V., Stankovic, L.,
Periodogram with Varying and Data Driven Window Length,
SP(67), No. 3, June 1998, pp. 345-358. 9808
BibRef

Arof, H., Deravi, F.,
Circular Neighborhood and 1-D DFT Features for Texture Classification and Segmentation,
VISP(145), No. 3, June 1998, pp. 167-172. 9808
BibRef

Taur, J.S., Tao, C.W.,
Texture Classification Using a Fuzzy Texture Spectrum and Neural Networks,
JEI(7), No. 1, January 1998, pp. 29-35. 9807
BibRef

Wen, C.Y.[Che-Yen], Acharya, R.,
Self-Similar Texture Characterization Using a Fourier Domain Maximum Likelihood Estimation Method,
PRL(19), No. 8, June 1998, pp. 735-739. 9808
Fractals. BibRef
Earlier:
Fractal Analysis of Self-Similar Textures Using a Fourier-Domain Maximum Likelihood Estimation Method,
ICIP96(I: 165-168).
IEEE DOI BibRef
And:
Self-Similar Texture Characterization Using Wigner-Ville Distribution,
ICIP96(III: 141-144).
IEEE DOI BibRef

Yoshida, Y., Wu, Y.,
Classification of Rotated and Scaled Textured Images Using Invariants Based on Spectral Moments,
IEICE(E81-A), No. 8, August 1998, pp. 1661-1666. 9809
BibRef

Balghonaim, A.S., Keller, J.M.,
A Maximum-Likelihood Estimate For 2-Variable Fractal Surface,
IP(7), No. 12, December 1998, pp. 1746-1753.
IEEE DOI 9812
BibRef

Tang, X.[Xiaoou], Stewart, W.K.[W. Kenneth],
Optical and Sonar Image Classification: Wavelet Packet Transform vs Fourier Transform,
CVIU(79), No. 1, July 2000, pp. 25-46.
DOI Link 0006
BibRef

Frye, R.E.[Richard E.], Ledley, R.S.[Robert S.],
Texture discrimination using discrete cosine transformation shift-insensitive (DCTSIS) descriptors,
PR(33), No. 10, October 2000, pp. 1585-1598.
Elsevier DOI 0006
BibRef

Turski, J.[Jacek],
Projective Fourier analysis for patterns,
PR(33), No. 12, December 2000, pp. 2033-2043.
Elsevier DOI 0008
BibRef

Ping, Z.L.[Zi-Liang], Wu, R.G.[Ri-Geng], Sheng, Y.L.[Yun-Long],
Image description with Chebyshev-Fourier moments,
JOSA-A(19), No. 9, September 2002, pp. 1748-1754.
DOI Link 0210
BibRef

Liu, X.W.[Xiu-Wen], Wang, D.L.[De-Liang],
Texture classification using spectral histograms,
IP(12), No. 6, June 2003, pp. 661-670.
IEEE DOI 0307
BibRef

Huang, Y.[Yong], Chan, K.L.[Kap Luk],
Texture Decomposition by Harmonics Extraction From Higher Order Statistics,
IP(13), No. 1, January 2004, pp. 1-14.
IEEE DOI 0402
BibRef

Huang, Y.[Yong], Chan, K.L.[Kap Luk], Huang, Z.Y.[Zhong-Yang],
Harmonics Extraction Based on Higher Order Statistics Spectrum Decomposition for A Unified Texture Model,
ICCV01(II: 245-250).
IEEE DOI 0106
BibRef

Huang, Z.Y.[Zhong-Yang], Chan, K.L.[Kap Luk], Huang, Y.[Yong],
Local Spectra Features Extraction Based-on 2d Pseudo-wigner Distribution for Texture Analysis,
ICPR00(Vol III: 913-916).
IEEE DOI 0009
BibRef
And: ICIP00(Vol III: 917-920).
IEEE DOI 0008
BibRef

Jalba, A.C.[Andrei C.], Wilkinson, M.H.F.[Michael H.F.], Roerdink, J.B.T.M.[Jos B.T.M.],
Morphological hat-transform scale spaces and their use in pattern classification,
PR(37), No. 5, May 2004, pp. 901-915.
Elsevier DOI 0405
BibRef
Earlier: A1, A3, A2:
Morphological hat-transform scale spaces and their use in texture classification,
ICIP03(I: 329-332).
IEEE DOI 0312
BibRef

Cui, P.L.[Pei-Ling], Li, J.H.[Jun-Hong], Pan, Q.[Quan], Zhang, H.C.[Hong-Cai],
Rotation and scaling invariant texture classification based on Radon transform and multiscale analysis,
PRL(27), No. 5, 1 April 2006, pp. 408-413.
Elsevier DOI Texture classification; Radon transform; Invariant; Wavelet transform 0604
BibRef

Dosil, R.[Raquel], Fdez Vidal, X.R.[Xosé R.], Pardo, X.M.[Xosé M.],
Distances between frequency features for 3D visual pattern partitioning,
PRL(27), No. 10, 15 July 2006, pp. 1127-1141.
Elsevier DOI 0606
BibRef
Earlier:
Dissimilarity Measures for Visual Pattern Partitioning,
IbPRIA05(II:287).
Springer DOI 0509
BibRef
Earlier:
Multiresolution Approach to 'Visual Pattern' Partitioning of 3D Images,
ICIAR04(I: 655-663).
Springer DOI 0409
Low level feature extraction; Visual pattern partitioning; Multiresolution analysis; Image dissimilarity estimation. Visual pattern: feature with frequency components in a range of bands, aligned in phase.
See also Motion representation using composite energy features. BibRef

Hejazi, M.R.[Mahmoud R.], Ho, Y.S.[Yo-Sung],
An efficient approach to texture-based image retrieval,
IJIST(17), No. 5, 2007, pp. 295-302.
DOI Link 0802
BibRef
Earlier:
A Hierarchical Approach to Rotation-Invariant Texture Feature Extraction Based on Radon Transform Parameters,
ICIP06(1469-1472).
IEEE DOI 0610
BibRef

Liu, G.C.[Guang-Can], Lin, Z.C.[Zhou-Chen], Yu, Y.[Yong],
Radon Representation-Based Feature Descriptor for Texture Classification,
IP(18), No. 5, May 2009, pp. 921-928.
IEEE DOI 0904
BibRef

Ren, X.[Xiang], Lin, Z.C.[Zhou-Chen],
Linearized Alternating Direction Method with Adaptive Penalty and Warm Starts for Fast Solving Transform Invariant Low-Rank Textures,
IJCV(104), No. 1, August 2013, pp. 1-14.
WWW Link. 1307

See also Rectification of Optical Characters as Transform Invariant Low-Rank Textures. BibRef

Zhang, X.[Xin], Lin, Z.C.[Zhou-Chen], Sun, F.C.[Fu-Chun], Ma, Y.[Yi],
Transform invariant text extraction,
VC(30), No. 4, April 2014, pp. 401-415.
WWW Link. 1404
BibRef
Earlier:
Rectification of Optical Characters as Transform Invariant Low-Rank Textures,
ICDAR13(393-397)
IEEE DOI 1312
image texture
See also Linearized Alternating Direction Method with Adaptive Penalty and Warm Starts for Fast Solving Transform Invariant Low-Rank Textures. BibRef

Zhang, X.[Xin], Sun, F.C.[Fu-Chun],
Multiple Geometry Transform Estimation from Single Camera-Captured Text Image,
ICDAR13(538-542)
IEEE DOI 1312
cameras BibRef

Vyas, V.S.[Vibha S.], Rege, P.P.[Priti P.],
Geometric Transform Invariant Texture Analysis with Modified Chebyshev Moments Based Algorithm,
IJIG(9), No. 4, October 2009, pp. 559-574.
DOI Link 0911
BibRef

Jalil, A., Cheema, T.A., Manzar, M.A., Qureshi, I.M.,
Rotation and gray-scale-invariant texture analysis using radon and differential radon transforms based hidden Markov models,
IET-IPR(4), No. 1, February 2010, pp. 42-48.
DOI Link 1002
BibRef

Maani, R.[Rouzbeh], Kalra, S.[Sanjay], Yang, Y.H.[Yee-Hong],
Noise robust rotation invariant features for texture classification,
PR(46), No. 8, August 2013, pp. 2103-2116.
Elsevier DOI 1304
Texture classification; Noise robust; Rotation invariant; Local frequency descriptors; Local binary patterns; FFT BibRef

Maani, R.[Rouzbeh], Kalra, S.[Sanjay], Yang, Y.H.[Yee-Hong],
Rotation Invariant Local Frequency Descriptors for Texture Classification,
IP(22), No. 6, 2013, pp. 2409-2419.
IEEE DOI 1307
Fourier transforms; texture classification BibRef

Maani, R.[Rouzbeh], Kalra, S.[Sanjay], Yang, Y.H.[Yee-Hong],
Robust Volumetric Texture Classification of Magnetic Resonance Images of the Brain Using Local Frequency Descriptor,
IP(23), No. 10, October 2014, pp. 4625-4636.
IEEE DOI 1410
Image edge detection BibRef

Maani, R.[Rouzbeh], Kalra, S.[Sanjay], Yang, Y.H.[Yee-Hong],
Robust Edge Aware Descriptor for Image Matching,
ACCV14(I: 553-568).
Springer DOI 1504
BibRef

Li, C.R.[Chao-Rong], Li, J.P.[Jian-Ping], Gao, D.P.[Da-Peng], Fu, B.[Bo],
Rapid-transform based rotation invariant descriptor for texture classification under non-ideal conditions,
PR(47), No. 1, 2014, pp. 313-325.
Elsevier DOI 1310
Texture classification BibRef

Rajeesh, J., Moni, R.S., Kumar, S.S.,
Performance analysis of wave atom transform in texture classification,
SIViP(8), No. 5, July 2014, pp. 923-930.
WWW Link. 1407
BibRef

Cheng, C.H.[Chun Hing], Pradhan, P.M., Mitchell, J.R.,
Incorporating approximate rotational invariance into two-dimensional S-transform,
IET-IPR(9), No. 7, 2015, pp. 535-544.
DOI Link 1506
image texture. space-frequency representation that provides the local spectrum at each pixel in an image BibRef

Andersson, F.[Fredrik], de Hoop, M.V.[Maarten V.], Wendt, H.[Herwig],
Multiscale Reverse-Time-Migration-Type Imaging Using the Dyadic Parabolic Decomposition of Phase Space,
SIIMS(8), No. 4, 2015, pp. 2383-2411.
DOI Link 1601
BibRef

di Ruberto, C.[Cecilia],
Histogram of Radon transform and texton matrix for texture analysis and classification,
IET-IPR(11), No. 9, September 2017, pp. 760-766.
DOI Link 1709
BibRef

Xiong, K.[Kui], Wang, S.Y.[Shi-Yuan],
The Online Random Fourier Features Conjugate Gradient Algorithm,
SPLetters(26), No. 5, May 2019, pp. 740-744.
IEEE DOI 1905
adaptive filters, gradient methods, mean square error methods, Monte Carlo methods, time series, short-term chaotic time-series prediction BibRef

Chen, T.[Tao], Wang, S.Y.[Shi-Yuan],
An Efficient Nonlinear Dichotomous Coordinate Descent Adaptive Algorithm Based on Random Fourier Features,
SPLetters(27), 2020, pp. 1804-1808.
IEEE DOI 2011
Signal processing algorithms, Kernel, Mathematical model, Computational complexity, Convergence, Optimization, dichotomous coordinate descent BibRef

Yang, H.Y.[Hong-Ying], Qi, S.R.[Shu-Ren], Wang, C.[Chao], Yang, S.B.[Si-Bo], Wang, X.Y.[Xiang-Yang],
Image analysis by log-polar Exponent-Fourier moments,
PR(101), 2020, pp. 107177.
Elsevier DOI 2003
Exponent-Fourier moments, Log-polar coordinates, Pseudo-polar Fourier transform, Scaling and rotation-invariant BibRef

Buchholz, T.O.[Tim-Oliver], Jug, F.[Florian],
Fourier Image Transformer,
CVMI22(1845-1853)
IEEE DOI 2210
Image resolution, Image coding, Computed tomography, Image representation, Transformers BibRef

Zhang, K., Chen, H., Wang, Y., Ji, X., Kuo, C.C.J.[C. C. Jay],
Texture Analysis Via Hierarchical Spatial-Spectral Correlation (HSSC),
ICIP19(4419-4423)
IEEE DOI 1910
Texture analysis, texture classification, spatial-spectral transform, spatial-spectral correlation, neural-network-inspired image transform BibRef

Hu, X., Ensor, A.,
Fourier Spectrum Image Texture Analysis,
IVCNZ18(1-6)
IEEE DOI 1902
Image edge detection, Fourier transforms, Frequency-domain analysis, Pattern formation, Testing BibRef

Wang, X., Yu, K., Dong, C., Change Loy, C.,
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform,
CVPR18(606-615)
IEEE DOI 1812
Semantics, Image segmentation, Image resolution, Modulation, Visualization, Training, Transforms BibRef

Song, Y., Zhang, F., Li, Q., Huang, H., O'Donnell, L.J., Cai, W.,
Locally-Transferred Fisher Vectors for Texture Classification,
ICCV17(4922-4930)
IEEE DOI 1802
feature extraction, image classification, image representation, image texture, Transforms BibRef

Dong, X., Gao, Y., Dong, J., Chantier, M.J.,
The Importance of Phase to Texture Similarity,
CogCV17(2758-2766)
IEEE DOI 1802
Feature extraction, Fourier transforms, Higher order statistics, Matrix decomposition, Observers BibRef

Rouis, K., Jaballah, S., Ben Abdallah, F., Tahar, J.B.H.,
UDCT complex coefficient statistics based rotation invariant texture characterization,
VCIP14(430-433)
IEEE DOI 1504
Gaussian distribution BibRef

Mavridou, E.[Evanthia], Hoang, M.D.[Manh-Dung], Crowley, J.L.[James L.], Lux, A.[Augustin],
Scale Normalized Radial Fourier Transform as a Robust Image Descriptor,
ICPR14(3993-3998)
IEEE DOI 1412
Detectors BibRef

Jundang, N.[Nattapong], Srisuk, S.[Sanun],
Rotation Invariant Texture Recognition Using Discriminant Feature Transform,
ISVC12(II: 440-447).
Springer DOI 1209
BibRef

Liao, S.[Shu], Chung, A.C.S.[Albert C.S.],
A new subspace learning method in Fourier domain for texture classification,
ICIP10(4589-4592).
IEEE DOI 1009
BibRef

Tirat-Gefen, Y.G.,
Nonlinear 3D and 2D Transforms for Image Processing and Surveillance,
AIPR06(23-23).
IEEE DOI 0610
Hilbert-Huang. Address issues of Fourier and Wavelet. BibRef

Ursani, A.A.[Ahsan Ahmad], Kpalma, K.[Kidiyo], Ronsin, J.[Joseph],
Texture features based on Fourier transform and Gabor filters: an empirical comparison,
ICMV07(67-72).
IEEE DOI 0712
BibRef

El Ansari, M., Aksasse, B., Berthoumleu, Y., Nafim, M.,
Robust high resolution image spectral analysis,
ICIP02(II: 805-808).
IEEE DOI 0210
BibRef

Carcassoni, M., Ribeiro, E., Hancock, E.R.,
Texture Recognition through Modal Analysis of Spectral Peak Patterns,
ICPR02(I: 243-246).
IEEE DOI 0211
BibRef
And: Texture02(21-24). 0207
BibRef

Horikawa, Y.,
Invariant Noisy Texture Classification with Bispectrum-based Features from Projections,
ICIP01(II: 606-609).
IEEE DOI 0108
BibRef

Eom, K.,
Long-correlation Image Models for Textures with Circular and Elliptical Correlation Structures,
ICIP01(I: 197-200).
IEEE DOI 0108
BibRef

Zhou, F., Feng, J.F., Shi, Q.Y.,
Texture Feature Based on Local Fourier Transform,
ICIP01(II: 610-613).
IEEE DOI 0108
BibRef

Arof, H., Deravi, F.,
Concentric Circular Sampling for Texture Analysis,
ICIP97(III: 190-192).
IEEE DOI BibRef 9700

Arof, H., Deravi, F.,
1-D Fourier Transform Coefficients for Rotation Invariant Texture Segmentation,
BMVC96(Features, Segmentation). 9608
University of Wales BibRef

Kazantsev, I.G.[Ivan G.],
The Radon transform-based analysis of bidirectional structural textures,
CAIP97(162-166).
Springer DOI 9709
BibRef

Vautrot, P., Bonnet, N., Herbin, M.,
Comparative Study of Different Spatial/ Spatial-Frequency Methods (Gabor Filters, Wavelets, Wavelets Packets) for Texture Segmentation/Classification,
ICIP96(III: 145-148).
IEEE DOI 9610
BibRef

Swarnakar, V., Acharya, R.,
Texture analysis using multiresolution moments,
ICIP98(I: 49-52).
IEEE DOI 9810
BibRef

Swarnakar, V., Acharya, R., Le Blanc, A., Evans, H., Lin, C., Hausman, E., Shakeyor, L.,
Fractal Analysis of Bone Images,
MMBIA96(BAYESIAN ANALYSIS) BibRef 9600

Smith, J.R., Chang, S.F.[Shih-Fu],
Transform features for texture classification and discrimination in large image databases,
ICIP94(III: 407-411).
IEEE DOI 9411
BibRef

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Co-occurrence Matrix Description Methods .