Bayesian texture classification and retrieval based on multiscale feature vector

Pattern Recognition Letters

Volumn 32, Issue 2, 2011, Pages 159-167

  Celik, Turgay ^a   Tjahjadi, Tardi ^a  

^a UNIVERSITY OF WARWICK   (United Kingdom)

Author keywords

Bayesian classification; Dual tree complex wavelet transform; Multiscale analysis; Parzen window estimate; Texture classification; Texture retrieval

Indexed keywords

BAYESIAN CLASSIFICATION; DUAL-TREE COMPLEX WAVELET TRANSFORM; MULTI SCALE ANALYSIS; PARZEN-WINDOW ESTIMATE; TEXTURE CLASSIFICATION; TEXTURE RETRIEVAL;

BAYESIAN NETWORKS; CLASSIFIERS; COMPUTATIONAL EFFICIENCY; IMAGE PROCESSING; IMAGE RETRIEVAL; PARTIAL DISCHARGES; PRINCIPAL COMPONENT ANALYSIS; PROBABILITY DENSITY FUNCTION; VECTORS; WAVELET TRANSFORMS;

TEXTURES;

EID: 78049518769     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2010.10.003     Document Type: Article

References (24)

1. S. Arivazhagan, and L. Ganesan Texture classification using wavelet transform Pattern Recognition Lett. 24 2003 1513 1521 (Pubitemid 36225856)
2. S. Arivazhagan, and L. Ganesan Texture segmentation using wavelet transform Pattern Recognition Lett. 24 2003 3197 3203 (Pubitemid 37293346)
3. S. Arivazhagan, L. Ganesan, and T.S. Kumar Texture classification using ridgelet transform Pattern Recognition Lett. 27 16 2006 1875 1883
4. S. Arivazhagan, L. Ganesan, and S. Priyal Texture classification using Gabor wavelets based rotation invariant features Pattern Recognition Lett. 27 16 2006 1976 1982
5. P. Brodatz Textures: A Photographic Album for Artists and Designers 1966 Dover New York, USA
6. T. Celik, and T. Tjahjadi Multiscale texture classification using dual-tree complex wavelet transform Pattern Recognition Lett. 30 3 2009 331 339
7. J.G. Daugman Two-dimensional spectral analysis of cortical receptive field profiles Vision Res. 20 10 1980 847 856
8. M. Do, and M. Vetterli Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance IEEE Trans. Image Process. 11 2 2002 146 158
9. R.O. Duda, P.E. Hart, and D.G. Stork Pattern Classification second ed. 2000 Wiley-Interscience
10. Faugeras, O; 1978. Texture analysis and classification using a human visual model. In: Proc. IEEE Internat. Conf. on Pattern Recognition, pp. 549-552.
11. K. Fukunaga, and R. Hayes The reduced Parzen classifier IEEE Trans. Pattern Anal. Machine Intell. 11 4 1989 423 425
12. R.C. Gonzalez, and R.E. Woods Digital Image Processing third ed. 2006 Prentice-Hall, Inc. Upper Saddle River, NJ, USA
13. R.M. Haralick, K. Shanmugam, and I. Dinstein Textural features for image classification IEEE Trans. Systems Man Cybernet. 3 6 1973 610 621
14. P. Hiremath, and S. Shivashankar Wavelet based co-occurrence histogram features for texture classification with an application to script identification in a document image Pattern Recognition Lett. 29 2008 1182 1189
15. A. Jain, and F. Farrokhnia Unsupervised texture segmentation using Gabor filters Pattern Recognition 24 12 1991 1167 1186
16. A. Jain, and K. Karu Learning texture-discrimination masks IEEE Trans. Pattern Anal. Machine Intell. 18 2 1996 195 205
17. S. Kim, and T. Kang Texture classification and segmentation using wavelet packet frame and Gaussian mixture model Pattern Recognition 40 2007 1207 1221
18. B.Y.N. Kingsbury Image processing with complex wavelets Philos. Trans. Roy. Soc. London A 357 1999 2543 2560
19. R. Kohavi, and F. Provost Glossary of Terms vol. 30 1998 Kluwer Academic Publishers Hingham, MA, USA
20. M. Kokare, P. Biswas, and B. Chatterji Texture image retrieval using rotated wavelet filters Pattern Recognition Lett. 28 2007 1240 1249
21. MITVisTex, 1998. Vision texture database. Available from: .
22. K. Muneeswarana, L. Ganesanb, S. Arumugamc, and K. Soundara Texture classification with combined rotation and scale invariant wavelet features Pattern Recognition 38 2005 1495 1506
23. Smith, J.R; Chang, S.-F; 1996. Tools and techniques for color image retrieval. In: IS&T/SPIE Symp. Electron. Imaging: Sci. Technol.-Storage Retrieval Image Video Databases IV, vol. 2670, San Jose, CA.
24. G. Wouwer, P. Scheunders, and D. Dyck Statistical texture characterization from discrete wavelet representations IEEE Trans. Image Process. 8 4 1999 592 598