Unsupervised texture classification and segmentation

Proceedings - WEC'05: 3rd World Enformatika Conference

Volumn 5, Issue , 2005, Pages 299-302

  Subramanyam Rallabandi, V P ^a   Sett, S K ^a  

^a DELHI TECHNOLOGICAL UNIVERSITY   (India)

Author keywords

Gaussian mixture model; Independent component analysis; Segmentation; Unsupervised classification

Indexed keywords

ALGORITHMS; STATISTICAL METHODS; TEXTURES;

DATA DENSITY; GAUSSIAN MIXTURE MODEL; UNSUPERVISED CLASSIFICATION;

IMAGE SEGMENTATION;

EID: 30844451016     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. R.W.Buccigrossi, E.P.Simoncelli, "Image compression via joint statistical characterisation in the wavelet domain," IEEE Trans. Image Processing, Vol.8, Dec. 1999, pp.1688-1701.
2. J.-F. Cardos, B.Laheld, "Equivariant adaptive source separation", IEEE. Trans. Signal Processing", Vol. 45, Feb. 1996, pp.434-444.
3. R.O.Duda and P.E. Hart, Pattern Classification and Scene Analysis. New York: Wiley, 1973.
4. Y.-W.Wang, Y.-F.Wang, Y. Xue, W.Gao, "A new algorithm for remotely sensed image classification and segmentation", GeoScience and Remote Sensing Symposium 2003, IGARSS'03 Proceedings, Vol.6, July 2003, pp.3534-3536.
5. Unser. M, "Texture classification and segmentation using wavelet frames," IEEE Trans. Image Processing., Vol.4, Issue 11, Nov. 1995,pp. 1549-1560.
6. Charalampidis.D, Kasparis.T, "Wavelet-based rotational invariant roughness features for texture classification and segmentation," IEEE Trans.Image Processing., Vol. 11, Issue 8, Aug. 2002, pp.825-837.
7. Kaplan L.M., "Extended fractal analysis for texture classification and segmentation", IEEE Trans. Image Processing, Vol.8, Issue 11, Nov 1999, pp.1572-1585.
8. Arof.H, Deravi.F, "Circular neighbourhood and 1-D DFT features for texture classification and segmentation," IEEE Proc. Vision, Image and Signal Processing, Vol.145, Issue 3, June 1998, pp.167-172.
9. Tan T.N., Constantinides A.G., "Texture analysis based on a human visual system", Acoustics, Speech and Signal Processing, ICASSP 90, 3-6, April, 1990, Vol.4, pp.2137-2140.
10. Lueng. M., Peterson A.M., "Multiple channel neural network model for texture classification and segmentation," Acoustics Speech and Signal Processing ICASSP 91, 14-17 April 1991, Vol.4,pp.2677-2680.
11. Mengyang Liao, J.Qin, Yanni Tan, "Texture classification and segmentation using autoregressive models," Computer-based Medical Systems, Fifth Annual IEEE Symposiums, 14-17 June, 1992, pp.398-401.
12. Patel D, Stonham .T.J.., "Texture image classification and segmentation using rank-order clustering," Pattern Recognition, Vol.3, Eleventh IAPR International Conference, 30 Aug-3 Sep, 1992, pp.92-95.
13. Jiang Wen, You Zhiseng, Li Hui, "Segment the metallograph images using Gabor filter", Speech, Image Processing and Neural Networks, Proceedings ISSIPNN'94, 1994 International Symposium, 13-16 Apr, 1994, Vol.1, pp.25-28.
14. Oja.E, Valkealathi .K, "Compressing higher-order co-occurrences for texture analysis using self-organising maps" in International Conference on Neural Networks.,27 Nov-1 Dec, 1995, Vol.2, pp. 11601164.
15. Gambotto.J, Gueguen.C, "A multidimensional modeling approach to texture classification and segmentation," Acoustics, Speech and Image Processing, IEEE Int. Conf. on ICASSP 79 Vol.4., pp. 962-966.
16. Arrowsmith.M.J., Varley.M.R., Picton. P.D., Heys. J.D., "Hybrid neural network system for texture analysis", Image Processing and its Applications 1999, Seventh International Conference (pub.No.465), 1315 July 1999,Vol..1, pp.339-343.
17. Claude.I, Smolarz.Z.A, "A new textured image segmentation algorithm by autoregressive modeling and multiscale block classification", Image Processing and its Applications 1997, Sixth.International Conference, 14-17 July 1997, Vol.2, pp. 586-590.