Research Journal of Applied Sciences

Year: 2012
Volume: 7
Issue: 5
Page No. 258 - 265

Adaptive Color Texture Image Segmentation Using α-Cut Implemented Interval Type-2 Fuzzy C-Means

Authors : P. Murugeswari and D. Manimegalai

References

Chuang, K.S., H.L. Tzeng, S. Chen, J. Wu and T.J. Chen, 2006. Fuzzy c-means clustering with spatial information for image segmentation. Comput. Med. Imaging Graph., 30: 9-15.
PubMed  |  

Du, R. and H.J. Lee, 2009. A modified-FCM segmentation algorithm for brain MR images. Proceedings of the International Conference on Hybrid Information Technology, August 27-29, 2009, Daejeon, Korea -.

Fan, J.L., W.Z. Zhen and W.X. Xie, 2003. Suppressed fuzzy c-means clustering algorithm. Pattern Recog. Lett., 24: 1607-1612.

Hamrawi, H., S. Coupland and R. John, 2010. A novel alpha-cut representation for type-2 fuzzy sets. Proceedings of the International conference on Fuzzy Systems, July 18-23, 2010, Barcelona, Spain, pp: 18-20.

Haralick, R.M., K. Shanmugam and I.H. Dinstein, 1973. Textural features for image classification. IEEE Trans. Syst. Man Cybern., SMC-3: 610-621.
CrossRef  |  Direct Link  |  

Hwang, C. and F.C.H. Rhee, 2007. Uncertain fuzzy clustering: Interval type-2 fuzzy approach to C-Means. Trans. Fuzzy Syst., 15: 1-6.
CrossRef  |  

Ilea, D.E. and P.F. Whelan, 2011. Image segmentation based on the Integration of colour-texture descriptors: A review. Pattern Recogn., 44: 2479-2501.
CrossRef  |  Direct Link  |  

Innocent, P. and R. John, 2002. Type 2 fuzzy diagnosis. Int. Conf. Fuzzy Syst., 2: 1326-1330.

Karnik, N., J. Mendel and Q. Liang, 2002. Type-II fuzzy logic systems. Trans. Fuzzy Syst., 10: 643-658.

Liang, Q. and J. Mendel, 2001. MPEG VBR video traffic modeling and classification using fuzzy techniques. Trans. Fuzzy Syst., 9: 183-193.

Liu, F., 2008. An efficient centroid type-reduction strategy for general type-2 fuzzy logic system. Inf. Sci., 178: 2224-2236.

Maheswari, G.U., K. Ramar, D. Manimegalai and V. Gomathi, 2011. An adaptive region based color texture segmentation using fuzzified distance metric. Applied Soft Comput., 11: 2916-2924.
CrossRef  |  Direct Link  |  

Maity, S. and J. Sil, 2009. Color image segmentation using type-2 fuzzy sets. Int. J. Comp. Electr. Eng., 1: 1793-8163.

Pal, N.R., K. Pal, J.M. Keller and J.C. Bezdek, 2005. A possibilistic fuzzy c-means clustering algorithm. IEEE Trans. Fuzzy Syst., 13: 517-530.
Direct Link  |  

Shaffrey, C.W., I.H. Jermyn and N.G. Kingsbury, 2002. Psychovisual evaluation of image segmentation algorithms. Proceedings of the Advanced Concepts for Intelligent Vision Systems, September, 2002, Ghent, Belgium, pp: S001-S007.

Shokouhifar, M. and F. Farokhi, 2010. Feature selection using supervised fuzzy C-means algorithm with ant colony. Proceedings of the 3rd International Conference on Machine Vision, December 28-30, 2010, Hong Kong, China, -.

Tlig, L., M. Sayadi and F. Fnaeich, 2010. A new descriptor for textured image segmentation based on fuzzy type-2 clustering approach. Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, July 7-10, 2010, Paris, France, pp: 258-263.

Vadivel, A., S. Sural and A.K. Majumdar, 2007. An integrated color and intensity co-occurrence matrix. Pattern Recog. Lett., 28: 974-983.
CrossRef  |  

Wang, S.T., F.L. Chung, Y.Y. Li, D.W. Hu and X.S. Wu, 2005. A new gaussian noise filter based on interval type 2 fuzzy systems. Soft Comput. Fusion Foundat. Methodol. Appl., 9: 398-406.
Direct Link  |  

Yang, M.S. and K.L.Wu, 2003. A similarity based robust clustering method. Trans. Pattern Anal. Mach. Intell., 26: 43-448.

Yang, M.S., K.L. Wu, J.N. Hsieh and J. Yu, 2008. Alpha-cut implemented fuzzy clustering algorithms and switching. Cybern. Syst. Man Part B: Cyber. Trans., 38: 588-603.
CrossRef  |  

Zadeh, L.A., 1975. The concept of a linguistic variable and its application to approximate reasoning-I. Inform. Sci., 8: 199-249.
CrossRef  |  Direct Link  |  

Zhu, L., F.L. Chung and S. Wang, 2009. Generalized Fuzzy C-Means Clustering Algorithm With IEEE Trans. Syst. Man Cybern. B Cybern., 39: 578-591.
Direct Link  |  

Design and power by Medwell Web Development Team. © Medwell Publishing 2022 All Rights Reserved