References
- A.P. Dempster, N.M. Laird and D.B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm (with discussion)," Journal of the royal statistical society B, vol. 39, no. 1, pp. 1-38, 1977.
- S.J. Nowlan, "Soft competitive adaptation: neural network learning algorithms based on fitting statistical mixtures," PhD thesis, School of Computer Science, Carnegie Mellon University, 1991.
- J. Xu, G. Ye, Y. Wang, G. Herman, B. Zhang and J. Yang, "Incremental EM for probabilistic latent semantic analysis on human action recognition," Proceedings of the IEEE conference on advanced video and signal based surveillance, 2009.
- S.-K. Ng, G.J. McLachlan and A.H. Lee, "An incremental EM-based learning approach for online prediction of hospital resource utilization," Artificial Intelligence in Medicine, vol. 36, pp. 257-267, 2006. https://doi.org/10.1016/j.artmed.2005.07.003
- K.-M. Lee, "Elliptical clustering with incremental growth and its application to skin color region segmentation," Journal of the Korean Information Science Society, vol. 31, no. 9, pp. 1161-1170, 2004.
- S.-S. Kim and J.-H. Kang, "Improved expectation and maximization via a new method for initial values," Journal of the Korean Institute of Intelligent Systems, vol. 13, no. 4, pp. 416-426, 2003. https://doi.org/10.5391/JKIIS.2003.13.4.416
- L. Xu, M.I. Jordan, and G.E. Hinton, "An alternative model for mixtures of experts," Advances in neural information processing systems, vol. 7, pp. 633-640, 1995.
- A.W. Moore, "Very fast EM-based mixture model clustering using multiresolution kd-tree," Advances in neural information processing systems, vol. 11, pp. 543-549, 1999.
- S.-K. Ng and G.J. McLachlan, "Speeding up the EM algorithm for mixture model-based segmentation of magnetic resonance images," Pattern recognition, vol. 37, no. 8, pp. 1573-1589, 2004. https://doi.org/10.1016/j.patcog.2004.02.012
- J. Platt, "A resource-allocating network for function interpolation," Neural computation, vol. 3, no. 2, pp. 213-225, 1991. https://doi.org/10.1162/neco.1991.3.2.213
- S.-B. Roh, T.-C. Ahn, Y.-S. Baek and Y.-S. Kim, "Space partition using context fuzzy c-Means algorithm for image segmentation," Journal of the Korean Institute of Intelligent Systems, vol. 20, no. 3, pp. 368-374, 2010. https://doi.org/10.5391/JKIIS.2010.20.3.368
- P. Brodatz, Textures: A photographic album for artists and designers, Dover publications, NY, 1966.
- J.G. Daugman, "An information- theoretic view of analogue representation in striate cortex," Computational neuroscience, In E.L. Schwartz (Eds.), Cambridge, MA: MIT Press, pp. 403-424, 1990.
- T. Randen and J.H. Husoy, "Filtering for texture classification: a comparative study," IEEE transactions on pattern analysis and machine intelligence, vol. 21, no. 4, pp. 291-310, 1999. https://doi.org/10.1109/34.761261