Journal of Applied Mathematics
Volume 2014 (2014), Article ID 256206, 6 pages
http://dx.doi.org/10.1155/2014/256206
Research Article
Reduction of Multidimensional Image Characteristics Based on Improved KICA
Advanced Control Systems Laboratory, School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China
Received 10 June 2014; Revised 30 July 2014; Accepted 1 August 2014; Published 17 August 2014
Academic Editor: Weichao Sun
Copyright © 2014 Jia Dongyao et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Linked References
- W. C. Sun, Y. Z. Zhao, J. Li, L. Zhang, and H. Gao, “Active suspension control with frequency band constraints and actuator input delay,” IEEE Transactions on Industrial Electronics, vol. 59, no. 1, pp. 530–537, 2012. View at Publisher · View at Google Scholar · View at Scopus
- W. C. Sun, Z. Zhao, and H. Gao, “Saturated adaptive robust control for active suspension systems,” IEEE Transactions on Industrial Electronics, vol. 60, no. 9, pp. 3889–3896, 2013. View at Publisher · View at Google Scholar · View at Scopus
- W. C. Sun, H. Gao, and O. Kaynak, “Adaptive backstepping control for active suspension systems with hard constraints,” IEEE/ASME Transactions on Mechatronics, vol. 18, no. 3, pp. 1072–1079, 2013. View at Publisher · View at Google Scholar · View at Scopus
- L. J. P. Maaten, E. O. Postma, and H. J. Herik, “Dimensional reduction: a comparative review,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 10, no. 2, pp. 1–35, 2007. View at Google Scholar
- W. J. Li, J. H. Sun, L. H. Wei, and X. Li, “A novel method for vehicle-logo recognition based on 2DPCA-ICA and SVM,” Journal of Liaoning Normal University, vol. 34, no. 2, pp. 165–169, 2011. View at Google Scholar
- S. J. Liang, Z. H. Zhang, L. L. Cui, and Q. H. Zhong, “Dimensionality reduction method based on PCA and KICA,” Systems Engineering and Electronics, vol. 33, no. 9, pp. 2144–2148, 2011. View at Publisher · View at Google Scholar · View at Scopus
- K. Luebke and C. Weihs, “Linear dimension reduction in classification: adaptive procedure for optimum results,” Advances in Data Analysis and Classification, vol. 5, no. 3, pp. 201–213, 2011. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
- K. Lee, A. Gray, and H. Kim, “Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data,” Data Mining and Knowledge Discovery, vol. 26, no. 3, pp. 512–532, 2013. View at Publisher · View at Google Scholar · View at Scopus
- F. R. Bach and M. I. Jordan, “Kernel independent component analysis,” Journal of Machine Learning Research, vol. 3, no. 1, pp. 1–48, 2003. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
- T. Raiko, A. IIlin, and J. Karhunen, “Principal component analysis for sparse high-dimensional data,” in Neural Information Processing, pp. 566–575, Springer, Berlin, Germany, 2008. View at Google Scholar
- S. Jegelka and A. Gretton, Brisk Kernel ICA, MIT Press, Boston, Mass, USA, 2007.
- J. Yang, D. Zhang, and A. F. Frangi, “Two-dimensional PCA: a new approach to apperence -based face representation and recognition,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, no. 1, pp. 131–137, 2004. View at Publisher · View at Google Scholar · View at Scopus
- B. A. Draper, K. Baek, M. S. Bartlett, and J. R. Beveridge, “Recognizing faces with PCA and ICA,” Computer Vision and Image Understanding, vol. 91, no. 1-2, pp. 115–137, 2003. View at Publisher · View at Google Scholar · View at Scopus
- M. Kato, Y. W. Chen, and G. Xu, “Articulated hand motion tracking using ICA-based motion analysis and particle filtering,” Journal of Multimedia, vol. 1, no. 3, pp. 52–60, 2006. View at Google Scholar · View at Scopus
- S. Wold, K. Esbensen, and P. Geladi, “Principal component analysis,” Chemometrics and Intelligent Laboratory Systems, vol. 2, no. 1–3, pp. 37–52, 1987. View at Publisher · View at Google Scholar · View at Scopus