Hyperspectral feature recognition based on kernel PCA and relational perspective map

Chinese Optics Letters

Volumn 8, Issue 8, 2010, Pages 811-814

  Su, Hongjun ^a   Sheng, Yehua ^a  

^a Nanjing Normal University   (China)

Author keywords

[No Author keywords available]

Indexed keywords

2-D SPACE; DIMENSIONALITY REDUCTION; FEATURE RECOGNITION; HIGH DIMENSIONAL DATA; HYPERSPECTRAL; HYPERSPECTRAL DATA; INTRINSIC FEATURES; KERNEL PCA; KERNEL PRINCIPAL COMPONENT ANALYSIS; SPECTRAL FEATURE; TWO-DIMENSIONAL (2D) MAP;

CLUSTERING ALGORITHMS; CONTENT BASED RETRIEVAL; PRINCIPAL COMPONENT ANALYSIS;

DATA MINING;

EID: 77956333301     PISSN: 16717694     EISSN: None     Source Type: Journal    
DOI: 10.3788/COL20100808.0811     Document Type: Article

References (22)

1. Y. Du, C.-I. Chang, H. Ren, C.-C. Chang, J. O. Jensen, and F. M. D'Amico, Opt. Eng. 43, 1777 (2004).
2. C.-I. Chang (ed.), Hyperspectral Data Exploitation: Theory and Applications (Wiley, Hoboken, 2007).
3. X. Liu, H. Zhao, and N. Li, Acta Opt. Sin. (in Chinese) 3, 844 (2009).
4. G. F. Hughes, IEEE Trans. Inf. Theory 14, 55 (1968).
5. H. Su, Y. Sheng, and P. Du, in Proceedings of the ISPRS 7, 279 (2008).
6. Q. Miao and B. Wang, Chin. Opt. Lett. 6, 104 (2008).
7. T. V. Bandos, L. Bruzzone, and G. Camps-Valls, IEEE Trans. Geosci. Remote Sens. 47, 862 (2009).
8. V. Zarzoso and P. Comon, IEEE Trans. Neural Networks 21, 248 (2010).
9. P. Du, H. Su, and W. Zhang, Proc. SPIE 6752, 675204 (2007).
10. G. He and L. Peng, Chinese J. Lasers (in Chinese) 36, 2983 (2009).
11. J. B. Tenenbaum, V. de Silva, and J. C. Langford, Science 290, 2319 (2000).
12. S. T. Roweis and L. K. Saul, Science 290, 2323 (2000).
13. B. Schölkopf, A. Smola, and K.-R. Müller, Neural Computation 10, 1299 (1998).
14. A. Amar, Y. Wang, and G. Leus, IEEE Signal Processing Lett. 17, 473 (2010).
15. S. Lafon and A. B. Lee, IEEE Trans. Pattern Anal. and Machine Intell. 28, 1393 (2006).
16. G. Chen and S.-E. Qian, J. Appl. Remote Sens. 1, 013509 (2007).
17. M. Belkin and P. Niyogi, Neural Computation 15, 1373 (2003).
18. L. Ma, M. M. Crawford, and J. W. Tian, Electron. Lett. 46, 497 (2010).
19. C. M. Bachmann, T. L. Ainsworth, and A. R. Fusina, IEEE Trans. Geosci. Remote Sens. 43, 441 (2005).
20. J. X. Li, Information Visualization 3, 49 (2004).
21. R. Karbauskaitė, V. Marcinkevičus, and G. Dzemyda, Technological and Economic Development of Economy 12, 289 (2006).
22. S. J. Gaffey, American Mineralogist 71, 151 (1986).