Region-based image fusion method using bidimensional empirical mode decomposition

Journal of Electronic Imaging

Volumn 18, Issue 1, 2009, Pages

  Zheng, Youzhi ^a   Qin, Zheng ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BIDIMENSIONAL EMPIRICAL MODE DECOMPOSITION; DATA-DRIVEN; EMPIRICAL MODE DECOMPOSITION; FUSED IMAGES; IMAGE FUSION ALGORITHMS; INPUT IMAGE; INTRINSIC MODE FUNCTIONS; MULTI-SCALE DECOMPOSITION; OBJECTIVE METRICS; REGION BY REGION; REGION-BASED IMAGE FUSION; RESIDUAL IMAGES; VISUAL QUALITIES; WAVELET FUNCTION;

ALGORITHMS; WAVELET DECOMPOSITION;

IMAGE FUSION;

EID: 79957857565     PISSN: 10179909     EISSN: 1560229X     Source Type: Journal    
DOI: 10.1117/1.3099703     Document Type: Article

References (26)

1. G. Piella, Adaptive Wavelets and Their Applications to Image Fusion and Compression, CWI and University of Amsterdam, Amsterdam (2003).
2. A. A. Goshtasby and S. Nikolov, "Image fusion: Advances in the state of the art," Inf. Fusion 8(2), 114-118 (2007). (Pubitemid 46178558)
3. K. Amolins, Y. Zhang, and P. Dare, "Wavelet-based image fusion techniques-an introduction, review, and comparison," ISPRS J. Photogramm. Remote Sens. 62(4), 249-263 (2007). (Pubitemid 47333076)
4. M. I. Smith and J. P. Heather, "A review of image fusion technology in 2005," Proc. SPIE 5782, 29-45 (2005). (Pubitemid 41433017)
5. G. Pajares and J. M. de la Cruz, "A wavelet-based image fusion tutorial," Pattern Recogn. 37(9), 1855-1872 (2004). (Pubitemid 38804473)
6. V. S. Petrovic and C. S. Xydeas, "Gradient-based multiresolution image fusion," IEEE Trans. Image Process. 13(2), 228-237 (2004).
7. P. Hill, N. Canagarajah, and D. Bull, "Image fusion using complex wavelets," in British Machine Vision Conference 2002 (BMVC2002), pp. 487-496, British Machine Vision Assoc., Malvern, UK (2002).
8. N. E. Huang, Z. Shen, S. R. Long, M. C. Wu, H. H. Shih, Q. Zheng, N. C. Yen, C. C. Tung, and H. H. Liu, "The empirical mode decomposition and Hilbert spectrum for nonlinear and nonstationary timeseries analysis," Proc. R. Soc. London, Ser. A 454(1), 903-995 (1998). (Pubitemid 128733183)
9. J. C. Nunes, S. Guyot, and E. Delechelle, "Texture analysis based on local analysis of the bidimensional empirical mode decomposition," Mach. Vision Appl. 16(3), 177-188 (2005). (Pubitemid 40573960)
10. J. C. Nunes, Y. Bouaoune, E. Delechelle, O. Niang, and P. Bunel, "Image analysis by bidimensional empirical mode decomposition," Image Vis. Comput. 21(12), 1019-1026 (2003).
11. Z. X. Liu and S. L. Peng, "Boundary processing of bidimensional EMD using texture synthesis," IEEE Signal Process. Lett. 12(1), 33-36 (2005).
12. B. Liu, S. Riemenschneider, and Y. Xu, "Gearbox fault diagnosis using empirical mode decomposition and Hilbert spectrum," Mech. Syst. Signal Process. 20(3), 718-734 (2006). (Pubitemid 41766680)
13. X. Xu, H. Li, and A. Wang, "The application of BEMD to multispectral image fusion," in Int. Conf. Wavelet Analysis and Pattern Recognition, pp. 448-452, IEEE, Beijing, China (2008).
14. S. Chen, H. Su, R. Zhang, and J. Tian, "Fusing remote sensing images using à trous wavelet transform and empirical mode decomposition," Pattern Recogn. Lett. 29(3), 330-342 (2008). (Pubitemid 350250915)
15. G. Piella, "A general framework for multiresolution image fusion: From pixels to regions," Inf. Fusion 4(4), 259-280 (2003). (Pubitemid 37344935)
16. M. Li, W. Cai, and Z. Tan, "A region-based multi-sensor image fusion scheme using pulse-coupled neural network," Pattern Recogn. Lett. 27(16), 1948-1956 (2006). (Pubitemid 44556811)
17. J. J. Lewis, R. J. O'Callaghan, S. G. Nikolov, D. R. Bull, and N. Canagarajah, "Pixel-and region-based image fusion with complex wavelets," Inf. Fusion 8(2), 119-130 (2007). (Pubitemid 46177796)
18. S. T. Li and B. Yang, "Multifocus image fusion using region segmentation and spatial frequency," Image Vis. Comput. 26(7), 971-979 (2008).
19. L. Vincent, "Morphological grayscale reconstruction in image analysis: Applications and efficient algorithms," IEEE Trans. Image Process. 2(2), 176-201 (1993). (Pubitemid 23692871)
20. C. Damerval, S. Meignen, and V. Perrier, "A fast algorithm for bidimensional EMD," IEEE Signal Process. Lett. 12(10), 701-704 (2005). (Pubitemid 41448579)
21. J. S. Cheng, D. J. Yu, and Y. Yang, "Research on the intrinsic mode function (IMF) criterion in EMD method," Mech. Syst. Signal Process. 20(4), 817-822 (2006).
22. P. F. Felzenszwalb and D. P. Huttenlocher, "Efficient graph-based image segmentation," Int. J. Comput. Vis. 59(2), 167-181 (2004).
23. L. Tang and Z. G. Zhao, "Multiresolution image fusion based on the wavelet-based contourlet transform," in 10th Int. Conf. on Information Fusion, pp. 184-189, IEEE, Piscataway, NJ (2007).
24. P. J. Burt and R. J. Kolczynski, "Enhanced image capture through fusion," in Proc. Fourth Int. Conf. Computer Vision, pp. 173-182, IEEE Computer Society Press, Los Alamitos, CA(1993).
25. H. Li, B. S. Manjunath, and S. K. Mitra, "Multisensor image fusion using the wavelet transform," Graph. Models Image Process. 57(3), 235-245 (1995).
26. C. S. Xydeas and V. Petrovic, "Objective image fusion performance measure," Electron. Lett. 36(4), 308-309 (1995).