Infrared and visible image fusion using fuzzy logic and population-based optimization

Applied Soft Computing Journal

Volumn 12, Issue 3, 2012, Pages 1041-1054

  Saeedi, Jamal ^a   Faez, Karim ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Dual tree discrete wavelet transform; Fuzzy logic; Infrared and visible images; Population based optimization

Indexed keywords

DISSIMILARITY MEASURES; DUAL-TREE DISCRETE WAVELET TRANSFORMS; FUSED IMAGES; FUSION METHODS; FUSION RULE; HIGH FREQUENCY; IMAGE FUSION METHODS; INFRARED AND VISIBLE IMAGE; INFRARED AND VISIBLE IMAGES; LOCAL ACTIVITY; LOW AND HIGH FREQUENCIES; LOW FREQUENCY; POPULATION-BASED OPTIMIZATION; REGION-BASED; REGION-BASED METHODS; SOURCE IMAGES; VISIBLE IMAGE; WAVELET COEFFICIENTS; WAVELET-BASED ALGORITHMS; WAVELET-BASED IMAGES; WAVELET-TRANSFORM DOMAIN; WEIGHTED AVERAGING;

ALGORITHMS; DISCRETE WAVELET TRANSFORMS; IMAGE FUSION; OPTIMIZATION; PIXELS;

FUZZY LOGIC;

EID: 84855991667     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2011.11.020     Document Type: Article

References (40)

1. S. Garg, U. Kiran, K. Mohan, and R. Tiwary Multilevel medical image fusion using segmented image by level set evolution with region competition 27th Annual International Conference of the Engineering in Medicine and Biology Society 2006 7680 7683
2. J. Saeedi, and K. Faez A new pan-sharpening method using multiobjective particle swarm optimization and the shiftable contourlet transform Photogrammetry & Remote Sensing 66 2011 365 381
3. M. Kam, X. Zhu, and P. Kalata Sensor fusion for mobile robot navigation Proceedings of the IEEE 85 1997 108 119 (Pubitemid 127745551)
4. A. Toet, J.K. IJspeert, A.M. Waxman, and M. Aguilar Perceptual evaluation of different image fusion schemes Displays 24 2003 25 37
5. A. Toet, and E.M. Franken Fusion of visible and thermal imagery improves situational awareness Displays 18 1997 85 95 (Pubitemid 127435531)
6. V.S. Petrovic, Multisensor Pixel-level Image Fusion, Ph.D. Thesis, Manchester School of Engineering, UK, 2001.
7. S.S. Kumar, and S. Muttan PCA-based image fusion Proceedings of the SPIE 6233 2006 62331T
8. J. Saeedi, K. Faez, and S. Mozaffari Multi-focus image fusion based on fuzzy and wavelet transform Iberoamerican Congress on Pattern Recognition CIARP 2009 970 977
9. D. Mueller, A. Maeder, and P. O'Shea The Generalised Image Fusion Toolkit (GIFT) 2006
10. P.J. Burt, and E.H. Adelson The Laplacian pyramid as a compact image code IEEE Transactions on Communications 31 4 1983 532 540
11. P.J. Burt A gradient pyramid basis for pattern selective image fusion Proc. of the Society for Information Display Conf. 1992 467 470
12. A. Toet A morphological pyramidal image decomposition Pattern Recognition Letter 9 3 1989 255 261
13. G. Pajares, and J.M. Cruz A wavelet-based image fusion tutorial Pattern Recognition 37 9 2004 1855 1872 (Pubitemid 38804473)
14. R.S. Blum, and Z. Liu Multi-sensor Image Fusion and Its Applications 2006 Taylor & Francis Group New York
15. P.J. Burt, and R.J. Kolczynski Enhanced image capture through fusion Proceedings of the 4th International Conference on Computer Vision Berlin, Germany 1993 173 182
16. H. Li, B.S. Manjunath, and S.K. Mitra Multisensor image fusion using the wavelet transform Graphical Models and Image Processing 57 3 1995 235 245
17. I. Koren, A. Laine, and F. Taylor Image fusion using steerable dyadic wavelet transforms Proceedings of the IEEE International Conference on Image Processing Washington, DC 1995 232 235
18. J. Lewis, R. O'Callaghan, S. Nikolov, D. Bull, and N. Canagarajah Pixel- and region-based image fusion with complex wavelets Information Fusion 8 2 2007 119 130 (Pubitemid 46177796)
19. G. Piella, and H. Heijmans Multiresolution image fusion guided by a multimodal segmentation Proceedings of Advanced Concepts of Intelligent Systems Ghent, Belgium 2002 1 8
20. N. Cvejic, D. Bull, and N. Canagarajah Region-based multimodal image fusion using ICA bases IEEE Sensors Journal 7 5 2007 743 775
21. T. Wan, N. Canagarajah, and A. Achim Segmentation-driven image fusion based on alpha-stable modeling of wavelet coefficients IEEE Transactions on Multimedia 11 4 2009 624 633
22. N.G. Kingsbury The dual-tree complex wavelet transform: a new technique for shift invariance and directional filters Proc. 8th IEEE DSP Workshop Utah, August 1998 9 12
23. I.W. Selesnick, R.G. Baraniuk, and N.G. Kingsbury The dual-tree complex wavelet transform IEEE Signal Processing Magazine 2005 124 152
24. L. Vincent, and P. Soille Watersheds in digital spaces: an efficient algorithm based on immersion simulations IEEE Transactions on Pattern Analysis and Machine Intelligence 13 1991 583 593
25. P. Scheunders, and J. Sijbers Multiscale watershed segmentation of multivalued images IEEE Proceedings 2002
26. R.C. Gonzalez, and R.E. Woods Digital Image Processing 2002 Tom Robbins Upper Saddle River, NJ
27. N. Kingsbury A dual-tree complex wavelet transform with improved orthogonality and symmetry properties International Conference on Image Processing 2000 375 378 (Pubitemid 32465637)
28. N. Kingsbury Design of q-shift complex wavelets for image processing using frequency domain energy minimization International Conference on Image Processing 2003 1013 1016
29. V. Petrovic, and C. Xydeas On the effects of sensor noise in pixel-level image fusion performance Proceedings of the Third International Conference on Image Fusion, vol. 2 2000 14 19
30. V.S. Petrovic, and C.S. Xydeas Gradient-based multiresolution image fusion IEEE Transactions on Image Processing 13 2 2004 228 237
31. S. Kirkpatrick, C.D. Gelatt, and M.P. Vecchi Optimization by simulated annealing Science 220 1983 671 680
32. S. Rao Optimization: Theory and Applications 1984 Wiley New York
33. J. Kennedy, and R.C. Eberhart A discrete binary version of the particle swarm algorithm Proceedings of the 1997 IEEE Conference on Systems, Man, and Cybernetics Piscataway, NJ 1997 4104 4109
34. E. Goldberg Genetic Algorithms in Search, Optimization & Machine Learning 1989 Addison-Wesley
35. Y. Shi, and R.C. Eberhart Parameter selection in particle swarm optimization Proceedings of the Seventh Annual Conference on Evolutionary Programming 1998 591 600 (Pubitemid 128118969)
36. Y. Shi, and R.C. Eberhart Empirical study of particle swarm optimization Proceedings of the IEEE Congress on Evolutionary Computation (CEC) 1999 1945 1950
37. J. Kennedy The behavior of particles V.W. Porto, N. Saravanan, D. Waagen, A.E. Eiben, Evolutionary Programming VII 1998 Springer 581 590 (Pubitemid 128118968)
38. A. Carlisle, and G. Dozier An off-the-shelf PSO Proceedings of the Particle Swarm Optimization Workshop 2001 1 6
39. O. Rockinger, and T. Fechner Pixel-level image fusion: the case of image sequences Proceedings of the SPIE 3374 1998 378 388 (Pubitemid 34963424)
40. Available at: http://imagefusion.org.