Qualitative and quantitave analysis of six image fusion methodologies and their application to medical imaging

Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011

Volumn , Issue , 2011, Pages 308-313

  Fazel, Seyyed Adel Alavi ^a   Gal, Yaniv ^a   Yang, Zhengyi ^a   Vegh, Viktor ^a  

^a UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

Contourlet tranfrom; Image fusion; Quantitative analysis; Wavelet Transform

Indexed keywords

CONTOURLETS; FUSION METHODOLOGY; IMAGE FUSION ALGORITHMS; MEDICAL DATA; MEDICAL IMAGE FUSION; MEDICAL IMAGES; OPTIMAL PARAMETER; QUALITATIVE ANALYSIS; QUANTITATIVE MEASUREMENT; QUANTITATIVE MEASURES; QUANTITATIVE RESULT; STATIONARY WAVELET TRANSFORMS; SYNTHETIC DATA;

ALGORITHMS; CHEMICAL ANALYSIS; EXPERIMENTS; IMAGE FUSION; MEDICAL IMAGING; OPTIMIZATION; WAVELET TRANSFORMS;

QUALITY CONTROL;

EID: 84863020064     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DICTA.2011.58     Document Type: Conference Paper

References (12)

1. H. Li, et al., "Multisensor Image Fusion Using the Wavelet Transform,"Graphical Models and Image Processing, vol. 57, pp. 235-245, 1995.
2. P. J. Burt and R. J. Kolczynski, "Enhanced image capture through fusion," in Computer Vision, 1993. Proceedings., Fourth International Conference on, 1993, pp. 173-182.
3. Q. Miao and B. Wang, "A Novel Image Fusion Method Using Contourlet Transform," in Communications, Circuits and Systems Proceedings, 2006 International Conference on, 2006, pp. 548-552.
4. O. Rockinger, "Image sequence fusion using a shift-invariant wavelet transform," in Image Processing, 1997. Proceedings., International Conference on, 1997, pp. 288-291 vol.3.
5. T. Lei, et al., "The nonsubsampled Contourlet transform for image fusion," in Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on, 2007, pp. 305-310.
6. L. Shutao and Y. Bin, "Hybrid Multiresolution Method for Multisensor Multimodal Image Fusion," Sensors Journal, IEEE, vol. 10, pp. 1519-1526, 2010.
7. A. Toet, et al., "Towards cognitive image fusion," Information Fusion, vol. 11, pp. 95-113, 2010.
8. P. Burt and E. Adelson, "The Laplacian Pyramid as a Compact Image Code," Communications, IEEE Transactions on, vol. 31, pp. 532-540, 1983. (Pubitemid 13521088)
9. G. Strang and T. Nguyen, Wavelets and filter banks: Wellesley-Cambridge Press, 1996.
10. J. C. Pesquet, et al., "Time-invariant orthonormal wavelet representations," Signal Processing, IEEE Transactions on, vol. 44, pp. 1964-1970, 1996.
11. M. N. Do and M. Vetterli, "The Contourlet transform: an efficient directional multiresolution image representation," Image Processing, IEEE Transactions on, vol. 14, pp. 2091-2106, 2005. (Pubitemid 41781516)
12. L. Brechet, et al., "Compression of Biomedical Signals With Mother Wavelet Optimization and Best-Basis Wavelet Packet Selection,"Biomedical Engineering, IEEE Transactions on, vol. 54, pp. 2186-2192, 2007. (Pubitemid 350157783)