Multi-modal Color Medical Image Fusion Using Quaternion Discrete Fourier Transform
Tóm tắt
Từ khóa
Tài liệu tham khảo
Price, C. J., & Friston, K. J. (2002). Functional imaging studies of neuropsychological patients: Applications and limitations. Neurocase, 8(5), 345–354.
Yang, J., Han, F., & Zhao, D. (2011). A block advanced PCA fusion algorithm based on PET/CT. Presented at the fourth international conference on intelligent computation technology and automation (pp. 925–928).
Daneshvar, S., & Ghassemian, H. (2010). MRI and PET image fusion by combining IHS and retina-inspired models. Information Fusion, 11(2), 114–123.
He, C., Liu, Q., Li, H., & Wang, H. (2010). Multimodal medical image fusion based on IHS and PCA. Procedia Engineering, 7, 280–285.
Tu, T.-M., Su, S.-C., Shyu, H.-C., & Huang, P. S. (2001). A new look at IHS-like image fusion methods. Information Fusion, 2(3), 177–186.
Goshtasby, A. A., & Nikolov, S. (2007). Image fusion: Advances in the state of the art. Information Fusion, 8(2), 114–118.
Gonzalez-Audicana, M., Saleta, J. L., Catalan, R. G., & Garcia, R. (2004). Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition. IEEE Transactions on Geoscience and Remote Sensing, 42(6), 1291–1299.
Wang, A., Sun, H., & Guan, Y. (2006). The application of wavelet transform to multi-modality medical image fusion. In Proceedings of the 2006 IEEE international conference on networking, sensing and control, 2006 (ICNSC’06) (pp. 270–274).
Zhang, H., Liu, L., & Lin, N. (2007). A novel wavelet medical image fusion method. In International conference on multimedia and ubiquitous engineering, 2007 (MUE’07) (pp. 548–553).
Singh, R., & Khare, A. (2014). Fusion of multimodal medical images using daubechies complex wavelet transform—A multiresolution approach. Information Fusion, 19, 49–60.
Yuanyuan, K., Bin, L., Lianfang, T., & Zongyuan, M. (2007). Multi-modal medical image fusion based on wavelet transform and texture measure. In Control conference, 2007 (CCC 2007), Chinese (pp. 697–700).
Alfano, B., Ciampi, M., & Pietro, G. D. (2007). A wavelet-based algorithm for multimodal medical image fusion. In B. Falcidieno, M. Spagnuolo, Y. Avrithis, I. Kompatsiaris, & P. Buitelaar (Eds.), Semantic multimedia (pp. 117–120). Berlin: Springer.
Zhang, Q. P., Tang, W. J., Lai, L. L., Sun, W. C., & Wong, K. P. (2004). Medical diagnostic image data fusion based on wavelet transformation and self-organising features mapping neural networks. In Proceedings of 2004 international conference on machine learning and cybernetics, 2004 (vol. 5, pp. 2708–2712).
Zhang, Q. P., Liang, M., & Sun, W. C. (2004). Medical diagnostic image fusion based on feature mapping wavelet neural networks. In 2004 IEEE first symposium on multi-agent security and survivability (pp. 51–54).
Gawari, N., & Lalitha, S. (2014). Comparative analysis of PCA, DCT & DWT based image fusion techniques. International Journal of Emerging Research in Management &Technology, 3(5).
Singh, A., Saini, M. M., & Nayyer, M. P. (2012). Implementation & comparative study of different fusion techniques (wavelet, IHS, PCA).
Guruprasad, S., Kurian, M. Z., Suma, H. N., et al. (2013). A medical multi-modality image fusion of CT/PET with PCA, DWT methods. Journal of Dental Materials and Techniques, 4(2).
Le Bihan, N., & Sangwine, S. J. (2003). Quaternion principal component analysis of color images. In 2003 International conference on image processing, 2003 (ICIP 2003) proceedings (vol. 1, p. I-809).
Ell, T. A., & Sangwine, S. J. (2007). Hypercomplex Fourier transforms of color images. IEEE Transactions on Image Processing, 16(1), 22–35.
Chen, B. J., Shu, H. Z., Zhang, H., Chen, G., Toumoulin, C., Dillenseger, J.-L., & Luo, L. M. (2012). Quaternion Zernike moments and their invariants for color image analysis and object recognition. Signal Processing, 92(2), 308–318.
Chen, B., Shu, H., Coatrieux, G., Chen, G., Sun, X., & Coatrieux, J. L. (2015). Color image analysis by quaternion-type moments. Journal of Mathematical Imaging and Vision, 51(1), 124–144.
Pang, H., Zhu, M., & Guo, L. (2012). Multifocus color image fusion using quaternion wavelet transform. In 2012 5th International congress on image and signal processing (CISP) (pp. 543–546).
Guo, L., Dai, M., & Zhu, M. (2012). Multifocus color image fusion based on quaternion curvelet transform. Optics Express, 20(17), 18846–18860.
Shi, H., & Fang, M. (2007). Multi-focus color image fusion based on SWT and IHS. In Fourth international conference on fuzzy systems and knowledge discovery, 2007 (FSKD 2007) (vol. 2, pp. 461–465).
Raut, G. N., Paikrao, P. L., & Chaudhari, D. S. (2013). A study of quality assessment techniques for fused images. International Journal of Innovative Technology & Exploring Engineering, 2, 290–294.
Wang, Z., Simoncelli, E. P., & Bovik, A. C. (2003). Multiscale structural similarity for image quality assessment. In Conference record of the thirty-seventh Asilomar conference on signals, systems and computers, 2004 (vol. 2, pp. 1398–1402).
Hore, A., & Ziou, D. (2010). Image quality metrics: PSNR vs. SSIM. In 2010 20th International conference on pattern recognition (ICPR) (pp. 2366–2369).
Qu, G., Zhang, D., & Yan, P. (2002). Information measure for performance of image fusion. Electronics Letters, 38(7), 313–315.
De, I., & Sil, J. (2010). Wavelet entropy based no-reference quality prediction of distorted/decompressed images. In 2010 2nd International conference on computer engineering and technology (ICCET) (vol. 3, pp. V3-245–V3-250).
Kantor, I. Hypercomplex numbers: An elementary introduction to algebras.
Wang, X., Li, W., Yang, H., Wang, P., & Li, Y. (2015). Quaternion polar complex exponential transform for invariant color image description. Applied Mathematics and Computation, 256, 951–967.
Guo, L., Dai, M., & Zhu, M. (2014). Quaternion moment and its invariants for color object classification. Information Sciences, 273, 132–143.
Sangwine, S. J. (1996). Fourier transforms of colour images using quaternion or hypercomplex, numbers. Electronics Letters, 32(21), 1979–1980.
Xu, Y., Yu, L., Xu, H., Zhang, H., & Nguyen, T. (2015). Vector sparse representation of color image using quaternion matrix analysis. IEEE Transactions on Image Processing, 24(4), 1315–1329.
Sangwine, S. J., & Ell, T. A. (1999). Hypercomplex auto- and cross-correlation of color images. In 1999 International conference on image processing, 1999 (ICIP 99) proceedings (vol. 4, pp. 319–322).
Dubey, V. R. (2014). Quaternion Fourier transform for colour images. International Journal Computer Science and Information Technology, 5(3).
Sangwine, S., & Le Bihan, N. Quaternion and octonion toolbox for Matlab (online). http://qtfm.sourceforge.net/ .
Roy, A. B., Dey, D., & Banerjee, D. (2012). Comparison of FFT, DCT, DWT, WHT compression techniques on electrocardiogram & photoplethysmography signals. Special on Issue International Journal of Computer Applications.
Tang, J. (2004). A contrast based image fusion technique in the DCT domain. Digital Signal Processing, 14(3), 218–226.
Brain images database of Harvard Medical School. (online). http://www.med.harvard.edu/AANLIB/home.html .
Rockinger, O. Image fusion toolbox (online). http://www.metapix.de/indexp.htm .