Image Fusion Technique using Multi-resolution Singular Value Decomposition

作者: V.P.S. Naidu

DOI: 10.14429/DSJ.61.705

关键词:

摘要: A novel image fusion technique based on multi-resolution singular value decomposition (MSVD) has been presented and evaluated. The performance of this algorithm is compared with that well known using wavelets. It observed by MSVD perform almost similar to computationally very simple it could be suited for real time applications. Moreover, does not have a fixed set basis vectors like FFT, DCT wavelet etc. its depend the data set.Defence Science Journal, 2011, 61(5), pp.479-484, DOI:http://dx.doi.org/10.14429/dsj.61.705

参考文章(19)
Shutao Li, James T. Kwok, Yaonan Wang, Combination of images with diverse focuses using the spatial frequency Information Fusion. ,vol. 2, pp. 169- 176 ,(2001) , 10.1016/S1566-2535(01)00038-0
H. Wang, J. Peng, W. Wu, Fusion algorithm for multisensor images based on discrete multiwavelet transform IEE Proceedings - Vision, Image, and Signal Processing. ,vol. 149, pp. 283- 289 ,(2002) , 10.1049/IP-VIS:20020612
Bruno Aiazzi, Luciano Alparone, Stefano Baronti, Roberto Carla, Assessment of pyramid-based multisensor image data fusion Image and Signal Processing for Remote Sensing IV. ,vol. 3500, pp. 237- 248 ,(1998) , 10.1117/12.331868
V. Naidu, Discrete Cosine Transform-based Image Fusion Defence Science Journal. ,vol. 60, pp. 48- 54 ,(2010) , 10.14429/DSJ.60.105
Shung-Yung Lung, Multi-resolution form of SVD for text-independent speaker recognition Pattern Recognition. ,vol. 35, pp. 1637- 1639 ,(2002) , 10.1016/S0031-3203(02)00015-8
Laure J. Chipman, Timothy M. Orr, Lewis N. Graham, Wavelets and image fusion SPIE's 1995 International Symposium on Optical Science, Engineering, and Instrumentation. ,vol. 2569, pp. 208- 219 ,(1995) , 10.1117/12.217576
H. Li, B.S. Manjunath, S.K. Mitra, Multisensor image fusion using the wavelet transform Graphical Models and Image Processing. ,vol. 57, pp. 235- 245 ,(1995) , 10.1006/GMIP.1995.1022
R. Ashin, A. Morimoto, R. Vaillancourt, Image compression with multiresolution singular value decomposition and other methods Mathematical and Computer Modelling. ,vol. 41, pp. 773- 790 ,(2005) , 10.1016/J.MCM.2003.12.014
Bahador Khaleghi, Alaa Khamis, Fakhreddine O. Karray, Saiedeh N. Razavi, Multisensor data fusion: A review of the state-of-the-art Information Fusion. ,vol. 14, pp. 28- 44 ,(2013) , 10.1016/J.INFFUS.2011.08.001
A. Toet, L. J. van Ruyven, J. M. Valeton, Merging thermal and visual images by a contrast pyramid Optical Engineering. ,vol. 28, pp. 789- 792 ,(1989) , 10.1117/12.7977034