• Acta Photonica Sinica
  • Vol. 42, Issue 4, 496 (2013)
LIU Wei*, YIN Ming, LUAN Jing, and GUO Yu
Author Affiliations
  • [in Chinese]
  • show less
    DOI: 10.3788/gzxb20134204.0496 Cite this Article
    LIU Wei, YIN Ming, LUAN Jing, GUO Yu. Image Fusion Algorithm Based on Shift-invariant Shearlet Transform[J]. Acta Photonica Sinica, 2013, 42(4): 496 Copy Citation Text show less
    References

    [1] BLUM R S, LIU Z. Multi-sensor image fusion and its applications[M]. Boca Raton: CRC Press, 2005: 1-10.

    [2] HUANG W, JING Z L. Evaluation of focus measures in multi-focus image fusion[J]. Pattern Recognition Letters, 2007, 28(4): 493-500.

    [3] LI S T, YANG B. Multi-focus image fusion using region segmentation and spatial frequency[J]. Image and Vision Computing, 2008, 26(7): 971-979.

    [4] LI S T, KWOK J T, WANG Y N. Using the discrete wavelet frame transform to merge Landsat TM and SPOT panchromatic images[J]. Information Fusion, 2002, 3(1): 17-23.

    [5] WANG H H. A new multiwavelet-based approach to image fusion[J]. Journal of Mathematical Imaging and Vision, 2004, 21(2): 177-192.

    [6] LEWIS J J, O′CALLAGHAN R J, NIKOLOV S G, et al. Pixel-and region-based image fusion with complex wavelets[J]. Information Fusion, 2007, 8(2): 119-130.

    [7] LI W, ZHU X F. An image fusion algorithm based on second generation wavelet transform and its performance evaluation[J]. Acta Aotomatica Sinica, 2007, 33(8): 817-822.

    [8] JIAO Li-cheng, TAN Shan. Development and prospect of image multiscale geometric analysis[J]. Acta Electronica Sinica, 2003, 31(12A): 1975-1981.

    [9] DO M N, VETTERLI M. The Contourlet transform: an efficient directional multiresolution image representation[J]. IEEE Transactions on Image Processing, 2005, 14(12): 2091-2106.

    [10] MIAO Q G, WANG B S. A novel image fusion method using contourlet transform[C]. Proceedings 2006 International Conference on Communications, Circuits and Systems Processing, 2006, 548-552.

    [11] YANG L, GUO B L, NI W. Multimodality medical image fusion based on multiscale geometric analysis of Contourlet transform[J]. Neurocomputing, 2008, 72(1/3): 203-211.

    [12] CUNHA A L, ZHOU J P, DO M N. The Nonsubsampled Contourlet Transform: theory, design and application[J]. IEEE Transactions on Image Processing, 2006, 15(10): 3089-3101.

    [13] ZHANG Q, GUO B L. Multifocus fusion using the nonsubsampled contourlet transform[J]. Signal Processing, 2009, 89(7): 1334-1346.

    [14] LI H F, CHAI Y, LI Z F. Multi-focus image fusion based on nonsubsampled contourlet transform and focused regions detection[J]. Optik-International Journal for Light and Electron Optics, 2013, 124(1): 40-51.

    [15] GUO K, LABATE D. Optimally sparse multidimensional representation using shearlets[J]. SIAM Journal on Mathematical Analysis, 2007, 39(1): 298-318.

    [16] EASLEY G, LABATE D, LIM W Q. Sparse directional image representations using the discrete shearlet transform[J]. Applied and Computational Harmonic Analysis, 2008, 25(1): 25-46.

    [17] YI S, LABATE D, EASLEY G R, et al. A shearlet approach to edge analysis and detection [J]. IEEE Transactions on Image Processing, 2009, 18(5): 929-941.

    [18] DENG C, WANG S, CHEN X. Remote sensing images fusion algorithm based on shearlet transform[C]. In: Proceeding of International Conference on Environmental Science and Information Application Technology. ACM, WuHan, China, 2009: 451-454.

    [19] MIAO Q G, SHI C, XU P F, et al. A novel algorithm of image fusion using shearlets[J]. Optics Communications, 2011, 284(6): 1540-1547.

    [20] WANG L, LI Bin, TIAN L F. Multi-modal medical image fusion using the inter-scale and intra-scale dependencies between image shift-invariant shearlet coefficients[J/OL]. Information Fusion, 2012[2012-10-22]. http: //dx.doi.org/10.1016/j.inffus.2012.03.002.

    [21] ZHANG Z, BLUM R S. A categorization of multiscale-decomposition-based image fusion schemes with a performance study for a digital camera application [J]. Proceedings of the IEEE, 1999, 87(8): 1315-1326.

    [22] TAKEDA H, FARSIU S, MILANFAR P. Kernel regression for image processing and reconstruction[J]. IEEE Transactions on Image Processing, 2007, 16(2): 349-366.

    [23] THAIPANICH T, OH B T, WU P H, et al. Improved image denoising with adaptive Nonlocal means (ANL-Means) algorithm[J]. IEEE Transactions on Consumer Electronics, 2010, 56(4): 2623-2630.

    [24] XU Guang-yu, TAN Jie-qing, ZHONG Jin-qin. Adaptive efficient non-local image filtering[J]. Journal of Image and Graphics, 2012, 17(4): 471-479.

    [25] LI T J, WANG Y Y. Biological image fusion using a NSCT based variable-weight method[J]. Information Fusion, 2011, 12(2): 85-92.

    [26] HU Gang, JI Xiao-min, LIU Zhe, et al. Regional feature self-adaptive image fusion method based on nonsubsampled steerable pyramid transform[J]. Journal of Computer-Aided Design & Computer Graphics, 2012, 24(5): 637-648.

    [27] QU G H, ZHANG D L, YAN P F. Information measure for performance of image fusion[J]. Electronics Letters, 2002, 38(7): 313-315.

    [28] PETROVIC V, XYDEAS C. On the effects of sensor noise in pixel-level image fusion performance[C]. Proceedings Of the Third International Conference on Information Fusion, IEEE Press, 2000, 2: 14-19.

    CLP Journals

    [1] CAI Huai-yu, ZHUO Li-ran, ZHU Pan, HUANG Zhan-hua, WU Xiao-yu. Fusion of Infrared and Visible Images Based on Non-subsampled Contourlet Transform and Intuitionistic Fuzzy Set[J]. Acta Photonica Sinica, 2018, 47(6): 610002

    LIU Wei, YIN Ming, LUAN Jing, GUO Yu. Image Fusion Algorithm Based on Shift-invariant Shearlet Transform[J]. Acta Photonica Sinica, 2013, 42(4): 496
    Download Citation