Optics and Precision Engineering, Volume. 22, Issue 1, 169(2014)

Superresolution fusion of multi-focus image based on multiscale sparse dictionary

PENG Zhen-ming*... JING Liang, HE Yan-min and Zhang Ping |Show fewer author(s)
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    References(16)

    [1] [1] MIAO Q G, WANG B SH. A novel algorithm of multi-focus image fusion using adaptive pCNN [J]. Journal Electronics & Information Technology, 2006, 28(3): 466-470.(in Chinese)

    [2] [2] HUANG W, JING ZH L. Multi-focus image fusion using pulse coupled neural network [J]. Pattern Recognition Letters, 2007, 28(9): 1123-1132.

    [3] [3] TIAN J, CHEN L, MA L H, et al.. Multi-focus image fusion using a bilateral gradient-based sharpness criterion [J]. Optics Communications, 2011, 284(1): 80-87.

    [4] [4] ZHANG X M, LI J SH, YI ZH X, et al.. Image fusion based on nonsampled contourlet[J]. Electronics Optical & Control, 2008, 15(7): 16-19.(in Chinese)

    [5] [5] MIAO Q G, SHI CH, XU P F, et al.. Multi-focus image fusion algorithm based on shearlets [J]. Chinese Optics Letters, 2011,9(4): 1-5.

    [6] [6] ESKICIOGLU A M. Image quality measures and their performance [J]. IEEE Transactions on Communications, 1995, 43(12): 2959-2965.

    [7] [7] KONG J, ZHENG K Y, ZHANG J B, et al.. Multi-focus image fusion using spatial frequency and genetic algorithm[J]. International Journal of Computer Science and Network Security, 2008, 8(2): 220-224.

    [8] [8] LI SH T, YANG B. Multi-focus image fusion using region segmentation and spatial frequency [J]. Image and Vision Computing, 2008, 26(7): 971-979.

    [9] [9] MARUTHI R. Multi focus image fusion technique in spatial domain using an image variance as a focus measure [J]. Journal on Future Engineering and Technology, 2010, 5(3): 24-31.

    [10] [10] HE Y M, GAN T, CHEN W F, et al.. Multi-stage image denoising based on correlation coefficient matching and sparse dictionary pruning [J]. Signal Processing, 2012, 92: 139-149.

    [11] [11] HE Y M, GAN T, CHEN W F. Two-stage Image Denoising Based on Sparse Representations [J]. Journal of Electronics & Information Technology, 2012, 34(9): 2268-2272.(in Chinese)

    [12] [12] YANG J CH, JOHN W, HUANG T S, et al.. Image super-resolution via sparse representation[J]. IEEE Transactions on Image Processing, 2010, 19(11): 2861-2873.

    [13] [13] ZEYDE R, ELAD M, PROTTER M. On single image scale-up using sparse-representations[J]. Curves and Surfaces, 2010: 711-730.

    [15] [15] LU J ZH, ZHANG Q H, XU ZH Y, et al.. Image super-resolution reconstruction algorithm using over-complete sparse representation[J]. Systems Engineering and Electronics, 2012, 34(2): 403-408.(in Chinese)

    [16] [16] AHARON M, ELAD M, BRUCKSTEIN A M. K-SVD: An algorithm for designing over-complete dictionaries for sparse representation[J]. IEEE Trans. on Signal Processing, 2006, 54(11): 4311-4322.

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    PENG Zhen-ming, JING Liang, HE Yan-min, Zhang Ping. Superresolution fusion of multi-focus image based on multiscale sparse dictionary[J]. Optics and Precision Engineering, 2014, 22(1): 169

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    Paper Information

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    Received: Aug. 16, 2013

    Accepted: --

    Published Online: Feb. 18, 2014

    The Author Email: Zhen-ming PENG (zmpeng@uestc.edu.cn)

    DOI:10.3788/ope.20142201.0169

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