Laser & Optoelectronics Progress, Volume. 58, Issue 6, 610010(2021)

Multi-Focus Image Fusion with Filter Operator and Double Scale Decomposition

Tian Shuai1, Ren Yafei1, Shao Xinye1,2, and Shao Jianlong1、*
Author Affiliations
  • 1Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan 650500, China
  • 2College of Engineering & Science, Florida Institute of Technology, Melbourne, FL 32901, USA
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    References(32)

    [1] Li H F, Li X S, Yu Z T et al. Multifocus image fusion by combining with mixed-order structure tensors and multiscale neighborhood[J]. Information Sciences, 349/350, 25-49(2016).

    [2] Yuan J, Chen H, Sun F C et al. Multisensor information fusion for people tracking with a mobile robot: a particle filtering approach[J]. IEEE Transactions on Instrumentation and Measurement, 64, 2427-2442(2015).

    [3] Tania S[M]. Image fusion: algorithms and applications(2008).

    [4] Zhang Q, Guo B L. Research on image fusion based on the nonsubsampled contourlet transform. [C]∥2007 IEEE International Conference on Control and Automation, May 30-June 1, 2007, Guangzhou, China. New York: IEEE, 3239-3243(2007).

    [18] Li H, Zhang L M, Jiang M R et al. Multi-focus image fusion algorithm based on supervised learning for fully convolutional neural networks[J]. Laser & Optoelectronics Progress, 57, 081051(2020).

    [20] Xu J B, Liu B, Lin H J et al. A new method for realizing LOG filter in image edge detection[C]. //Proceedings of 2011 6th International Forum on Strategic Technology, August 22-24, 2011, Harbin, Heilongjiang, Harbin. New York: IEEE, 733-737(2011).

    [21] Zain M A, Moallem P, Karimi-Alavijeh H et al. Fiber optic specklegram sensor based on image processing using LoG filter[C]. //2017 10th Iranian Conference on Machine Vision and Image Processing (MVIP), November 22-23, 2017, Isfahan, Iran. New York: IEEE, 114-118(2017).

    [23] Zhu X, Milanfar P. Automatic parameter selection for denoising algorithms using a No-reference measure of image content[J]. IEEE Transactions on Image Processing, 19, 3116-3132(2010).

    [24] Ma J L, Zhou Z Q, Wang B et al. Multi-focus image fusion based on multi-scale focus measures and generalized random walk[C]. //2017 36th Chinese Control Conference (CCC), July 26-28, 2017. Dalian, China. New York: IEEE, 8028223(2017).

    [30] Xydeas C S, Petrovic V. Objective image fusion performance measure[J]. Electronics Letters, 36, 308-309(2000).

    [31] Ho T K, Hull J J, Srihari S N. Decision combination in multiple classifier systems[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 16, 66-75(1994).

    [32] Qu G H, Zhang D L, Yan P F. Information measure for performance of image fusion[J]. Electronics Letters, 38, 313-315(2002).

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    Tian Shuai, Ren Yafei, Shao Xinye, Shao Jianlong. Multi-Focus Image Fusion with Filter Operator and Double Scale Decomposition[J]. Laser & Optoelectronics Progress, 2021, 58(6): 610010

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    Paper Information

    Category: Image Processing

    Received: Jun. 30, 2020

    Accepted: --

    Published Online: Mar. 16, 2021

    The Author Email: Jianlong Shao (sj-long@163.com)

    DOI:10.3788/LOP202158.0610010

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