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Laser & Optoelectronics Progress, Volume. 57, Issue 22, 221007(2020)

Multi-focus Image Fusion Algorithm Based on Extended Phase Stretch Transform

Yafeng Zhang1、*, Zexun Geng1,2, and Junmin Wang1
Author Affiliations
  • 1College of Information Engineering, Pingdingshan University, Pingdingshan, Henan 467000, China
  • 2Institute of Surveying and Mapping, Information Engineering University, Zhengzhou, Henan 450001, China
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    [1] Wang J, Wu X S. Medical image fusion based on improved guided filtering and dual-channel pulse coupled neural networks[J]. Laser & Optoelectronics Progress, 56, 151004(2019).

    [2] Cao J, Chen H, Zhang J W. Research on multi-focus image fusion algorithm based on super resolution[J]. Computer Engineering and Applications, 56, 180-186(2020).

    [3] Ouyang N, Li Z, Yuan H et al. Multi-focus image fusion based on adaptive sparse representation[J]. Microelectronics & Computer, 32, 22-26, 31(2015).

    [4] Qu X B, Yan J W, Xiao H Z et al. Image fusion algorithm based on spatial frequency-motivated pulse coupled neural networks in nonsubsampled contourlet transform domain[J]. Acta Automatica Sinica, 34, 1508-1514(2008).

    [5] Asghari M H, Jalali B. Anamorphic transformation and its application to time-bandwidth compression[J]. Applied Optics, 52, 6735-6743(2013). http://europepmc.org/abstract/MED/24085172

    [6] Suthar M, Asghari H, Jalali B. Feature enhancement in visually impaired images[J]. IEEE Access, 6, 1407-1415(2018). http://ieeexplore.ieee.org/document/8168835

    [7] Asghari M H, Jalali B. Discrete anamorphic transform for image compression[J]. IEEE Signal Processing Letters, 21, 829-833(2014). http://ieeexplore.ieee.org/document/6804641

    [8] Ilovitsh T, Jalali B, Asghari M H et al. Phase stretch transform for super-resolution localization microscopy[J]. Biomedical Optics Express, 7, 4198-4209(2016).

    [9] Asghari M H, Jalali B. Edge detection in digital images using dispersive phase stretch transform[J]. International Journal of Biomedical Imaging, 2015, 687819(2015). http://www.ncbi.nlm.nih.gov/pubmed/25878656

    [10] Qian W, Chang X, Hu L. Infrared and visible image pseudo color fusion algorithm based on improved color transfer strategy and NSCT[J]. Infrared Technology, 41, 555-560(2019).

    [11] Jin X, Nie R C, Zhou D M et al. Multifocus color image fusion based on NSST and PCNN[J]. Journal of Sensors, 2016, 1-12(2016). http://smartsearch.nstl.gov.cn/paper_detail.html?id=6c0c2c1447fbc8557698420a000fdcd1

    [12] Li X L, Nie X F, Huang H B et al. Remote sensing image fusion method based on guided filter and histogram matching[J]. Video Engineering, 42, 17-20, 76(2018).

    [13] Luo X Q, Xiong M Y, Zhang Z C. Multi-focus image fusion method based on the joint convolution auto-encoder network[J]. Control and Decision, 35, 1651-1658(2020).

    [14] Zhou X L, Jiang Z T. Infrared and visible image fusion combining pulse-coupled neural network and guided filtering[J]. Acta Optica Sinica, 39, 1110003(2019).

    [15] Zhu D R, Xu L, Wang F B et al. Multi-focus image fusion algorithm based on fast finite shearlet transform and guided filter[J]. Laser & Optoelectronics Progress, 55, 011001(2018).

    [16] Yi W, Zeng Y, Yuan Z. Fusion of GF-3 SAR and optical images based on the nonsubsampled contourlet transform[J]. Acta Optica Sinica, 38, 1110002(2018).

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    Yafeng Zhang, Zexun Geng, Junmin Wang. Multi-focus Image Fusion Algorithm Based on Extended Phase Stretch Transform[J]. Laser & Optoelectronics Progress, 2020, 57(22): 221007

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    Paper Information

    Category: Image Processing

    Received: Feb. 10, 2020

    Accepted: Apr. 10, 2020

    Published Online: Oct. 27, 2020

    The Author Email: Yafeng Zhang (zhangyafeng@pdsu.edu.cn)

    DOI:10.3788/LOP57.221007

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology