Researching | Medical Image Fusion Based on Improved Guided Filtering and Dual-Channel Pulse Coupled Neural Networks

Journals >Laser & Optoelectronics Progress >Volume 56 >Issue 15 >Page 151004 > Article

Laser & Optoelectronics Progress
Vol. 56, Issue 15, 151004 (2019)

Medical Image Fusion Based on Improved Guided Filtering and Dual-Channel Pulse Coupled Neural Networks

Jian Wang and Xisheng Wu^*

Author Affiliations

School of Internet of Things Engineering, Jiangnan University, Wuxi, Jiangsu 214122, China

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DOI: 10.3788/LOP56.151004 Cite this Article Set citation alerts

Jian Wang, Xisheng Wu. Medical Image Fusion Based on Improved Guided Filtering and Dual-Channel Pulse Coupled Neural Networks[J]. Laser & Optoelectronics Progress, 2019, 56(15): 151004 Copy Citation Text

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References

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[2] Ganasala P, Kumar V. Feature-motivated simplified adaptive PCNN-based medical image fusion algorithm in NSST domain[J]. Journal of Digital Imaging, 29, 73-85(2016). http://www.ncbi.nlm.nih.gov/pubmed/26032980

[3] Li M L, Li Y J, Wang H M et al. Fusion algorithm of infrared and visible images based on NSCT and PCNN[J]. Opto-Electronics Engineering, 37, 90-95(2010).

[4] Zhao D, Dai W Z, Li J F. Medical image fusion based on NSST and improved PCNN[J]. Journal of Optoelectronics·Laser, 29, 95-104(2018).

[5] He K M, Sun J, Tang X O. Guided image filtering[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35, 1397-1409(2013).

[6] Li S T, Kang X D, Hu J W. Image fusion with guided filtering[J]. IEEE Transactions on Image Processing, 22, 2864-2875(2013). http://ieeexplore.ieee.org/document/6423909

[7] 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).

[8] Wang R R, Yang Y D. Image fusion algorithm based on complex shearlet transform coupled with improved guided filtering[J]. Journal of Electronic Measurement and Instrumentation, 32, 126-133(2018).

[9] Bavirisetti D P, Kollu V, Gang X et al. Fusion of MRI and CT images using guided image filter and image statistics[J]. International Journal of Imaging Systems and Technology, 27, 227-237(2017). http://onlinelibrary.wiley.com/doi/10.1002/ima.22228/pdf

[10] Li J, Yang Y C, Dang J W et al. Multi-focus image fusion based on NSCT and guided filtering[J]. Laser & Optoelectronics Progress, 55, 071007(2018).

[11] Guo X P, Duan X H, Xia J X. Application and research based on two-channel PCNN[J]. Science Technology and Engineering, 12, 9225-9233(2012).

[12] Bhatnagar G. Wu Q M J, Liu Z. Directive contrast based multimodal medical image fusion in NSCT domain[J]. IEEE Transactions on Multimedia, 15, 1014-1024(2013). http://dl.acm.org/citation.cfm?id=2719484

[13] Yang Y, Tong S, Huang S Y et al. Multifocus image fusion based on NSCT and focused area detection[J]. IEEE Sensors Journal, 15, 2824-2838(2015). http://ieeexplore.ieee.org/document/6983550

[14] Ding S F, Zhao X Y, Xu H et al. NSCT-PCNN image fusion based on image gradient motivation[J]. IET Computer Vision, 12, 377-383(2018). http://ieeexplore.ieee.org/document/8361736/

[15] Wang H Q. Image fusion visible and infrared image based on NSCT and neighborhood features[J]. Information & Communications, 31, 17-20(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).

[17] Feng Y, He X S, Yang X S. Infrared and visual image fusion based on NSCT and hybrid particle swarm optimization[J]. Electronics Optics & Control, 25, 23-27(2018).

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Jian Wang, Xisheng Wu. Medical Image Fusion Based on Improved Guided Filtering and Dual-Channel Pulse Coupled Neural Networks[J]. Laser & Optoelectronics Progress, 2019, 56(15): 151004

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