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Journals >Acta Photonica Sinica >Volume 50 >Issue 12 >Page 1210001 > Article

Acta Photonica Sinica
Vol. 50, Issue 12, 1210001 (2021)

Multi-focus Fusion Method Based on Multi-Scale Local Weighted Variance

Yifan HAO^1、2、3 and Yi JIAN^1、2、*

Author Affiliations

¹Key Laboratory of Infrared Detection and Imaging Technology， Chinese Academy of； Sciences， Shanghai 200083， China

²Shanghai Institute of Technical Physics， Chinese Academy of Sciences， Shanghai 200083， China

³University of Chinese Academy of Sciences， Beijing 100049， China

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DOI: 10.3788/gzxb20215012.1210001 Cite this Article

Yifan HAO, Yi JIAN. Multi-focus Fusion Method Based on Multi-Scale Local Weighted Variance[J]. Acta Photonica Sinica, 2021, 50(12): 1210001 Copy Citation Text

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References

[1] H F DING, J Q LU, W A WOODEN et al. Refractive indices of human skin tissues at eight wavelengths and estimated dispersion relations between 300 and 1600 nm. Physics in Medicine and Biology, 51, 1479-1489(2006).

[2] S J ZHU, R TIAN, A L ANTARIS et al. Near-Infrared-II molecular dyes for cancer imaging and surgery. Advanced Materials, 31, 25(2019).

[3] J H JIAO, J L ZHANG, F YANG et al. Quicker, deeper and stronger imaging: a review of tumor-targeted, near-infrared fluorescent dyes for fluorescence guided surgery in the preclinical and clinical stages. European Journal of Pharmaceutics and Biopharmaceutics, 152, 123-143(2020).

[4] P J BURT, E H ADELSON. The laplacian pyramid as a compact image code. IEEE Transactions on Communications, 31, 532-540(1983).

[5] A TOET, L J VANRUYVEN, J M VALETON. Merging thermal and visual images by a contrast pyramid. Optical Engineering, 28, 789-792(1989).

[6] O ROCKINGER. Image sequence fusion using a shift-invariant wavelet transform(1997).

[7] M ABDIPOUR, M NOOSHYAR. Multi-focus image fusion using sharpness criteria for visual sensor networks in wavelet domain. Computers & Electrical Engineering, 51, 74-88(2016).

[8] Qiang ZHANG, Baolong GUO. Research on image fusion based on the nonsubsampled contourlet transform(2007).

[9] Y YANG, S TONG, S Y HUANG et al. Multifocus image fusion based on NSCT and focused area detection. IEEE Sensors Journal, 15, 2824-2838(2015).

[10] Liangliang LI, Yujuan SI, Zhenhong JIA. Microscopy mineral image enhancement based on improved adaptive threshold in nonsubsampled shearlet transform domain. AIP Advances, 8, 035002(2018).

[11] Shuaiqi LIU, Zhihui ZHU, Huiya LIU et al. Multi-focus image fusion using self-similarity and depth information in nonsubsampled shearlet transform domain. International Journal of Signal Processing, Image Processing and Pattern Recognition, 9, 347-360(2016).

[12] T WAN, C C ZHU, Z C QIN. Multifocus image fusion based on robust principal component analysis. Pattern Recognition Letters, 34, 1001-1008(2013).

[13] Q ZHANG, Y LIU, R S BLUM et al. Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review. Information Fusion, 40, 57-75(2018).

[14] Y LIU, S P LIU, Z F WANG. A general framework for image fusion based on multi-scale transform and sparse representation. Information Fusion, 24, 147-164(2015).

[15] Z B WANG, S WANG, Y ZHU et al. Review of image fusion based on pulse-coupled neural network. Archives of Computational Methods in Engineering, 23, 659-671(2016).

[16] S T LI, B YANG. Multifocus image fusion using region segmentation and spatial frequency. Image and Vision Computing, 26, 971-979(2008).

[17] W TAN, H X ZHOU, Y YU et al. Multi-focus image fusion using spatial frequency and discrete wavelet transform(2017).

[18] X Z BAI, Y ZHANG, F G ZHOU et al. Quadtree-based multi-focus image fusion using a weighted focus-measure. Information Fusion, 22, 105-118(2015).

[19] X H QIU, M LI, L Q ZHANG et al. Guided filter-based multi-focus image fusion through focus region detection. Signal Processing-Image Communication, 72, 35-46(2019).

[20] S LI, X D KANG, J W HU et al. Image matting for fusion of multi-focus images in dynamic scenes. Information Fusion, 14, 147-162(2013).

[21] S SUWAJANAKORN, C HERNANDEZ, S M SEITZ et al. Depth from focus with your mobile phone. 2015 IEEE Conference on Computer Vision and Pattern Recognition, 3497-3506(2015).

[22] V M BOVE. Entropy-based depth from focus. Journal of the Optical Society of America a-Optics Image Science and Vision, 10, 561-566(1993).

[23] J L MA, Z Q ZHOU, B WANG et al. Infrared and visible image fusion based on visual saliency map and weighted least square optimization. Infrared Physics & Technology, 82, 8-17(2017).

[24] Z Q ZHU, M G ZHENG, G Q QI et al. A phase congruency and local laplacian energy based multi-modality medical image fusion method in nsct domain. IEEE Access, 7, 20811-20824(2019).

[25] J Y MA, Y MA, C LI. Infrared and visible image fusion methods and applications: A survey. Information Fusion, 45, 153-178(2019).

[26] Z WANG, A C BOVIK, H R SHEIKH et al. Image quality assessment: From error visibility to structural similarity. IEEE Transactions on Image Processing, 13, 600-612(2004).

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

[28] Z Q ZHOU, M J DONG, X Z XIE et al. Fusion of infrared and visible images for night-vision context enhancement. Applied Optics, 55, 6480-6490(2016).

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