• Laser & Optoelectronics Progress
  • Vol. 60, Issue 16, 1610012 (2023)
Wenqing Liu, Renhua Wang*, Xiaowen Liu, and Xin Yang
Author Affiliations
  • Department of Information and Cyber Security, People's Public Security University of China, Beijing 100038, China
  • show less
    DOI: 10.3788/LOP222293 Cite this Article Set citation alerts
    Wenqing Liu, Renhua Wang, Xiaowen Liu, Xin Yang. Infrared and Visible Image Fusion Method Based on Saliency Target Extraction and Poisson Reconstruction[J]. Laser & Optoelectronics Progress, 2023, 60(16): 1610012 Copy Citation Text show less
    Block diagram of the proposed fusion method
    Fig. 1. Block diagram of the proposed fusion method
    Flow chart of the saliency target extraction method
    Fig. 2. Flow chart of the saliency target extraction method
    Infrared image and saliency map. (a) Infrared image; (b) saliency map
    Fig. 3. Infrared image and saliency map. (a) Infrared image; (b) saliency map
    Threshold segmentation result. (a) Infrared image; (b) mask 1; (c) infrared sub-image 1
    Fig. 4. Threshold segmentation result. (a) Infrared image; (b) mask 1; (c) infrared sub-image 1
    Schematic of function y=xγ
    Fig. 5. Schematic of function y=xγ
    Comparison of Gamma correction results. (a) Infrared sub-image 1; (b) a=0.5, b=-0.5, c=2, d=0.5; (c) a=0.2, b=-0.2, c=5, d=1; (d) a=1, b=-1, c=1, d=1
    Fig. 6. Comparison of Gamma correction results. (a) Infrared sub-image 1; (b) a=0.5, b=-0.5, c=2, d=0.5; (c) a=0.2, b=-0.2, c=5, d=1; (d) a=1, b=-1, c=1, d=1
    Comparison of saliency target extraction results
    Fig. 7. Comparison of saliency target extraction results
    Comparison of gray fusion images and optimized fusion images
    Fig. 8. Comparison of gray fusion images and optimized fusion images
    Comparison of results between GTF method and proposed method
    Fig. 9. Comparison of results between GTF method and proposed method
    Comparison images of experimental results
    Fig. 10. Comparison images of experimental results
    Quantitative analysis results
    Fig. 11. Quantitative analysis results
    ParameterADFCVTDDCTPCAFPDEGTFIFEVIPMSVDFusionGANSwinFusionProposed method
    Time /s1.6992.55913.6372.5234.1681.3180.42538.74342.5107.332
    Table 1. Average running time of different methods
    Wenqing Liu, Renhua Wang, Xiaowen Liu, Xin Yang. Infrared and Visible Image Fusion Method Based on Saliency Target Extraction and Poisson Reconstruction[J]. Laser & Optoelectronics Progress, 2023, 60(16): 1610012
    Download Citation