Laser & Optoelectronics Progress, Volume. 59, Issue 4, 0410007(2022)

Remote Sensing Image Mosaic Based on Distribution Measure and Saliency Information

Didi Zhao1,2,3, Jiahui Li1,2,3, Fenli Tan1,2,3, Chenxin Zeng1,2,3, and Yiqun Ji1,2,3、*
Author Affiliations
  • 1School of Optoelectronic Science and Engineering, Soochow University, Suzhou , Jiangsu 215006, China
  • 2Key Laboratory of Advanced Optical Manufacturing Technologies of Jiangsu Province, Soochow University, Suzhou , Jiangsu 215006, China
  • 3Key Laboratory of Modern Optical Technologies of Education Ministry China, Soochow University, Suzhou , Jiangsu 215006, China
  • show less
    Figures & Tables(10)
    Overall workflow of the two image stitching
    Distribution measure RANSAC algorithm
    Schematic of optimal inlier selection. (a) Tentative inliers Ck, |Ck|=231; (b) tentative inliers Ck+1, |Ck+1|=220; (c) Delaunay triangulation constructed according to Ck, Dk=3.474; (d) Delaunay triangulation constructed according to Ck+1, Dk+1=2.1361
    Schematic of saliency information extraction in remote sensing image. (a) Line segment detection result; (b) saliency information map
    Two-scale image fusion
    Three pairs of remote sensing images
    Quantitative analysis of algorithm performance. (a) MI; (b) FSIM
    Comparison of seamline detection and smooth transition fusion of four algorithms. (a) Seamline of Chon's algorithm; (b) seamline of HVDA algorithm; (c) seamline of QESE algorithm; (d) seamline of proposed algorithm; (e)‒(h) enlargements of corresponding box area
    Mosaic comparison of remote sensing sequence images. (a) AutoStitch; (b) ICE; (c) QESE; (d) proposed algorithm; (e)‒(h) enlargements of corresponding box area
    • Table 1. Quantitative analysis of each algorithm for seamline detection and two-scale fusion

      View table

      Table 1. Quantitative analysis of each algorithm for seamline detection and two-scale fusion

      ParameterChon’sHVDAQESEProposed algorithm
      SSIM0.88410.850.88150.9098
      PSNR29.08627.82230.597931.3778
      Time /s311.695739.2018470.209231.5509
    Tools

    Get Citation

    Copy Citation Text

    Didi Zhao, Jiahui Li, Fenli Tan, Chenxin Zeng, Yiqun Ji. Remote Sensing Image Mosaic Based on Distribution Measure and Saliency Information[J]. Laser & Optoelectronics Progress, 2022, 59(4): 0410007

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Image Processing

    Received: Feb. 25, 2021

    Accepted: Mar. 25, 2021

    Published Online: Jan. 25, 2022

    The Author Email: Yiqun Ji (jiyiqun@suda.edu.cn)

    DOI:10.3788/LOP202259.0410007

    Topics