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焦思源, 蔡龙涛, 高炯笠, 等. 一种改进图割模型的正射影像拼接线搜索算法J. 桂林电子科技大学学报, 2025, 45(6): 558-564. DOI: 10.16725/j.1673-808X.2023211
引用本文: 焦思源, 蔡龙涛, 高炯笠, 等. 一种改进图割模型的正射影像拼接线搜索算法J. 桂林电子科技大学学报, 2025, 45(6): 558-564. DOI: 10.16725/j.1673-808X.2023211
JIAO Siyuan, CAI Longtao, GAO Jiongli, et al. An orthophoto image stitching line detection algorithm of improved graph cut modelJ. Journal of Guilin University of Electronic Technology, 2025, 45(6): 558-564. DOI: 10.16725/j.1673-808X.2023211
Citation: JIAO Siyuan, CAI Longtao, GAO Jiongli, et al. An orthophoto image stitching line detection algorithm of improved graph cut modelJ. Journal of Guilin University of Electronic Technology, 2025, 45(6): 558-564. DOI: 10.16725/j.1673-808X.2023211

一种改进图割模型的正射影像拼接线搜索算法

An orthophoto image stitching line detection algorithm of improved graph cut model

  • 摘要: 数字正射影像(DOM)拼接是获取完整地物信息的重要手段,但DOM拼接过程中易受色差和投影差影响,存在拼接线横穿地物现象。针对多组DOM拼接时存在的图像拼接线和几何错位问题,为获取全景影像高质量拼接线,提出了一种改进图割模型的正射影像拼接线搜索算法。首先,通过高斯图像金字塔算法在保证图像尺度不变形和平滑性基础上进行下采样,以提高DOM数据处理效率;之后,利用现有高程信息对不同DOM每个像素融入绝对高程数据,并通过色差、梯度差和高程梯度差构建代价约束函数,以获取全景影像像素间代价信息;最后,通过最大流/最小割原理得到全景影像拼接线最优解。研究结果表明,与传统算法相比,本算法能够在快速搜索全景影像拼接线前提下有效避开地面完整地物,解决多组DOM数据拼接过程中的几何错位问题,获取一条符合人眼视觉效果的最佳拼接线。

     

    Abstract: Digital orthophoto map(DOM) splicing is an important means of obtaining complete feature information, but DOM splicing is susceptible to the phenomenon of splicing lines across the features in the process of color difference and projection difference. Therefore, in order to obtain high-quality splicing lines in panoramic images, we need to solve the problems of image splicing lines and geometric misalignment when multiple DOMs are spliced together, and propose an orthophoto splicing line search algorithm with an improved graph cut model. Firstly, the Gaussian image pyramid algorithm is applied for downsampling, ensuring the image scale remains undistored and smooth while improving DOM data processing efficiency; after that, the existing elevation information is utilized to incorporate the absolute elevation data for each pixel of different DOMs, and the cost constraint function is constructed by using the chromatic difference, gradient variation, and elevation gradient to obtain the inter-pixel cost information of the panoramic image; finally, the optimal solution for the panoramic image stitching line is obtained by using the principle of max-flow/min-cut. Finally, the optimal solution of the panoramic image splicing line is obtained by the principle of maximum flow/minimum cut. The results show that compared with the traditional algorithms, this algorithm can avoid the complete ground features under the premise of fast searching panoramic image splicing line, solve the geometric misalignment problem in the process of multiple DOM data splicing, and obtain an optimal splicing line that meets human visual perception requirements.

     

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