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基于计算机视觉的地形3D重建 被引量:1

RECONSTRUCTION ON 3D TOPOGRAPHY BASED ON COMPUTER VISION
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摘要  构造3D地形模型有很多种方法,本文提出一种用数码相机获得的未标定照片获取三维地形模型的简单方法,这种方法仅需要从两幅或多幅照片中选取对应点,根据这些对应点,求出基本矩阵,摄像机矩阵,进而进行三维地形表面的估计,实验结果及算法分析表明,本文提出的特征匹配算法精确度较高,实现地形重建方法切实可行,生成的模型可视效果较好。 There are many methods to estimate 3D topography model. Here we present a simple methodology to extract the three-dimensional topographic surface from photographs taken with a hand-held camera with no constraints imposed on the camera positions or field survey. The technique requires only the selection of corresponding points in three or more photographs. From these corresponding points,we could calculate fundamental matrix and camera matrix, and estimate 3D surface topography. Experimental results demonstrate the high accuracy of the corner matching algorithm and vividness of the topography model. Algorithmic analysis shows that our approaches can be applied to topography reconstructon.
出处 《地质灾害与环境保护》 2004年第2期74-77,共4页 Journal of Geological Hazards and Environment Preservation
关键词 计算机视觉 三维重建 特征匹配 基本矩阵 摄像机矩阵 computer vision 3D reconstruction corner matching fundamental matrix camera matrix
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  • 1王行风,徐寿成.三维地形飞行浏览的研究及实现[J].计算机应用研究,2002,19(12):54-57. 被引量:13
  • 2Arjun M Heimsath,Hany Farid.Hillslope Topography From Unconstrained Photographs[J].Mathematical Geology,2002,34(2):929-952.
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