基于极坐标拉格朗日插值的航空图像畸变校正算法

IF 0.7 4区 物理与天体物理 Q3 CRYSTALLOGRAPHY 液晶与显示 Pub Date : 2018-05-25 DOI:10.3788/yjyxs20183305.0418
马天娇 Ma Tian-jiao, 韩广良 Han Guang-liang, 孙海江 Sun Hai-jiang
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引用次数: 1

摘要

由于航拍图像的高度远低于卫星图像的高度,这可能导致每个拍摄位置之间的投影大小和方向不同,在大多数情况下会导致严重的图像失真。此外,图像边缘区域的畸变程度比中心区域严重得多,本文提出了一种基于极坐标拉格朗日插值的畸变校正方法。我们使用这种方法对极坐标系中的单个像素进行插值。根据插值结果对像素进行校正后,像素坐标表达式将从极坐标重新转换为笛卡尔坐标。最后,该方法将用于在整个航空图像中逐像素校正失真。实验结果表明,校正后的航空图像畸变率不超过3%,证明了该算法不仅能有效地校正畸变图像,而且与传统的畸变校正方法(如利用直接线性变换获得畸变矩阵)相比,具有广泛的适用性。
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Aerial image distortion correction algorithm based on polar coordinate Lagrange interpolation
Since the height of aerial image shot is much lower than the height of satellite image shot, this may lead to the differences of the projection sizes and directions between every shooting location, which will result in serious picture distortion in most cases. In addition, the degree of distortion of the image edge region is much more serious than that in the center region, a distortion correction method based on Lagrange interpolation of polar coordinates has been proposed by this paper. We use this method to interpolate the single pixel in polar coordinates system. The pixel coordinate expression will be reconverted from polar coordinates to Cartesian coordinates after we corrected the pixel according the consequence of interpolation. And finally this method will be used to correct distortion pixel-by-pixel throughout the aerial image. The experiment results show that the corrected aerial image distortion does not exceed 3%, which proves that this algorithm can not only correct distortion image effectively, but also has a wide applicability compared with the traditional distortion correction methods, such as making use of the Direct Linear Transformation to obtain the distortion matrix.
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来源期刊
液晶与显示
液晶与显示 CRYSTALLOGRAPHY-
CiteScore
1.40
自引率
50.00%
发文量
4939
期刊介绍:
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