哈尔滨工业大学电子与信息工程学院,哈尔滨,150001
网络首发:2012-12-10,
纸质出版:2012
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王春媛 1, 张晔 1, 吴扬 2, 等. 融合共线方程和多项式修正的遥感影像正射校正[J]. 西安交通大学学报, 2012,46(12):49-54.
An Ortho-Rectification Algorithm Based on Collinearity Equation and Polynomial Error Modification for Remote Sensing Imagery[J]. 2012, 46(12): 49-54.
针对线阵推扫式遥感影像正射校正中飞行方向校正误差较大和扫描方向校正误差不均匀的问题
提出一种融合共线方程和多项式残差修正的高精度正射校正新算法(CPOR).该算法首先在传统共线方程的基础上增加一个循环迭代步骤对每扫描行的外方位元素进行精确解算
然后对像平面坐标进行初次校正估计; 之后利用控制点处的估计偏差构造多项式误差方程
对每个像坐标进行残差估计并修正
最终完成正射校正过程.实验结果表明
CPOR算法经过循环迭代求解外方位元素和多项式修正估计残差
使校正误差在行方向和列方向都呈均匀分布
并使整体校正误差小于2个像元
平均校正误差较之其他传统校正方法提高了5~6像素.
The existing ortho-rectification algorithms for linear-pushbroom scanning imagery generally result in the high correction error in flight direction and the uneven correction error of quite big breadth image in the scanning direction. A new algorithm based on amalgamation of collinearity equation and polynomial(CPOR)is proposed for highly accurate ortho-rectification. Iterations are conducted as an additional step in the traditional collinearity equation to improve the calculating precision of orientation parameters of each scan line and to estimate image coordinates. Then a polynomial error equation is constructed using estimated errors of control points to modify the error of each coordinate. Experimental results show that the rectification errors of the CPOR algorithm in both the flight direction and the scanning direction distribute more uniformly. The overall errors are less than 2 pixels
and the average errors are improved by 5-6 pixels compared with the traditional methods.
GONCALVES H, CORRE-REAL L, GONCALVES J A. Automatic image registration through image segmentation and SIFT [J]. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49(7): 2589-2600.
INGLADA J, MURON V, PICHARD D, et al. Analysis of artifacts in subpixel remote sensing image registration [J].IEEE Transactions on Geoscience and Remote Sensing, 2007, 45(1):254-264.
KANG Y S, HO Y S. An efficient image rectification method for parallel multi-camera arrangement [J]. IEEE Transactions on Consumer Electronics, 2011, 57(3): 1041-1048
MA Jianglin, CHAN J C, CANTERS F. Fully automatic subpixel image registration of multiangle CHRIS/proba data [J]. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48(7):2829-2839.
SHU Lixia, TAN Tieniu. SAR and SPOT image registration based on mutual information with contrast measure [C]∥Proceedings of the IEEE International Conference on Image Processing. Piscataway, NJ, USA:IEEE,2007:429-432.
BENTOUTOU Y, TALEB N, KPALMA K, et al. An automatic image registration for applications in remote sensing [J]. IEEE Transactions on Geoscience and Remote Sensing, 2005, 43(9): 2127-2137.
TOUTIN T. Review article: geometric processing of remote sensing images: models, algorithms and methods[J]. International Journal of Remote Sensing, 2004, 25(10):1893-1924.
TAO V C, HU Yong. A comprehensive study of the rational function model for photogrammetric processing [J]. PE RS, 2001, 67(12): 1347-1357
WANG Peng, QU Zhiguo, WANG Ping, et al. A coarse-to-fine matching algorithm for FLIR and optical satellite image registration[J]. IEEE Geoscience and Remote Sensing Letters, 2011, 9(4): 599-603.
朱述龙,史文中,张艳,等. 线阵推扫式影像近似几何校正算法的精度比较[J]. 遥感学报,2004,8(3):220-226.
ZHU Shulong, SHI Wenzhong, ZHANG Yan, et al. Precision comparison of several algorithms for approximate rectification of linear array push-broom imagery [J]. Journal of Remote Sensing, 2004, 8(3):220-226.
张过,厉芳婷,江万寿,等. 推扫式光学卫星影像系统几何校正产品的三维几何模型及定向算法研究[J]. 测绘学报,2010, 39(1):35-38.
ZHANG Guo, LI Fangting, JIANG Wanshou, et al. Study of three-dimensional geometric model and orientation algorithms for systemic geometric correction of push-broom optical satellite image [J]. Acta Geodaetica et Cartographica Sinica, 2010, 39(1):35-38.
CHEN Liang-Chien. Rigorous generation of digital orthophotos from SPOT images[J]. Photogrammetric Engineering Remote Sensing, 1993,59(5):655-661.
XU Lingfeng, AU O C, SUN Wenxiu, et al. Image rectification for single camera stereo system [C]∥Proceedings of the IEEE International Conference on Image Processing. Piscataway, NJ, USA: IEEE, 2011:977-980.
GONCALVES H, GONCALVES J A, CORRE-REAL L. Measures for an objective evaluation of the geometric correction process quality [J]. IEEE Geoscience and Remote Sensing Letters, 2009, 2(6):292-296.
司刚全,张寅松,娄勇. 考虑自支持度和互支持度的多传感器一致性测度算子. 2012,46(10):20-23.
代亮, 许宏科, 陈婷. 无线传感器网络可分负载调度算法. 2012,46(6):23-28.
杨艺,韩崇昭,韩德强. 一种多源遥感图像分割的融合新策略.2010,44(6):88-92.
代亮,沈中,常义林,等. 无线传感器网络多轮任务调度算法. 2010,44(6):27-32.
杨艺,韩崇昭,韩德强. 一种多源遥感图像分割的融合新策略. 2010,44(6):88-92.
曹巨明,吾守尔·斯拉木,梁晋,等. 移动最小二乘增量式多视点云数据融合算法. 2009,43(9):46-50.
梁新合,梁晋,郭成,等. 法向约束的多幅点云数据融合算法. 2009,43(9):71-75.
许学斌,张德运,张新曼,等. 基于特征层和二代曲波变换的多模生物特征融合识别方法. 2009,43(10):32-36.
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