摄影测量学与遥感

基于有理多项式模型的GF4卫星区域影像平差处理方法及精度验证

  • 皮英冬 ,
  • 杨博 ,
  • 李欣
展开
  • 1. 武汉大学遥感信息工程学院, 湖北 武汉 430072;
    2. 武汉大学计算机学院, 湖北 武汉 430072;
    3. 地球空间信息协同创新中心, 湖北 武汉 430079;
    4. 武汉大学测绘遥感信息工程国家重点实验室, 湖北 武汉 430079
皮英冬(1992-),男,硕士,研究方向为航空航天摄影测量。E-mail:piyingdong@whu.edu.cn

收稿日期: 2016-05-30

  修回日期: 2016-09-01

  网络出版日期: 2017-01-02

Block-adjustment and Accuracy Validation for GF4 Patch-images Based on RFM

  • PI Yingdong ,
  • YANG Bo ,
  • LI Xin
Expand
  • 1. School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430072, China;
    2. School of Computer Science, Wuhan University, Wuhan 430072, China;
    3. Collaborative Innovation Center of Geospatial Technology, Wuhan 430079, China;
    4. State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China

Received date: 2016-05-30

  Revised date: 2016-09-01

  Online published: 2017-01-02

摘要

分析了我国首颗静止轨道光学遥感卫星高分四号(GF4)特有的区域成像模式的几何特性,基于静止轨道成像基高比较小的几何特性提出一种利用平均高程面的区域网平差方法。该方法针对GF4卫星影像构建了基于有理多项式模型RFM的区域网平差模型,并在无控制条件下,对GF4卫星区域影像进行区域网平差处理,解决了GF4号区域影像由于定轨误差、定姿误差、大气折光以及镜头畸变等因素导致的拼接精度较低的问题。最后,通过两组真实数据试验对本文方法的精度及有效性进行了验证,同时分析了采用不同的误差补偿模型对于平差结果精度的影响。

本文引用格式

皮英冬 , 杨博 , 李欣 . 基于有理多项式模型的GF4卫星区域影像平差处理方法及精度验证[J]. 测绘学报, 2016 , 45(12) : 1448 -1454 . DOI: 10.11947/j.AGCS.2016.20160262

Abstract

It is analysed that the geometric characters of specific patch-imaging mode of GF4 which is the first geostationary orbit optical remote sensing satellite of China. And a block adjustment method using average elevation is proposed directing at the specific geometric character that the base to height ratio between images is very small. The method constructs the block adjustment model based on rational function model (RFM) and the proposed block adjustment method is employed on the GF4 patch-images without ground control, which solves the low splicing accuracy situation due to some factors, such as low orbit and attitude measurement accuracy, astronomical refraction and lens distortion etc. At last, in two experiments with GF4 real data, it is verified that the accuracy and effectiveness of the proposed method, and the influence of different imagery errors compensated model is analysed also.

参考文献

[1] 张如意,李卿, 董瑶海, 等. 静止轨道气象卫星观测系统发展设想[J]. 上海航天, 2012, 29(5):7-13. ZHANG Ruyi, LI Qing, DONG Yaohai, et al. Development Plan of Geostationary Meteorological Satellite Observation System[J]. Aerospace Shanghai, 2012, 29(5):7-13.
[2] 程春泉, 邓喀中, 孙钰珊, 等. 长条带卫星线阵影像区域网平差研究[J]. 测绘学报, 2010, 39(2):162-168. CHENG Chunquan, DENG Kazhong,SUN Yushan,et al. Study of Block Adjustment for Long-strip Satellite CCD Images[J]. Acta Geodaetica et Cartographica Sinica, 2010, 39(2):162-168.
[3] 邵巨良,王树根, 李德仁. 线阵列卫星传感器定向方法的研究[J]. 武汉测绘科技大学学报, 2000, 25(4):329-333. SHAO Juliang, WANG Shugen, LI Deren. Determination of Satellite Sensor Orientation[J]. Journal of Wuhan Technical University of Surveying and Mapping, 2000, 25(4):329-333.
[4] POLI D. General Model for Airborne and Spaceborne Linear Array Sensors[J]. International Archives of Photogrammetry and Remote Sensing, 2012, 34:177-182.
[5] 王任享. 卫星摄影三线阵CCD影像的EFP法空中三角测量(二)[J]. 测绘科学, 2002, 27(1):1-7. WANG Renxiang. EFP Aerial Triangulation of Satellite Borne Three-line Array CCD Image (Ⅱ)[J]. Science of Surveying and Mapping, 2002, 27(1):1-7.
[6] GRODECKI J, DIAL G. Block Adjustment of High-resolution Satellite Images Described by Rational Polynomials[J]. Photogrammetric Engineering & Remote Sensing, 2003, 69(1):59-68.
[7] 刘军, 张永生, 王冬红. 基于RPC模型的高分辨率卫星影像精确定位[J]. 测绘学报, 2006, 35(1):30-34. DOI:10.3321/j.issn:1001-1595.2006.01.007. LIU Jun,ZHANG Yongsheng, WANG Donghong. Precise Positioning of High Spatial Resolution Satellite Images Based on RPC Models[J].Acta Geodaetica et Cartographica Sinica, 2006, 35(1):30-34. DOI:10.3321/j.issn:1001-1595.2006.01.007.
[8] 张力, 张继贤, 陈向阳, 等. 基于有理多项式模型RFM的稀少控制SPOT-5卫星影像区域网平差[J]. 测绘学报, 2009, 38(4):302-310. ZHANG Li, ZHANG Jixian, CHEN Xiangyang, et al. Block-adjustment with SPOT-5 Imagery and Sparse GCPs Based on RFM[J]. Acta Geodaetica et Cartographica Sinica, 2009, 38(4):302-310.
[9] TAO C V, HU Y. A Comprehensive Study of the Rational Function Model for Photogrammetric Processing[J]. Photogrammetric Engineering & Remote Sensing, 2001, 67(12):1347-1357.
[10] 李德仁,张过,江万寿,等. 缺少控制点的SPOT-5 HRS影像RPC模型区域网平差[J]. 武汉大学学报(信息科学版), 2006, 31(5):377-381. LI Deren, ZHANG Guo, JIANG Wanshou, et al. SPOT-5 HRS Satellite Imagery Block Adjustment without GCPS or with Single GCP[J]. Geomatics and Information Science of Wuhan University, 2006, 31(5):377-381.
[11] ROTTENSTEINER F, WESER T, LEWIS A, et al. A Strip Adjustment Approach for Precise Georeferencing of ALOS Optical Imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(12):4083-4091.
[12] ZHANG Guo, WANG Taoyang, LI Deren, et al. Block Adjustment for Satellite Imagery Based on the Strip Constraint[J]. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(2):933-941.
[13] TEO T A, CHEN L C, LIU C L, et al. DEM-aided Block Adjustment for Satellite Images with Weak Convergence Geometry[J]. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48(4):1907-1918.
[14] 汪韬阳, 张过, 李德仁, 等. 资源三号测绘卫星影像平面和立体区域网平差比较[J]. 测绘学报, 2014, 43(4):389-395, 403. DOI:10.13485/j.cnki.11-2089.2014.0058. WANG Taoyang,ZHANG Guo,LI Deren,et al.Comparison between Plane and Stereo Block Adjustment for ZY-3 Satellite Images[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(4):389-395, 403. DOI:10.13485/j.cnki.11-2089.2014.0058.
[15] 王密,杨博,金淑英.一种利用物方定位一致性的多光谱卫星影像自动精确配准方法[J]. 武汉大学学报(信息科学版), 2013, 38(7):765-769. WANG Mi, YANG Bo, JIN Shuying. A Registration Method Based on Object-space Positioning Consistency for Satellite Multi-spectral Image[J]. Geomatics and Information Science of Wuhan University, 2013, 38(7):765-769.
[16] MADANI M.Real-time Sensor-independent Positioning by Rational Functions[C]//Proceedings of ISPRS Workshop on "Direct Versus Indirect Methods of Sensor Orientation". Barcelona, Spain:[s.n.], 1999:25-26.
[17] TOUTIN T. Block Bundle Adjustment of Ikonos in-track Images[J]. International Journal of Remote Sensing, 2003, 24(4):851-857.
[18] 张永生, 巩丹超, 刘军, 等. 高分辨率遥感卫星应用——成像模型、处理算法及应用技术[M]. 北京:科学出版社, 2004. ZHANG Yongsheng, GONG Danchao, LIU Jun, et al. Applications for High-resolution Remote Sensing Imagery[M]. Beijing:Science Press, 2004.
[19] ZHANG Li, ZHANG Jixian. Multi-image Matching for DEM Generation from Satellite Imagery[J]. Science of Surveying and Mapping, 2008, 33(S):35-39.
[20] WOHLFEIL J, HIRSCHMVLLER H, PILTZ B, et al. Fully Automated Generation of Accurate Digital Surface Models with Sub-Meter Resolution from Satellite Imagery[J]. ISPRS-International Archives of the Photogrammetry,Remote Sensing and Spatial Information Sciences, 2012, 39(B3):75-80.
文章导航

/