摄影测量学与遥感

仅用虚拟控制点的超大区域无控制区域网平差

  • 杨博 ,
  • 王密 ,
  • 皮英冬
展开
  • 1. 武汉大学计算机学院, 湖北 武汉 430072;
    2. 地球空间信息协同创新中心, 湖北 武汉 430079;
    3. 武汉大学测绘遥感信息工程国家重点实验室, 湖北 武汉 430079;
    4. 武汉大学遥感信息工程学院, 湖北 武汉 430072
杨博(1984—),男,博士,助理研究员,研究方向为光学遥感影像的高精度几何处理。

收稿日期: 2016-11-23

  修回日期: 2017-06-07

  网络出版日期: 2017-07-25

基金资助

国家重点研究发展计划(2016YFB0501402);国家自然科学基金(41601429;91638201)

Block-adjustment without GCPs for Large-scale Regions only Based on the Virtual Control Points

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

Received date: 2016-11-23

  Revised date: 2017-06-07

  Online published: 2017-07-25

Supported by

The National Key Research and Development Program of China (No. 2016YFB0501402);The National Natural Science Foundation of China (Nos. 41601429;91638201)

摘要

利用光学卫星影像进行无控制测图是摄影测量追求的目标。针对超大区域无控制测图的需求,本文提出了一种以单景影像为平差单元,基于虚拟控制点的光学卫星影像超大规模无控制区域网平差方法。该方法利用待平差影像的初始RPC模型生成虚拟控制点,并将其作为带权观测值引入平差模型中以改善平差模型的状态,克服了在无控制点条件下平差精度不稳定、误差过度累积引起的网的扭曲变形等问题。为了验证本方法的有效性和精度,利用资源三号卫星获取的覆盖全国的26 406景影像进行区域网平差试验,并利用全国范围内分布的约8000个高精度控制点对平差后自动生产的DOM和DSM产品的几何精度进行验证。试验结果表明,平面和高程中误差均达到了4 m以内,同时,区域网内部相邻影像之间的几何拼接精度优于1个像素,满足无缝拼接的要求。

本文引用格式

杨博 , 王密 , 皮英冬 . 仅用虚拟控制点的超大区域无控制区域网平差[J]. 测绘学报, 2017 , 46(7) : 874 -881 . DOI: 10.11947/j.AGCS.2017.20160588

Abstract

Mapping from optical satellite images without ground control points (GCPs) is one of the goals of photogrammetry. Aiming at the mapping without GCPs, a large-scale block adjustment method based on the virtual control points is proposed in this paper, in which the single image is regarded as an adjustment unit to be organized. To overcome the block distortion caused by unstable adjustment without GCPs and the excessive accumulation of errors, the virtual control points created by the initial RPC model of the images are regarded as the weighted observations and introduced into the adjustment model to refine the adjustment. To verify the availability and the accuracy of the presented method, 26 406 three-linear-array images of ZY-3 covering China are used as the basic data and 8000 uniformly distributed high precision check points are applied to evaluate the geometric accuracy of the DOM (digital ortho model) and DSM (digital surface model) production. The experimental results indicate that the standard deviations of plane and elevation are both better than 4 m and the mosaic accuracy of neighboring DOM is within better than 1 pixel, which could meet the demand of seamless mosaic.

参考文献

[1] 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.
[2] 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.
[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 (WTUSM), 2000, 25(4): 329-333.
[4] 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.
[5] 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. DOI: 10.3321/j.issn:1671-8860.2006.05.001. 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. DOI: 10.3321/j.issn:1671-8860.2006.05.001.
[6] 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. [1] DOI: 10.3321/j.issn:1001-1595.2006.01.007.
[7] TAO C V, HU Yong. A Comprehensive Study of the Rational Function Model for Photogrammetric Processing[J]. Photogrammetric Engineering & Remote Sensing, 2001, 67(12): 1347-1357.
[8] POLI D. General Model for Airborne and Spaceborne Linear Array Sensors[C]//Proceedings of ISPRS Commission I Symposium on Integrating Remote Sensing at the Global, Regional and Local Scale. Denver: [s.n.], 2012: 177-182.
[9] FRASER C S, RAVANBAKHSH M. Precise Georefrencing of Long Strips of ALOS Imagery[J]. Photogrammetric Engineering & Remote Sensing, 2011, 77(1): 87-93.
[10] 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 for Triple Linear-array CCD Satellite Images[J]. Science of Surveying and Mapping, 2002, 27(1): 1-7.
[11] 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.
[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] 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.
PI Yingdong, YANG Bo, LI Xin. Block-adjustment and Accuracy Validation for GF4 Patch-images Based on RFM[J]. Acta Geodaetica et Cartographica Sinica, 2016, 45(12): 1448-1454. DOI: 10.11947/j.AGCS.2016.20160262.
[14] ZHENG Maoteng, ZHANG Yongjun. DEM-aided Bundle Adjustment With Multisource Satellite Imagery: ZY-3 and GF-1 in Large Areas[J]. IEEE Geoscience and Remote Sensing Letters, 2016, 13(6): 880-884.
[15] D'ANGELO P, REINARTZ P. Dsm Based Orientation of Large Stereo Satellite Image Blocks[J]. ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2012, XXXIX-B1: 209-214.
[16] PASSINI R M, BLADES A, JACOBSEN K. Handling of Large Block of High Resolution Space Images[J]. 2005.
[17] 李德仁. 论自检校区域网平差中的信噪比[J]. 测绘学报, 1982, 11(3): 170-184.
LI Deren. On the Signal-to-noise Ratio in Self-calibrating Block Adjustment[J]. Acta Geodaetica et Cartographica Sinica, 1982, 11(3): 170-184.
[18] MADANI M. Real-time Sensor-independent Positioning by Rational Functions[C]//Proceedings of ISPRS Workshop on Direct Versus Indirect Methods of Sensor Orientation. Barcelona: ISPRS, 1999: 25-26.
[19] 胡芬, 杨博, 唐新明, 等. ZY-3卫星异轨立体影像几何定位精度分析[J]. 航天返回与遥感, 2016, 37(1): 71-79.
HU Fen, YANG Bo, TANG Xinming, et al. Geo-positioning Accuracy Analysis Validation of ZY-3 Cross-track Stereo-images[J]. Spacecraft Recovery & Remote Sensing, 2016, 37(1): 71-79.
[20] 唐新明, 张过, 祝小勇, 等. 资源三号测绘卫星三线阵成像几何模型构建与精度初步验证[J]. 测绘学报, 2012, 41(2): 191-198.
TANG Xinming, ZHANG Guo, ZHU Xiaoyong, et al. Triple Linear-array Imaging Geometry Model of Ziyuan-3 Surveying Satellite and Its Validation[J]. Acta Geodaetica et Cartographica Sinica, 2012, 41(2): 191-198.
[21] WANG Mi, YANG Bo, HU Fen, et al. On-orbit Geometric Calibration Model and Its Applications for High-resolution Optical Satellite Imagery[J]. Remote Sensing, 2014, 6(5): 4391-4408.
[22] ZHANG Yongjun, ZHENG Maoteng, XIONG Jinxin, et al. On-orbit Geometric Calibration of ZY-3 Three-line Array Imagery With Multistrip Data Sets[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(1): 224-234.
[23] 张力, 张继贤. 基于多基线影像匹配的高分辨率遥感影像DEM自动生成[J]. 测绘科学, 2008(S2): 35-39.
ZHANG Li, ZHANG Jixian. Multi-image Matching for DEM Generation from Satellite Imagery[J]. Science of Surveying and Mapping, 2008(S2): 35-39.
[24] WANG Mi, YANG Bo, HU Fen, et al. On-orbit Geometric Calibration Model and Its Applications for High-resolution Optical Satellite Imagery[J]. Remote Sensing, 2014, 6(5): 4391-4408.
[25] 张静, 杨博, 王密, 等. 基于资源3号影像的全国DOM快速制作方法[J]. 测绘地理信息, 2016, 41(6): 70-74.
ZHANG Jing, YANG Bo, WANG Mi, et al. Rapid Manufacturing Method of Nationwide Digital Orthophoto Map Based on ZY-3 Satellite Imagery[J]. Journal of Geomatics, 2016, 41(6): 70-74.
文章导航

/