A Block Adjustment Method of High-resolution Satellite Imagery with Straight Line Constraints

doi:10.11947/j.AGCS.2015.20150023

Abstract

Abstract: Taking "observed straight lines and predicted straight lines in image space being bound to coincide" as a geometric constraint and the rational function model (RFM) as the imaging geometric model of high-resolution satellite imagery (HRSI), a block adjustment method of HRSI with straight line constraintsis proposed. For the proposed method, the control straight line (CSL) in image space should be correspondent with the one in object space while the image point and the ground point on the lines are not necessarily correspondent. Two IKONOS images covering San Diego area, two QuickBird images covering Spokane area and two SPOT-5 images covering Provence area, respectively, were used. The experimental results showed that the proposed method can take full advantage of the control information in the form of linear features. Systematic errors in the rational polynomial coefficients (RPCs) can be compensated effectively. After block adjustment, both the planimetric and height accuracies of the IKONOS, QuickBird and SPOT-5 images reach better than 1 pixel.

Key words: high-resolution satellite imagery, block adjustment, control straight lines, rational function model, geometric positioning

CLC Number:

P231

CAO Jinshan, GONG Jianya, YUAN Xiuxiao. A Block Adjustment Method of High-resolution Satellite Imagery with Straight Line Constraints[J]. Acta Geodaetica et Cartographica Sinica, 2015, 44(10): 1100-1107.

References

[1] ZHANG Zuxun, ZHANG Hongwei, ZHANG Jianqing. Automatic Absolute Orientation of Remote Sense Image by Line Photogrammetry[J]. Journal of Image and Graphics, 2005, 10(2): 213-217. (张祖勋, 张宏伟, 张剑清. 基于直线特征的遥感影像自动绝对定向[J]. 中国图象图形学报, 2005, 10(2): 213-217.)
[2] LIN Yi, ZHANG Shaoming, CHEN Yingying. Line Feature-based Matching between Imagery and Vector Map[J]. Journal of Tongji University: Natural Science, 2010, 38(4): 598-603. (林怡, 张绍明, 陈映鹰. 基于线特征的影像与矢量的匹配[J]. 同济大学学报: 自然科学版, 2010, 38(4): 598-603.)
[3] HABIB A F, ALRUZOUQ R I. Line-based Modified Iterated Hough Transform for Automatic Registration of Multi-source Imagery[J]. The Photogrammetric Record, 2004, 19(105): 5-21.
[4] ZHANG Yongjun, HU Binghua, ZHANG Jianqing. Relative Orientation Based on Multiple Conjugate Features[J]. Acta Geodaetica et Cartographica Sinica, 2011, 40(2): 194-199. (张永军, 胡丙华, 张剑清. 基于多种同名特征的相对定向方法研究[J]. 测绘学报, 2011, 40(2): 194-199.)
[5] FU Zhongliang, ZHOU Fan, YU Zhiqiang. A Space Resection Synthesized the Multiple Features[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(8): 827-834. (付仲良, 周凡, 俞志强. 综合多种特征的后方交会法[J]. 测绘学报, 2014, 43(8): 827-834.)
[6] HABIB A F, LIN H T, MORGAN M. Autonomous Space Resection Using Point-and Line-based Representation of Free-form Control Linear Features[J]. The Photogrammetric Record, 2003, 18(103): 244-258.
[7] KARJALAIN M, HYYPPÄ J, KUITTINEN R. Determination of Exterior Orientation Using Linear Features from Vector Maps[J]. The Photogrammetric Record, 2006, 21(116): 329-341.
[8] HABIB A F, MORGAN M, LEE Y R. Bundle Adjustment with Self-Calibration Using Straight Lines[J]. The Photogrammetric Record, 2002, 17(100): 635-650.
[9] TOMMASELLI A M G, MEDEIROS N G. Determination of the Indirect Orientation of Orbital Pushbroom Images Using Control Straight Lines[J]. The Photogrammetric Record, 2010, 25(130): 159-179.
[10] JUNIOR J M, TOMMASELLI A M G. Exterior Orientation of CBERS-2B Imagery Using Multi-Feature Control and Orbital Data[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2013, 79: 219-225.
[11] TOMMASELLI A M G,JUNIOR J M. Bundle Block Adjustment of CBERS-2B HRC Imagery Combining Control Points and Lines[J]. Photogrammetrie-Fernerkundung-Geoinformation, 2012, 2012(2): 129-139.
[12] SHAO Yongshe, LI Jing, ZHANG Shaoming, et al. Rectification Methods Based on Line Features for SPOT Imagery[J]. Journal of Tongji University: Natural Science, 2010, 38(8): 1249-1254. (邵永社, 李晶, 张绍明, 等. 基于线特征的SPOT影像几何纠正方法[J]. 同济大学学报: 自然科学版, 2010, 38(8): 1249-1254.)
[13] YUAN Xiuxiao,CAO Jinshan. Theory and Method of Precise Object Positioning of High-resolution Satellite Imagery[M]. Beijing: Science Press, 2012. (袁修孝, 曹金山. 高分辨率卫星遥感影像精确对地目标定位理论与方法[M]. 北京: 科学出版社, 2012.)
[14] LIU Jun, ZHANG Yongsheng, WANG Donghong.Precise Positioning of High Spatial Resolution Images Based on RPC Models[J]. Acta Geodaetica et Cartographica Sinica, 2006, 35(1): 30-34. (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.)
[15] GRODECKI J, DIAL G. IKONOS Geometric Accuracy[C]//Proceedings of ISPRS Working Groups on High Resolution Mapping from Space 2001.Hanover:[s.n.], 2001(on CD-ROM).
[16] ROBERTSON B C. Rigorous Geometric Modeling and Correction of QuickBird Imagery[C]//Proceedings of International Geoscience and Remote Sensing Symposium.Toulouse: IEEE, 2003(on CD-ROM).
[17] YUAN Xiuxiao, LIN Xianyong. A Method for Solving Rational Polynomial Coefficients Based on Ridge Estimation[J]. Geomatics and Information Science of Wuhan University, 2008, 33(11): 1130-1133. (袁修孝, 林先勇. 基于岭估计的有理多项式参数求解方法[J]. 武汉大学学报: 信息科学版, 2008, 33(11): 1130-1133.)
[18] TAO C V, HU Y, JIANG W. Photogrammetric Exploitation of IKONOS Imagery for Mapping Applications[J]. International Journal of Remote Sensing, 2004, 25(14): 2833-2853.
[19] FRASER C S, DIAL G, GRODECKI J. Sensor Orientation[JP] via RPCs[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2006, 60(3): 182-194.
[20] TAO C V, HU Y. 3D Reconstruction Methods Based on the Rational Function Model[J]. Photogrammetric Engineering & Remote Sensing, 2002, 68(7): 705-714.
[21] SCHENK T. From Point-based to Feature-based Aerial[JP] Triangulation[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2004, 58(5-6): 315-329.
[22] ZHANG Zuxun, ZHANG Yongjun, ZHANG Jianging, [JP]et al. Photogrammetric Modeling of Linear Features with Generalized Point Photogrammetry[J]. Photogrammetric Engineering & Remote Sensing, 2007, 74(9): 1119-1127.