Pixel extraction of reflected point source image for high spatial resolution optical remote sensing satellite

doi:10.11947/j.AGCS.2020.20190246

Abstract

Abstract: Pixel extraction accuracy is one of the key factors for geometric calibration accuracy of high resolution optical remote sensing satellites. A pixel extraction method is presented based on the light and small, automated reflected point source, which obtained pixel coordinates of point source image by parameterized Gaussian model fitting. The preliminary results show that the collinear error of pixel coordinates extracted by the reflected point source method is less than 0.001 pixels. The relative standard deviation of the proportional constant is also less than 5‰. And pixel coordinates extraction accuracy of point source image is less than 0.05 pixels comparing with common methods such as centroid method. The reflected point source can not only achieve high-precision pixel extraction, but also realize high-precision geometric calibration and image quality evaluation of high resolution optical remote sensing satellites, which is of great significance for improving the accuracy of China's space remote sensing stereo mapping.

Key words: geometric calibration, pixel extraction, reflected point source, collineation checkout, scale checkout

CLC Number:

P237

XU Weiwei, ZHANG Liming, LI Xin, YANG Baoyun. Pixel extraction of reflected point source image for high spatial resolution optical remote sensing satellite[J]. Acta Geodaetica et Cartographica Sinica, 2020, 49(10): 1295-1302.

References

[1] 徐伟伟, 张黎明, 李鑫, 等. 基于灰阶靶标的高分辨光学卫星传感器在轨绝对辐射定标[J]. 红外与激光工程, 2018, 47(4):0417005. XU Weiwei, ZHANG Liming, LI Xin, et al. On-orbit absolute radiometric calibration of high resolution satellite optical sensor based on gray-scale targets[J]. Infrared and Laser Engineering, 2018, 47(4):0417005.
[2] 王密, 田原, 程宇峰. 高分辨率光学遥感卫星在轨几何定标现状与展望[J]. 武汉大学学报(信息科学版), 2017, 42(11):1580-1588. WANG Mi, TIAN Yuan, CHENG Yufeng. Development of on-orbit geometric calibration for high resolution optical remote sensing satellite[J]. Geomatics and Information Science of Wuhan University, 2017, 42(11):1580-1588.
[3] 徐伟伟, 张黎明, 司孝龙, 等. 基于反射点源的高分辨率光学卫星传感器在轨调制传递函数检测[J]. 光学学报, 2017, 37(7):0728001. XU Weiwei, ZHANG Liming, SI Xiaolong, et al. On-orbit modulation transfer function detection of high resolution optical satellite sensor based on reflected point sources[J]. Acta Optica Sinica, 2017, 37(7):0728001.
[4] 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.
[5] 谌一夫. 卫星三线阵TDI CCD传感器在轨标定研究[D]. 武汉:武汉大学, 2012. CHEN Yifu. Research on in-orbit calibration of satellite's three-line-array TDI CCD sensors[D]. Wuhan:Wuhan University, 2012.
[6] 李秀举. 高分辨率遥感卫星在轨几何定标方法研究[D]. 合肥:中国科学院大学合肥物质科学研究院, 2013. LI Xiuju. Research on methods for on-orbit geometric calibration of high resolution remote sensing satellite[D]. Hefei:Hefei Institute of Physical Science, Chinese Academy of Sciences, 2013.
[7] 范大昭, 刘楚斌, 雷蓉, 等. 资源三号卫星全色影像的姿态角常差检测[J]. 地理信息世界, 2013, 20(4):37-40. FAN Dazhao, LIU Chubin, LEI Rong, et al. Detection of constant angular error for ZY03 panchromatic imagery[J]. Geomatics World, 2013, 20(4):37-40.
[8] 李少峰, 张建霞, 刘保还. 数字摄影测量像点量测精度检测方法研究[J]. 测绘技术装备, 2014, 16(3):25-28. LI Shaofeng, ZHANG Jianxia, LIU Baohuan. Study on measurement methods of digital photogrammetric image measurement accuracy[J]. Geomatics Technology and Equipment, 2014, 16(3):25-28.
[9] MULAWA D. On-orbit geometric calibration of the orbview-3 high resolution imaging satellite[J]. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2004, 35(B1):1-6.
[10] LEPRINCE S, BARBOT S, AYOUB F, et al. Automatic and precise orthorectification, coregistration, and subpixel correlation of satellite images, application to ground deformation measurements[J]. IEEE Transactions on Geoscience and Remote Sensing, 2007, 45(6):1529-1558.
[11] JIANG Yonghua, ZHANG Guo, TANG Xinming, et al. Geometric calibration and accuracy assessment of ZiYuan-3 multispectral images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(7):4161-4172.
[12] 徐伟伟, 张黎明, 沈政国, 等. 高分辨光学卫星传感器在轨MTF检测[J]. 大气与环境光学学报, 2014, 9(2):97-111. XU Weiwei, ZHANG Liming, SHEN Zhengguo, et al. On-orbit MTF estimation of high resolution satellite optical sensor[J]. Journal of Atmospheric and Environmental Optics, 2014, 9(2):97-111.
[13] BOWEN H S, DIAL G. IKONOS calculation of MTF using stellar images[EB/OL].[2019-05-15]. http://calval.cr.usgs.gov/wordpress/wp-content/uploads/21Bowen.pdf.
[14] SCHOWENGERDT R A. Remote sensing:models and methods for image processing[M]. Burlington:Elsevier, 2007.
[15] LEGER D, DUFFAUT J, ROBINET F. MTF measurement using spotlight[C]//Proceedings of 1994 IEEE International Geoscience and Remote Sensing Symposium. Pasadena:IEEE, 1994:2010-2012.
[16] 司孝龙, 张黎明, 付兴科, 等. 基于地面人工标志的卫星在轨几何定标方法研究[J]. 大气与环境光学学报, 2014, 9(2):149-158. SI Xiaolong, ZHANG Liming, FU Xingke, et al. Research of satellite on-orbit geometric calibration method based on artificial signs[J]. Journal of Atmospheric and Environmental Optics, 2014, 9(2):149-158.
[17] 徐伟伟, 张黎明, 杨本永, 等. 基于周期靶标的高分辨光学卫星相机在轨MTF检测方法[J]. 光学学报, 2011, 31(7):0711001. XU Weiwei, ZHANG Liming, YANG Benyong, et al. On-orbit MTF measurement of high resolution satellite optical camera using periodic targets[J]. Acta Optica Sinica, 2011, 31(7):0711001.
[18] 彭宇, 黄海乐, 朱雷鸣. 基于辐射状靶标的天绘一号卫星CCD相机分辨率在轨检测[J]. 测绘与空间地理信息, 2013, 36(7):149-151, 154. PENG Yu, HUANG Haile, ZHU Leiming. The in-orbit resolution detection of TH-01 CCD cameras based on the radial target[J]. Geomatics & Spatial Information Technology, 2013, 36(7):149-151, 154.
[19] RAUCHMILLER JR R F, SCHOWENGERDT R A. Measurement of the landsat thematic mapper modulation transfer function using an array of point sources[J]. Optical Engineering, 1988, 27(4):274334.
[20] 黄海乐, 朱雷鸣, 彭宇, 等. 刃边法检测空间相机MTF的方法研究[J]. 光学与光电技术, 2013, 11(2):71-73. HUANG Haile, ZHU Leiming, PENG Yu, et al. Research on MTF of space camera based on an edge method[J]. Optics & Optoelectronic Technology, 2013, 11(2):71-73.
[21] 王先华, 乔延利, 王乐意, 等. 基于小靶标法的星载CCD相机MTF在轨检测研究[J]. 量子电子学报, 2005, 22(1):106-110. WANG Xianhua, QIAO Yanli, WANG Leyi, et al. In-flight MTF measurement of satellite-board CCD camera[J]. Chinese Journal of Quantum Electronics, 2005, 22(1):106-110.
[22] 李海巍, 张浩, 陈正超, 等. 去除大气邻近效应影响的遥感图像MTF计算方法[J]. 光学学报, 2015, 35(3):0328002. LI Haiwei, ZHANG Hao, CHEN Zhengchao, et al. MTF computing method of remote sensing image after removing the effects of atmospheric adjacency effect[J]. Acta Optica Sinica, 2015, 35(3):0328002.
[23] 李凯, 张永生, 于英, 等. 点源像点提取精度及其对几何定标影响分析[J]. 中国矿业大学学报, 2019, 48(1):213-220. LI Kai, ZHANG Yongsheng, YU Ying, et al. Pixel extraction accuracy of point source image and its impact on geometric calibration[J]. Journal of China University of Mining & Technology, 2019, 48(1):213-220.
[24] 陈怡羽, 郭强. 中短波红外恒星定标点扩散函数求解及精度分析[J]. 遥感技术与应用, 2017, 32(1):158-165. CHEN Yiyu, GUO Qiang. A precise way to estimate PSF and analyze its accuracy in medium-wave infrared calibration with star-sensing[J]. Remote Sensing Technology and Application, 2017, 32(1):158-165.
[25] DAI J G, GU Y, JIN G, et al. Line segment optimization algorithm for high resolution optical remote sensing image based on geometric and texture constraints[J]. Journal of Geodesy and Geoinformation Science, 2020,3(3):115-127. DOI:10.11947/j.JGGS.2020.0311.