海洋一号D卫星海岸带成像仪偏航90°相对辐射定标
A study on relative radiometric calibration using side-slither data for HY-1D CZI
- 2023年27卷第1期 页码:43-54
纸质出版日期: 2023-01-07
DOI: 10.11834/jrs.20221611
扫 描 看 全 文
浏览全部资源
扫码关注微信
纸质出版日期: 2023-01-07 ,
扫 描 看 全 文
陈儒,韩静雨,王密,何鲁晓,戴荣凡,孙从容.2023.海洋一号D卫星海岸带成像仪偏航90°相对辐射定标研究.遥感学报,27(1): 43-54
Chen R,Han J Y,Wang M,He L X,Dai R F and Sun C R. 2023. A study on relative radiometric calibration using side-slither data for HY-1D CZI. National Remote Sensing Bulletin, 27(1):43-54
海洋一号D(HY-1D)卫星搭载了一台海岸带成像仪CZI(Coastal Zone Imager),由两台三反离轴相机组成,成像仪同时采用了视场拼接和光学拼接两种拼接方式。由于CZI高达63°的视场角,相机边缘畸变明显,其所成偏航90°影像存在明显的非线性畸变。本文针对HY-1D卫星海岸带成像仪的结构特点,提出了一种基于探元邻接关系的偏航数据自动标准化方法,有效地改善了海洋一号海岸带成像仪偏航图像非线性畸变的问题,保证了线阵电荷耦合器件CCD(Charged Coupled Device)探元对同一地物成像的理论前提。利用HY-1D海岸带成像仪偏航90°辐射定标数据计算获得相机相对辐射定标系数,对卫星正常推扫影像进行相对辐射定标实验,并利用在轨统计法进行对比实验。使用本文方法利用偏航辐射定标数据进行相对辐射定标后,陆地场景下传感器所有探元最大条纹系数优于0.33%,平均条纹系数优于0.04%,中位数条纹系数优于0.03%;海洋场景下传感器所有探元最大条纹系数优于0.48%,平均条纹系数优于0.07%,中位数条纹系数优于0.06%,各项指标均优于基于大量数据统计的在轨统计法。实验结果表明本文方法有效地提高了HY-1D卫星海岸带成像仪影像的相对辐射定标质量。
The HY-1D satellite is equipped with a Coastal Zone Imager (CZI)
which uses both field-of-view-butting and optical-butting. Due to the CZI's super large 63° field of view
the edge of the camera is distorted obviously
which makes the side-slither images distorted observably nonlinearly. The Lines on side-slither images are not slanted lines close to 45°
but irregular curves with a straight middle and bent edges. The traditional processing algorithm for side-slither images based on LSD (Line Segment Detector) is not suitable for the side-slither image of the HY-1D CZI. Aiming at the structural characteristics of the HY-1D CZI
this paper proposed a method for automatic standardization of side-slither images based on the neighbor relationship of detectors
which effectively resolves the problem of the nonlinear distortion of the HY-1D CZI’s 90 degree side-slither image. Firstly
primary correction is performed on the side-slither image according to the traditional side-slither image processing method; Secondly
starting from the first column of the primary corrected image
the mean square error between the current column and the next column with a sliding window with a certain step size in the row direction is calculated
and the step corresponding to the minimum mean square error is taken as the relative value of the next column. Based on the offset of the current column
the overall offset of each column is determined in turn; Finally
according to the offset calculated in the second step
the enhanced corrected side-slither image is obtained by adjusting the primary corrected image
and then the relative radiometric calibration coefficient of the camera is obtained through histogram matching on images. The relative radiometric calibration experiments are carried out on the normal push-broom images
and the comparison experiments are implemented using the on-orbit statistical method. After using the method we proposed
for land scenes
the maximum streaking coefficient of all sensors in the land scene is smaller than 0.33%
the average streaking coefficient is smaller than 0.04%
and the median streaking coefficient is smaller than 0.03%; For ocean scenes
the maximum streaking coefficient of all the sensors is smaller than 0.48%
the average streaking coefficient is smaller than 0.07%
and the median streaking coefficient is smaller than 0.06%. The experiment shows that all indicators are better than the on-orbit statistical method based on massive statistical data of normal push-broom images
our method effectively improves the relative radiometric quality of the HY-1D CZI.
偏航定标数据HY-1D海岸带成像仪(CZI)自动标准化处理相对辐射定标
side-slither dataHY-1D (Coastal Zone Imager) CZIautomatic standardization processingrelative radiometric calibration
Bindschadler R and Choi H. 2003. Characterizing and correcting hyperion detectors using ice-sheet images. IEEE Transactions on Geoscience and Remote Sensing, 41(6): 1189-1193. [DOI: 10.1109/TGRS.2003.813208http://dx.doi.org/10.1109/TGRS.2003.813208]
Chu Bei, Li Fuqiang and Chang Junlei. 2016. Calculation of overlapping pixels in focal plane based on optical butting. Opto-Electronic Engineering, 43(12): 99
褚备, 李富强, 常君磊. 2016. 光学拼接焦平面重叠像元数计算. 光电工程, 43(12): 99 [DOI: 10.3969/j.issn.1003-501X. 2016.12.016http://dx.doi.org/10.3969/j.issn.1003-501X.2016.12.016]
Duan Y N, Yan L, Yang B, Jing X and Chen W. 2013. Outdoor relative radiometric calibration method using gray scale targets. Science China:Technological Sciences, 43(8): 850-859
段依妮, 晏磊, 杨彬, 景欣, 陈伟. 2013. 基于灰阶靶标的室外相对辐射定标方法.中国科学:技术科学, 43(8): 850-859 [DOI: 10.1007/s11431-013-5230-5http://dx.doi.org/10.1007/s11431-013-5230-5]
Duan Y N, Zhang L F, Yan L, Wu T X, Liu Y S and Tong Q X. 2014. Relative radiometric correction methods for remote sensing images and their applicability analysis. Journal of Remote Sensing, 18(3): 597-617
段依妮, 张立福, 晏磊, 吴太夏, 刘跃生, 童庆禧. 2014. 遥感影像相对辐射校正方法及适用性研究. 遥感学报, 18(3): 597-617 [DOI: 10.11834/jrs.20143204http://dx.doi.org/10.11834/jrs.20143204]
Gao Z Q, Yang Z G and Wang X F. 2009. Relative radiometric calibration and radiometric calibration site. Image Technology, 21(4): 48-53
高正清, 杨志高, 王险峰. 2009. 相对辐射定标与相对辐射校正场. 影像技术, 21(4): 48-53 [DOI: 10.3969/j.issn.1001-0270.2009.04.012http://dx.doi.org/10.3969/j.issn.1001-0270.2009.04.012]
Gioi R G V, Jakubowicz J, Morel J M and Randall G. 2010. LSD: a fast line segment detector with a false detection control. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(4): 722-732 [DOI: 10.1109/TPAMI.2008.300http://dx.doi.org/10.1109/TPAMI.2008.300]
Greslou D, Lussy F D, Delvit J, Dechoz C and Amberg V. 2012. Pleiades-HR innovative techniques for geometric image quality commissioning. ISPRS—International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXIX-B1: 543-547. [DOI: 10.5194/isprsarchives-XXXIX-B1-543-2012http://dx.doi.org/10.5194/isprsarchives-XXXIX-B1-543-2012]
Guo J N, Yu J, Zeng Y, Xu J Y, Pan Z Q and Hou M H. 2005. Study on the relative radiometric correction of CBERS satellite CCD image. Science in China Series E-Information Sciences, 35(Z1): 11-25
郭建宁, 于晋, 曾湧, 徐建艳, 潘志强, 侯明辉. 2005. CBERS-01/02卫星CCD图像相对辐射校正研究. 中国科学(E辑): 信息科学, 35(Z1): 11-25 [DOI: 10.3969/j.issn.1674-7259.2005.z1.002http://dx.doi.org/10.3969/j.issn.1674-7259.2005.z1.002]
Horn B K P and Woodham R J. 1979. Destriping landsat MSS images by histogram modification. Computer Graphics and Image Processing, 10(1): 69-83 [DOI: 10.1016/0146-664X(79)90035-2http://dx.doi.org/10.1016/0146-664X(79)90035-2]
Jiang X W, Lin M S and Zhang Y G. 2016. Progress and prospect of Chinese ocean satellites. Journal of Remote Sensing, 20(5):1185-1198
蒋兴伟, 林明森, 张有广. 2016. 中国海洋卫星及应用进展. 遥感学报, 20(5): 1185-1198 [DOI: 10.11834/jrs.20166153http://dx.doi.org/10.11834/jrs.20166153]
Krause K S. 2006. QuickBird relative radiometric performance and on-orbit long term trending//Proceedings of SPIE 6296, Earth Observing Systems XI. California: SPIE: 62960P [DOI: 10.1117/12.679693http://dx.doi.org/10.1117/12.679693]
Krause K S. 2008. WorldView-1 Pre and post launch radiometric calibration and early on-orbit characterization//Proceedings of the SPIE 7081, Earth Observing Systems XIII. San Diego, CA:SPIE, 7081:708116[DOI: 10.1117/12.794340http://dx.doi.org/10.1117/12.794340]
Liu Y N, Sun D X, Cao K Q, Liu S F, Chai M Y, Liang J and Yuan J. 2020. Evaluation of GF-5 AHSI on-orbit instrument radiometric performance. Journal of Remote Sensing. 24(4): 352-359
刘银年, 孙德新, 曹开钦, 刘书锋, 柴孟阳, 梁建, 原娟. 2020. 高分五号可见短波红外高光谱相机在轨辐射性能评估. 遥感学报, 24(4): 352-359 [DOI: 10.11834/jrs.20209258http://dx.doi.org/10.11834/jrs.20209258]
Ma X M, Dong J H, Li Y C and Xu S Y. 2008. Design and analysis of CCD focal plane for space optical remote sensor. Computer Simulation, 25(7): 321-324
马小梅, 董吉洪, 李延春, 徐抒岩. 2008. 空间光学遥感器CCD焦面组件的设计与分析. 计算机仿真, 25(7): 321-324 [DOI: 10.3969/j.issn.1006-9348.2008.07.081http://dx.doi.org/10.3969/j.issn.1006-9348.2008.07.081]
Ornstein L S, Vermeulen D and van der Held E F M. 1930. Calibration of standard lamps for relative and absolute measurements. Journal of the Optical Society of America, 20(10): 573-584 [DOI: 10.1364/josa.20.000573http://dx.doi.org/10.1364/josa.20.000573]
Pesta F, Bhatta S, Helder D and Mishra N. 2015. Radiometric non-uniformity characterization and correction of landsat 8 OLI using earth imagery-based techniques. Remote Sensing, 7(1): 430-446 [DOI: 10.3390/rs70100430http://dx.doi.org/10.3390/rs70100430]
Ren J W, Liu Z X, Wan Z, Li X S and Ren J Y. 2010. Radiometric calibration of off-axis three-mirror-anastigmat space camera with wide viewing field. Optics and Precision Engineering, 18(7): 1491-1497
任建伟, 刘则洵, 万志, 李宪圣, 任建岳. 2010. 离轴三反宽视场空间相机的辐射定标. 光学 精密工程, 18(7): 1491-1497 [DOI: 10.3788/OPE.20101807.1491http://dx.doi.org/10.3788/OPE.20101807.1491]
Tang X M, Hu F, Wang M, Pan J, Jin S Y and Lu G. 2014. Inner FoV stitching of spaceborne TDI CCD images based on sensor geometry and projection plane in object space. Remote Sensing, 6(7): 6386-6406 [DOI: 10.3390/rs6076386http://dx.doi.org/10.3390/rs6076386]
Wang L L, Wu H Y, Bai Y, Meng X Q, He X J, Huang S and Yang S. 2021. Onboard relative radiation calibration based on deployable solar diffuser. National Remote Sensing Bulletin, 25(10):2067-2075
王灵丽,武红宇,白杨,孟祥强,贺小军,黄帅,杨松. 2021. 基于可展开式太阳漫反射板的星上相对辐射定标.遥感学报,25(10): 2067-2075 [DOI: 10.11834/jrs.20210064http://dx.doi.org/10.11834/jrs.20210064]
Wang M, Chen C C, Pan J, Zhu Y and Chang X L. 2018. A relative radiometric calibration method based on the histogram of side-slither data for high-resolution optical satellite imagery. Remote Sensing, 10(3): 381 [DOI: 10.3390/rs10030381http://dx.doi.org/10.3390/rs10030381]
Wang M, Zhang B X and Pan J. 2011. Radiometric correction method of TDI-CCD imaging data based on segmentation. Science China Series: Information Sciences, 41(S1): 32-41
王密, 张炳先, 潘俊. 2011. 基于分段辐射校正的星载 TDI-CCD 成像数据辐射处理方法. 中国科学: 信息科学, 41(增刊):32-41 [DOI: 10.1360/ZF2011-41-SUPPL-32http://dx.doi.org/10.1360/ZF2011-41-SUPPL-32]
Wegener M. 1990. Destriping multiple sensor imagery by improved histogram matching. International Journal of Remote Sensing, 11(5): 859-875 [DOI: 10.1080/01431169008955060http://dx.doi.org/10.1080/01431169008955060]
Yang H, Guo Y and Fu R M. 2003. Study on field butting of TDICCD. Optical Technique, 29(2): 226-228
杨桦, 郭悦, 伏瑞敏. 2003. TDICCD的视场拼接. 光学技术, 29(2): 226-228 [DOI: 10.3321/j.issn:1002-1582.2003.02.023http://dx.doi.org/10.3321/j.issn:1002-1582.2003.02.023]
Zhang G and Li L T. 2017. A study on relative radiometric calibration without calibration field for YG-25. Acta Geodaetica et Cartographica Sinica, 46(8): 1009-1016
张过, 李立涛. 2017. 遥感25号无场化相对辐射定标. 测绘学报, 46(8): 1009-1016 [DOI: 10.11947/j.AGCS.2017.20160392http://dx.doi.org/10.11947/j.AGCS.2017.20160392]
相关文章
相关作者
相关机构