Title :
HJ-1A/B CCD IMAGERY geometric distortions and precise geometric correction accuracy analysis
Author :
Hu, Chang-Miao ; Tang, Ping
Author_Institution :
Inst. of Remote Sensing Applic., Beijing, China
Abstract :
The geometric correction of the CCD images of HJ-1A/B has been a challenging job since September 6, 2008, when the satellites were launched in China, because of the special imaging geometry of bigger aspect angle and wider swath width. In this paper, the author determines to analyse the global and local distortions of the HJ-1A/B CCD system geometric correction products, and give the ways on how to correct them by using three mathematical models for test. The models include polynomial model, thin plate splines, and finite element method. The results show that: (1) both global system distortions and complex local distortions exist within the CCD images; (2) polynomial model gets the worst accuracy; (3) thin plate splines significantly improve accuracy, but the RMSE is still over 2 pixels. (4) the finite element method is recommended to be used of precise geometric correction for HJ-1A/B CCD imagery if the control points are enough and evenly distributed. Besides it is a local method, and possesses the advantages of rapidity and stability.
Keywords :
artificial satellites; finite element analysis; geophysical image processing; remote sensing; splines (mathematics); HJ-1A-B CCD imagery geometric distortions; HJ-1A-B CCD system geometric correction products; RMSE; complex local distortions; finite element method; global distortions; global system distortions; local distortions; mathematical models; polynomial model; precise geometric correction accuracy analysis; thin plate splines; Accuracy; Charge coupled devices; Finite element methods; Mathematical model; Polynomials; Remote sensing; Satellites;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4577-1003-2
DOI :
10.1109/IGARSS.2011.6050121