DocumentCode :
817151
Title :
In-Flight CCD Distortion Calibration for Pushbroom Satellites Based on Subpixel Correlation
Author :
Leprince, Sébastien ; Musé, Pablo ; Avouac, Jean-Philippe
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA
Volume :
46
Issue :
9
fYear :
2008
Firstpage :
2675
Lastpage :
2683
Abstract :
We describe a method that allows for accurate inflight calibration of the interior orientation of any pushbroom camera and that in particular solves the problem of modeling the distortions induced by charge coupled device (CCD) misalignments. The distortion induced on the ground by each CCD is measured using subpixel correlation between the orthorectified image to be calibrated and an orthorectified reference image that is assumed distortion free. Distortions are modeled as camera defects, which are assumed constant over time. Our results show that in-flight interior orientation calibration reduces internal camera biases by one order of magnitude. In particular, we fully characterize and model the Satellite Pour l´Observation de la Terre (SPOT) 4-HRV1 sensor, and we conjecture that distortions mostly result from the mechanical strain produced when the satellite was launched rather than from effects of on-orbit thermal variations or aging. The derived calibration models have been integrated to the software package Coregistration of Optically Sensed Images and Correlation (COSI-Corr), freely available from the Caltech Tectonics Observatory website. Such calibration models are particularly useful in reducing biases in digital elevation models (DEMs) generated from stereo matching and in improving the accuracy of change detection algorithms.
Keywords :
CCD image sensors; artificial satellites; calibration; digital elevation models; geophysical signal processing; geophysical techniques; image processing; remote sensing; CCD misalignment induced distortions; COSI-Corr software package; Caltech Tectonics Observatory; Coregistration of Optically Sensed Images and Correlation; DEM; SPOT 4-HRV1 sensor; Satellite Pour l´Observation de la Terre; camera defects; change detection algorithm accuracy; charge coupled device; digital elevation models; distortion free orthorectified reference image; inflight CCD distortion calibration; internal camera bias; orthorectified image; pushbroom camera interior orientation; pushbroom satellites; subpixel correlation; Change detection; Satellite Pour l´Observation de la Terre (SPOT); charge coupled device (CCD) distortions; ground deformations; interior orientation; orthorectification; pushbroom camera calibration; subpixel correlation;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2008.918649
Filename :
4579246
Link To Document :
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