Abstract

When in orbit, spliced satellite optical cameras are affected by various factors that degrade the actual image stitching precision and the accuracy of their data products. This is a major bottleneck in the current remote sensing technology. Previous geometric calibration research has mostly focused on stitched satellite images and has largely ignored the inter-chip relationship among original multi-chip images, resulting in accuracy loss in geometric calibration and subsequent image products. Therefore, in this paper, a novel geometric calibration method is proposed for spliced satellite optical cameras. The integral geometric calibration model was developed on inter-chip geometry constraints among multi-chip images, including the corresponding external and internal calibration models. The proposed approach improves uncontrolled geopositioning accuracy and enhances mosaic precision at the same time. For evaluation, images from the optical butting satellite ZiYuan-3 (ZY-3) and mechanical interleaving satellite Tianhui-1 (TH-1) were used for the experiments. Multiple sets of satellite data of the Songshan Calibration field and other regions were used to evaluate the reliability, stability, and applicability of the calibration parameters. The experiment results found that the proposed method obtains reliable camera alignment angles and interior calibration parameters and generates high-precision seamless mosaic images. The calibration scheme is not only suitable for mechanical interleaving cameras with large geometric displacement among multi-chip images but is also effective for optical butting cameras with minor chip offset. It also significantly improves uncontrolled geopositioning accuracy for both types of spliced satellite images. Moreover, the proposed calibration procedure results in multi-chip satellite images being seamlessly stitched together and mosaic errors within one pixel.

Highlights

  • We proposed an integral geometric calibration model based on inter-chip geometry constraints for spliced satellite cameras, including the corresponding external geometric calibration model and the internal geometric calibration model, and designed the detailed geometric calibration scheme and implementation method

  • Equation (14) presents the integral geometric calibration model for spliced satellite optical cameras based on inter-chip geometry constraints proposed in this paper

  • After determining the external calibration parameters and keeping them fixed, the internal geometric calibration model based on inter-chip geometry constraints is established

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Summary

Introduction

The experimental results proved that the model could reduce the correlation of the parameters and improve the solved accuracy [18] While these geometric calibration methods have achieved remarkable progress, all the investigations used stitched satellite images, which means that the geometric relationship between the original multi-chip images had not been considered in the geometric calibration process. This knowledge gap can result in image accuracy loss in image positioning and subsequent data products.

Integral Imaging Model of Spliced Satellite Optical Camera
Imaging Properties
Geometric Error Characteristics
Geometric Imaging Model
Test Data
Experiment Results of ZY-3 Satellite Three-Line Array Images
Mosaic Effect Verification of ZY-3 Image
Experiment Results of TH-1 HR Image
Initial Positioning Accuracy Analysis of TH-1 Satellite HR Images
Mosaic Effect Verification of TH-1 Image
Conclusions
Patents
Full Text
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