2OC: A General Automated Orientation and Orthorectification Method for Corona KH-4B Panoramic Imagery

• Published in: Remote sensing (Basel, Switzerland) Switzerland), 2023-11, Vol.15 (21), p.5116
• Main Authors: Hou, Zhuolu, Liu, Yuxuan, Zhang, Li, Ai, Haibin, Sun, Yushan, Han, Xiaoxia, Zhu, Chenming
• Format: Article
• Language: English
• Subjects: Accuracy; Algorithms; Archaeology; Automation; Cameras; Corona KH-4B imagery; generalized control information; image orientation; Image resolution; Information processing; Iterative methods; Land cover; large temporal differences; Matching; Mathematical models; Methods; Model accuracy; Orientation; orthorectification; Panoramic cameras; Pixels; Radiation; Remote sensing; Sensors; Standard deviation; Strategy; Surveys; Technology application; Texture; Urban planning
• ISSN: 2072-4292; 2072-4292
• DOI: 10.3390/rs15215116

Due to a lack of geographical reference information, complex panoramic camera models, and intricate distortions, including radiation, geometric, and land cover changes, it can be challenging to effectively apply the large number (800,000+) of high-resolution Corona KH-4B panoramic images from the 1960s and 1970s for surveying-related tasks. This limitation hampers their significant potential in the remote sensing of the environment, urban planning, and other applications. This study proposes a method called 2OC for the automatic and accurate orientation and orthorectification of Corona KH-4B images, which is based on generalized control information from reference images such as Google Earth orthophoto. (1) For the Corona KH-4B panoramic camera, we propose an adaptive focal length variation model that ensures accuracy and consistency. (2) We introduce a robust multi-source remote sensing image matching algorithm, which includes an accurate primary orientation estimation method, a multi-threshold matching enhancement strategy based on scale, orientation, and texture (MTE), and a model-guided matching strategy. These techniques are employed to extract high-accuracy generalized control information for Corona images with significant geometric distortions and numerous weak texture areas. (3) A time-iterative Corona panoramic digital differential correction method is proposed. The orientation and orthorectification results of KH-4B images from multiple regions, including the United States, Russia, Austria, Burkina Faso, Beijing, Chongqing, Gansu, and the Qinghai–Tibet Plateau in China, demonstrate that 2OC not only achieves automation but also attains a state-of-the-art level of generality and accuracy. Specifically, the standard deviation of the orientation is less than 2 pixels, the mosaic error of orthorectified images is approximately 1 pixel, and the standard deviation of ground checkpoints is better than 4 m. In addition, 2OC can provide a longer time series analysis of data from 1962 to 1972, benefiting various fields such as environmental remote sensing and archaeology.