Research Issues in Image Registration for Remote Sensing
Abstract
Image registration is an important element in data processing for remote sensing with many applications and a wide range of solutions. Despite considerable investigation the field has not settled on a definitive solution for most applications and a number of questions remain open. This article looks at selected research issues by surveying the experience of operational satellite teams, application-specific requirements for Earth science, and our experiments in the evaluation of image registration algorithms with emphasis on the comparison of algorithms for subpixel accuracy. We conclude that remote sensing applications put particular demands on image registration algorithms to take into account domain-specific knowledge of geometric transformations and image content.
Cite
Text
Eastman et al. "Research Issues in Image Registration for Remote Sensing." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2007. doi:10.1109/CVPR.2007.383423Markdown
[Eastman et al. "Research Issues in Image Registration for Remote Sensing." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2007.](https://mlanthology.org/cvpr/2007/eastman2007cvpr-research/) doi:10.1109/CVPR.2007.383423BibTeX
@inproceedings{eastman2007cvpr-research,
title = {{Research Issues in Image Registration for Remote Sensing}},
author = {Eastman, Roger D. and Le Moigne, Jacqueline and Netanyahu, Nathan S.},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year = {2007},
doi = {10.1109/CVPR.2007.383423},
url = {https://mlanthology.org/cvpr/2007/eastman2007cvpr-research/}
}