Advances and opportunities in remote sensing image geometric registration: A systematic review of state-of-the-art approaches and future research directions

R Feng, H Shen, J Bai, X Li - IEEE Geoscience and Remote …, 2021 - ieeexplore.ieee.org
Geometric registration is often an accuracy assurance for most remote sensing image
processing and analysis, such as image mosaicking, image fusion, and time-series analysis …

Fast and robust matching for multimodal remote sensing image registration

Y Ye, L Bruzzone, J Shan, F Bovolo… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
While image matching has been studied in remote sensing community for decades,
matching multimodal data [eg, optical, light detection and ranging (LiDAR), synthetic …

Robust registration of multimodal remote sensing images based on structural similarity

Y Ye, J Shan, L Bruzzone… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Automatic registration of multimodal remote sensing data [eg, optical, light detection and
ranging (LiDAR), and synthetic aperture radar (SAR)] is a challenging task due to the …

A deep learning framework for remote sensing image registration

S Wang, D Quan, X Liang, M Ning, Y Guo… - ISPRS Journal of …, 2018 - Elsevier
We propose an effective deep neural network aiming at remote sensing image registration
problem. Unlike conventional methods doing feature extraction and feature matching …

A novel point-matching algorithm based on fast sample consensus for image registration

Y Wu, W Ma, M Gong, L Su… - IEEE Geoscience and …, 2014 - ieeexplore.ieee.org
Robustness and accuracy are the two main challenging problems in feature-based remote
sensing image registration. In this letter, a novel point-matching algorithm is proposed. An …

A novel coarse-to-fine scheme for automatic image registration based on SIFT and mutual information

M Gong, S Zhao, L Jiao, D Tian… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Automatic image registration is a vital yet challenging task, particularly for remote sensing
images. A fully automatic registration approach which is accurate, robust, and fast is …

Self-distillation feature learning network for optical and SAR image registration

D Quan, H Wei, S Wang, R Lei, B Duan… - … on Geoscience and …, 2022 - ieeexplore.ieee.org
Optical and synthetic aperture radar (SAR) image registration is important for multimodal
remote sensing image information fusion. Recently, deep matching networks have shown …

A local descriptor based registration method for multispectral remote sensing images with non-linear intensity differences

Y Ye, J Shan - ISPRS Journal of Photogrammetry and Remote …, 2014 - Elsevier
Image registration is a crucial step for remote sensing image processing. Automatic
registration of multispectral remote sensing images could be challenging due to the …

Automatic image registration through image segmentation and SIFT

H Goncalves, L Corte-Real… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Automatic image registration (AIR) is still a present challenge for the remote sensing
community. Although a wide variety of AIR methods have been proposed in the last few …

Robust optical-to-SAR image matching based on shape properties

Y Ye, L Shen, M Hao, J Wang… - IEEE Geoscience and …, 2017 - ieeexplore.ieee.org
Although image matching techniques have been developed in the last decades, automatic
optical-to-synthetic aperture radar (SAR) image matching is still a challenging task due to …