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Advances and opportunities in remote sensing image geometric registration: A systematic review of state-of-the-art approaches and future research directions
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 …
processing and analysis, such as image mosaicking, image fusion, and time-series analysis …
Fast and robust matching for multimodal remote sensing image registration
While image matching has been studied in remote sensing community for decades,
matching multimodal data [eg, optical, light detection and ranging (LiDAR), synthetic …
matching multimodal data [eg, optical, light detection and ranging (LiDAR), synthetic …
Robust registration of multimodal remote sensing images based on structural similarity
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 …
ranging (LiDAR), and synthetic aperture radar (SAR)] is a challenging task due to the …
A deep learning framework for remote sensing image registration
We propose an effective deep neural network aiming at remote sensing image registration
problem. Unlike conventional methods doing feature extraction and feature matching …
problem. Unlike conventional methods doing feature extraction and feature matching …
A novel point-matching algorithm based on fast sample consensus for image registration
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 …
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
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 …
images. A fully automatic registration approach which is accurate, robust, and fast is …
Self-distillation feature learning network for optical and SAR image registration
Optical and synthetic aperture radar (SAR) image registration is important for multimodal
remote sensing image information fusion. Recently, deep matching networks have shown …
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
Image registration is a crucial step for remote sensing image processing. Automatic
registration of multispectral remote sensing images could be challenging due to the …
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 …
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
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 …
optical-to-synthetic aperture radar (SAR) image matching is still a challenging task due to …