A comprehensive review on remote sensing image registration

S Paul, UC Pati - International Journal of Remote Sensing, 2021 - Taylor & Francis
Over the last two decades, there has been a significant improvement in the quality and
volume of the remote-sensing images. With the extensive availability of the images, these …

Optical and SAR image registration based on feature decoupling network

D Xiang, Y Xie, J Cheng, Y Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Automatic registration of optical and synthetic aperture radar (SAR) images is one of the
most challenging tasks due to the influence of speckle noise and nonlinear radiation …

Progressive keypoint detection with dense Siamese network for SAR image registration

D Xiang, Y Xu, J Cheng, Y Xie… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) image registration plays a key role in the applications such
as change detection and image mosaic, which is one of the most challenging tasks in recent …

KAZE-SAR: SAR image registration using KAZE detector and modified SURF descriptor for tackling speckle noise

M Pourfard, T Hosseinian, R Saeidi… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) image registration is still a challenging task in remote
sensing. The scale-invariant feature transform (SIFT) method and its extensions are most …

Multimodal remote sensing image matching combining learning features and delaunay triangulation

Y Zhang, Y Liu, H Zhang, G Ma - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multimodal remote sensing image (MRSI) high-precision matching faces significant
challenges due to the large nonlinear distortions in radiation and geometry. To address this …

[HTML][HTML] SAR image matching based on rotation-invariant description

Y Chang, Q Xu, X Xiong, G Jin, H Hou, D Man - Scientific Reports, 2023 - nature.com
The utilization of scale invariant feature transform algorithm in synthetic-aperture radar
images (SAR–SIFT) to match image features may lead to principal orientation assignments …

A geometry-aware registration algorithm for multiview high-resolution SAR images

Y Xiang, N Jiao, R Liu, F Wang, H You… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Despite impressive progress in the past decade, accurate and efficient multiview synthetic
aperture radar (SAR) image registration remains a challenging task due to complex imaging …

[HTML][HTML] A Straightforward Bifurcation Pattern-Based Fundus Image Registration Method

JE Ochoa-Astorga, L Wang, W Du, Y Peng - Sensors, 2023 - mdpi.com
Fundus image registration is crucial in eye disease examination, as it enables the alignment
of overlapping fundus images, facilitating a comprehensive assessment of conditions like …

Robust SAR image registration using rank-based ratio self-similarity

X Xiong, G Jin, Q Xu, H Zhang - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) images in different polarizations or from different sensors are
becoming easily available, but registering these images is challenging because of the …

[HTML][HTML] SD-CapsNet: A Siamese Dense Capsule Network for SAR Image Registration with Complex Scenes

B Li, D Guan, X Zheng, Z Chen, L Pan - Remote Sensing, 2023 - mdpi.com
SAR image registration is the basis for applications such as change detection, image fusion,
and three-dimensional reconstruction. Although CNN-based SAR image registration …