A review of multimodal image matching: Methods and applications

X Jiang, J Ma, G **ao, Z Shao, X Guo - Information Fusion, 2021 - Elsevier
Multimodal image matching, which refers to identifying and then corresponding the same or
similar structure/content from two or more images that are of significant modalities or …

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 …

Semantics lead all: Towards unified image registration and fusion from a semantic perspective

H **e, Y Zhang, J Qiu, X Zhai, X Liu, Y Yang, S Zhao… - Information …, 2023 - Elsevier
Infrared–visible image registration and fusion are closely related processes, and it is an
attractive problem to implement coordinated registration and fusion in a unified framework …

Shape-former: Bridging CNN and transformer via ShapeConv for multimodal image matching

J Chen, X Chen, S Chen, Y Liu, Y Rao, Y Yang… - Information …, 2023 - Elsevier
As with any data fusion task, the front-end of the pipeline for image fusion, aiming to collect
multitudinous physical properties from multimodal images taken by different types of …

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 …

A deep framework for hyperspectral image fusion between different satellites

A Guo, R Dian, S Li - IEEE Transactions on Pattern Analysis …, 2022 - ieeexplore.ieee.org
Recently, fusing a low-resolution hyperspectral image (LR-HSI) with a high-resolution
multispectral image (HR-MSI) of different satellites has become an effective way to improve …

Uniform robust scale-invariant feature matching for optical remote sensing images

A Sedaghat, M Mokhtarzade… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Extracting well-distributed, reliable, and precisely aligned point pairs for accurate image
registration is a difficult task, particularly for multisource remote sensing images that have …

Optical and SAR image registration based on feature decoupling network

D **ang, Y **e, 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 …

Advances and challenges in multimodal remote sensing image registration

B Zhu, L Zhou, S Pu, J Fan, Y Ye - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Over the past few decades, with the rapid development of global aerospace and aerial
remote sensing technology, the types of sensors have evolved from the traditional …

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 …