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A review of multimodal image matching: Methods and applications
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 …
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
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 …
Semantics lead all: Towards unified image registration and fusion from a semantic perspective
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 …
attractive problem to implement coordinated registration and fusion in a unified framework …
Shape-former: Bridging CNN and transformer via ShapeConv for multimodal image matching
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 …
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
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 …
A deep framework for hyperspectral image fusion between different satellites
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 …
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
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 …
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 …
most challenging tasks due to the influence of speckle noise and nonlinear radiation …
Advances and challenges in multimodal remote sensing image registration
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 …
remote sensing technology, the types of sensors have evolved from the traditional …
A comprehensive review on remote sensing image registration
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 …
volume of the remote-sensing images. With the extensive availability of the images, these …