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 …
Deep learning in hyperspectral unmixing: A review
In remote sensing, hyperspectral unmixing is very challenging inverse ill-posed problem
which does not have closed-form solution. Since more than three decades, several …
which does not have closed-form solution. Since more than three decades, several …
Deep feature correlation learning for multi-modal remote sensing image registration
Deep descriptors have advantages over handcrafted descriptors on local image patch
matching. However, due to the complex imaging mechanism of remote sensing images and …
matching. However, due to the complex imaging mechanism of remote sensing images and …
Remote Sensing Hyperspectral Image Super-Resolution Via Multi-Domain Spatial Information and Multi-Scale Spectral Information Fusion
C Chen, Y Wang, Y Zhang, Z Zhao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Hyperspectral image (HSI) super-resolution (SR) technology has made remarkable progress
due to the development of deep learning (DL). However, the technique still faces two …
due to the development of deep learning (DL). However, the technique still faces two …
Self-Supervised Deep Network for Automatic Target Recognition in SAR
SK Bashetti, JS Bhatt - IGARSS 2023-2023 IEEE International …, 2023 - ieeexplore.ieee.org
In this paper, for the very first time, a self-supervised deep neural network (pretext &
downstream) is devised for automatic target recognition (ATR) in synthetic aperture radar …
downstream) is devised for automatic target recognition (ATR) in synthetic aperture radar …
AbdoMReg: A Deep Learning Framework for Abdominal MR Deformable Image Registration
I Poles - 2022 - search.proquest.com
Nowadays, novel imaging techniques benefit various clinical applications ranging from
patient diagnosis and follow-up to real-time medical imaging integration to guide critical …
patient diagnosis and follow-up to real-time medical imaging integration to guide critical …