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 …

VNIR–NIR hyperspectral imaging fusion targeting intraoperative brain cancer detection

R Leon, H Fabelo, S Ortega, JF Pineiro, A Szolna… - Scientific reports, 2021 - nature.com
Currently, intraoperative guidance tools used for brain tumor resection assistance during
surgery have several limitations. Hyperspectral (HS) imaging is arising as a novel imaging …

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 …

Multi-scale fused SAR image registration based on deep forest

S Mao, J Yang, S Gou, L Jiao, T Xiong, L Xiong - Remote Sensing, 2021 - mdpi.com
SAR image registration is a crucial problem in SAR image processing since the registration
results with high precision are conducive to improving the quality of other problems, such as …

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 …

Automatic overlapping area determination and segmentation for multiple side scan sonar images mosaic

X Shang, J Zhao, H Zhang - IEEE Journal of Selected Topics in …, 2021 - ieeexplore.ieee.org
Seafloor image is important for marine scientific research and ocean engineering. With the
wide use of side scan sonar (SSS), multiple measured SSS images need to be mosaicked to …

A novel mosaic method for spaceborne ScanSAR images based on homography matrix compensation

J Tian, Y Wu, Y Cai, H Fan, W Yu - Remote Sensing, 2021 - mdpi.com
Accurate and efficient image mosaicking is essential for generating wide-range swath
images of spaceborne scanning synthetic aperture radar (ScanSAR). However, the existing …

Combining optimized SAR-SIFT features and RD model for multisource SAR image registration

M Wang, J Zhang, K Deng, F Hua - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Multisource synthetic aperture radar (SAR) image registration is a difficult task in remote
sensing due to the influence of speckle noise and geometric distortions between the images …

A SIFT‐Like Feature Detector and Descriptor for Multibeam Sonar Imaging

W Zhang, T Zhou, C Xu, M Liu - Journal of Sensors, 2021 - Wiley Online Library
Multibeam imaging sonar has become an increasingly important tool in the field of
underwater object detection and description. In recent years, the scale‐invariant feature …

Efficient multisource remote sensing image matching using dominant orientation of gradient

D Liang, J Ding, Y Zhang - IEEE Journal of Selected Topics in …, 2021 - ieeexplore.ieee.org
Image matching is the key step for image registration. Due to the existing nonlinear intensity
differences between multisource images, their matching is still a challenging task. A fast …