A learning-based image fusion for high-resolution SAR and panchromatic imagery

DK Seo, YD Eo - Applied Sciences, 2020 - mdpi.com
Image fusion is an effective complementary method to obtain information from multi-source
data. In particular, the fusion of synthetic aperture radar (SAR) and panchromatic images …

DAFCNN: A dual-channel feature extraction and attention feature fusion convolution neural network for SAR image and MS image fusion

J Luo, F Zhou, J Yang, M Xing - Remote Sensing, 2023 - mdpi.com
In the field of image fusion, spatial detail blurring and color distortion appear in synthetic
aperture radar (SAR) images and multispectral (MS) during the traditional fusion process …

Learning spectral cues for multispectral and panchromatic image fusion

Y Xing, S Yang, Y Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently, deep learning based multispectral (MS) and panchromatic (PAN) image fusion
methods have been proposed, which extracted features automatically and hierarchically by …

An Improved Multiplicative Fusion Method for High-resolution SAR and Optical Images

H Li, D Liang - 2023 16th International Congress on Image and …, 2023 - ieeexplore.ieee.org
The fusion of high-resolution SAR and optical images, aiming to produce an enhanced
image which benefits from both the spectral information of the optical image and the spatial …

[PDF][PDF] FUSION OF SAR AND OPTICAL IMAGES USING PIXEL-BASED CNN.

SR Bandi, M Anbarasan, D Sheela - Neural Network World, 2022 - nnw.cz
Sensors of different wavelengths in remote sensing field capture data. Each and every
sensor has its own capabilities and limitations. Synthetic aperture radar (SAR) collects data …

A texture-based fusion scheme to integrate high-resolution satellite SAR and optical images

Y Byun - Remote sensing letters, 2014 - Taylor & Francis
Image fusion of different types of satellite images is of widespread interest due to the
increasing availability of various spaceborne imaging sensors. In this letter, a new multi …

A novel SAR and optical image fusion algorithm based on an improved SPCNN and phase congruency information

Y Fu, S Yang, Y Li, H Yan, Y Zheng - International Journal of …, 2023 - Taylor & Francis
The noise and significant spectral differences lead to severe spectral and spatial information
distortions in the fusion result of SAR and optical images. We propose a fusion method …

An area-based image fusion scheme for the integration of SAR and optical satellite imagery

Y Byun, J Choi, Y Han - IEEE journal of selected topics in …, 2013 - ieeexplore.ieee.org
The task of enhancing the perception of a scene by combining information captured from
different image sensors is usually known as multisensor image fusion. This paper presents …

Comparative analysis of pixel-level fusion algorithms and a new high-resolution dataset for SAR and optical image fusion

J Li, J Zhang, C Yang, H Liu, Y Zhao, Y Ye - Remote Sensing, 2023 - mdpi.com
Synthetic aperture radar (SAR) and optical images often present different geometric
structures and texture features for the same ground object. Through the fusion of SAR and …

An image fusion method of SAR and multispectral images based on non-subsampled shearlet transform and activity measure

D Huang, Y Tang, Q Wang - Sensors, 2022 - mdpi.com
Synthetic aperture radar (SAR) is an important remote sensing sensor whose application is
becoming more and more extensive. Compared with traditional optical sensors, it is not easy …