A survey of classical methods and new trends in pansharpening of multispectral images

I Amro, J Mateos, M Vega, R Molina… - EURASIP Journal on …, 2011 - Springer
There exist a number of satellites on different earth observation platforms, which provide
multispectral images together with a panchromatic image, that is, an image containing …

A comparison of STARFM and an unmixing-based algorithm for Landsat and MODIS data fusion

CM Gevaert, FJ García-Haro - Remote sensing of Environment, 2015 - Elsevier
The focus of the current study is to compare data fusion methods applied to sensors with
medium-and high-spatial resolutions. Two documented methods are applied, the spatial and …

LANDSAT 8 LST Pan sharpening using novel principal component based downscaling model

KV Sharma, V Kumar, K Singh, DJ Mehta - Remote Sensing Applications …, 2023 - Elsevier
The panchromatic (PAN) band is accessible at a much higher spatial resolution than the
thermal infrared (TIR) band in remote sensing satellites. To mitigate this issue, current …

Unmixing-based Landsat TM and MERIS FR data fusion

R Zurita-Milla, JGPW Clevers… - IEEE Geoscience and …, 2008 - ieeexplore.ieee.org
An unmixing-based data fusion technique is used to generate images that have the spatial
resolution of Landsat Thematic Mapper (TM) and the spectral resolution provided by the …

Downscaling time series of MERIS full resolution data to monitor vegetation seasonal dynamics

R Zurita-Milla, G Kaiser, J Clevers, W Schneider… - Remote Sensing of …, 2009 - Elsevier
Monitoring vegetation dynamics is fundamental for improving Earth system models and for
increasing our understanding of the terrestrial carbon cycle and the interactions between …

Fusion of MS and PAN images preserving spectral quality

HR Shahdoosti, H Ghassemian - IEEE Geoscience and Remote …, 2014 - ieeexplore.ieee.org
Image fusion aims at improving spectral information in a fused image as well as adding
spatial details to it. Among the existing fusion algorithms, filter-based fusion methods are the …

An improved STARFM with help of an unmixing-based method to generate high spatial and temporal resolution remote sensing data in complex heterogeneous …

D Xie, J Zhang, X Zhu, Y Pan, H Liu, Z Yuan, Y Yun - Sensors, 2016 - mdpi.com
Remote sensing technology plays an important role in monitoring rapid changes of the
Earth's surface. However, sensors that can simultaneously provide satellite images with both …

Bilateral filtering-based enhanced pansharpening of multispectral satellite images

NH Kaplan, I Erer - IEEE geoscience and remote sensing letters, 2014 - ieeexplore.ieee.org
An efficient pansharpening method should inject the missing geometric information to the
multispectral (MS) image while preserving its radiometric information. Widely used additive …

MAP estimation for multiresolution fusion in remotely sensed images using an IGMRF prior model

M Joshi, A Jalobeanu - IEEE Transactions on Geoscience and …, 2009 - ieeexplore.ieee.org
In this paper, we propose a model-based approach for the multiresolution fusion of satellite
images. Given the high-spatial-resolution panchromatic (Pan) image and the low-spatial …

A low computational-cost method to fuse IKONOS images using the spectral response function of its sensors

M González-Audícana, X Otazu, O Fors… - … on Geoscience and …, 2006 - ieeexplore.ieee.org
Probably the most popular image fusion method is that based on the intensity-hue-saturation
(IHS) transform. Although the spatial enhancement of the IHS-merged images is high, the …