A survey of classical methods and new trends in pansharpening of multispectral images
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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
Earth's surface. However, sensors that can simultaneously provide satellite images with both …
Bilateral filtering-based enhanced pansharpening of multispectral satellite images
An efficient pansharpening method should inject the missing geometric information to the
multispectral (MS) image while preserving its radiometric information. Widely used additive …
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 …
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
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 …
(IHS) transform. Although the spatial enhancement of the IHS-merged images is high, the …