Perceptual-based image fusion for hyperspectral data

TA Wilson, SK Rogers… - IEEE Transactions on …, 1997 - ieeexplore.ieee.org
Three hierarchical multiresolution image fusion techniques are implemented and tested
using image data from the Airborne Visual/Infrared Imaging Spectrometer (AVIRIS) …

Perceptual-based hyperspectral image fusion using multiresolution analysis

TA Wilson, SK Rogers, LR Myers Jr - Optical Engineering, 1995 - spiedigitallibrary.org
A perceptual-based multiresolution image fusion technique is demonstrated using the
Airborne Visible and Infrared Imaging Spectrometer (AVIRIS) hyperspectral sensor data. The …

Hyperspectral and multispectral remote sensing image fusion based on endmember spatial information

X Feng, L He, Q Cheng, X Long, Y Yuan - Remote Sensing, 2020 - mdpi.com
Hyperspectral (HS) images usually have high spectral resolution and low spatial resolution
(LSR). However, multispectral (MS) images have high spatial resolution (HSR) and low …

A locally optimized model for hyperspectral and multispectral images fusion

K Ren, W Sun, X Meng, G Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The maintenance of spectral variability between subclass objects and the relationship
between hyperspectral (HS) bands have been a fundamental but challenging problem for …

Hyperspectral and multispectral image fusion techniques for high resolution applications: A review

D Sara, AK Mandava, A Kumar, S Duela… - Earth Science Informatics, 2021 - Springer
Hyperspectral imaging has been rapidly developing over the past decade, and modern
sensor technologies can cover large areas with exceptional spatial, spectral, and temporal …

Comprehensive review on fusion techniques for spatial information enhancement in hyperspectral imagery

A Mookambiga, V Gomathi - Multidimensional Systems and Signal …, 2016 - Springer
The volume of data grows with the advent of multiple types of remote sensing sensors and in
order to extract the most useful information there is a need to combine the data gathered …

Hyperspectral and multispectral image fusion based on local low rank and coupled spectral unmixing

Y Zhou, L Feng, C Hou, SY Kung - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Hyperspectral images (HSIs) usually have high spectral and low spatial resolution.
Conversely, multispectral images (MSIs) usually have low spectral and high spatial …

Multispectral and hyperspectral image fusion based on group spectral embedding and low-rank factorization

K Zhang, M Wang, S Yang - IEEE Transactions on Geoscience …, 2016 - ieeexplore.ieee.org
Fusing low spatial resolution hyperspectral (LRHS) images and high spatial resolution
multispectral (HRMS) images to obtain high spatial resolution hyperspectral images (HRHS) …

A quantitative method for evaluating the performances of hyperspectral image fusion

Q Wang, Y Shen, Y Zhang… - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
Hyperspectral image fusion is a key technique of hyperspectral data processing. In recent
years, many fusion methods have been proposed, but there is little work concerning …

Hyperfusion: A computational approach for hyperspectral, multispectral, and panchromatic image fusion

X Tian, W Zhang, Y Chen, Z Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Fusing hyperspectral image (HSI) and multispectral image (MSI) of high spatial resolution is
typically utilized to obtain HSIs of high spatial resolution. However, the spatial quality of most …