GTP-PNet: A residual learning network based on gradient transformation prior for pansharpening

H Zhang, J Ma - ISPRS Journal of Photogrammetry and Remote …, 2021 - Elsevier
Pansharpening aims to fuse low-resolution multi-spectral image and high-resolution
panchromatic (PAN) image to produce a high-resolution multi-spectral (HRMS) image. In …

An improved symbiotic organisms search algorithm for higher dimensional optimization problems

S Chakraborty, S Nama, AK Saha - Knowledge-Based Systems, 2022 - Elsevier
The symbiotic organisms search (SOS) algorithm was introduced by considering the
relationships among the creatures in a natural ecosystem. Despite the superior efficiency of …

A theoretical and practical survey of image fusion methods for multispectral pansharpening

CS Yilmaz, V Yilmaz, O Gungor - Information Fusion, 2022 - Elsevier
Pansharpening fuses the spatial features of a high-resolution panchromatic (PAN) image
with the spectral features of a lower-resolution multispectral (MS) image to generate a …

Region based multi-spectral fusion method for remote sensing images using differential search algorithm and IHS transform

T Kurban - Expert Systems with Applications, 2022 - Elsevier
Remote sensing applications such as clustering, classification, feature extraction,
measurement and change detection need fused high-resolution images that contain …

Adaptive hybrid pansharpening: a novel approach for combining two methods to achieve superior pansharpening performance

V Yilmaz - International Journal of Remote Sensing, 2023 - Taylor & Francis
This study proposes an adaptive strategy to improve the performances of two widely used
pansharpening strategies, namely the Generalized Laplacian Pyramid (GLP) with …

[PDF][PDF] A systematic review of symbiotic organisms search algorithm for data clustering and predictive analysis

AFJ AL-Gburi, MZA Nazri, MRB Yaakub… - Journal of Intelligent …, 2024 - degruyter.com
In recent years, the field of data analytics has witnessed a surge in innovative techniques to
handle the ever-increasing volume and complexity of data. Among these, nature-inspired …

Study on InSAR image fusion for improved visualization of active landslides in alpine valley areas: A case in the Batang Region, China

Y Liu, X Yao, Z Gu, Z Zhou, X Liu, S Wei - Computers & Geosciences, 2024 - Elsevier
InSAR observation with a wide range and high sensitivity is one of the main techniques for
active landslide identification, but due to the influence of the SAR satellite side-view imaging …

A Non‐Dominated Sorting Genetic Algorithm‐II‐based approach to optimize the spectral and spatial quality of component substitution‐based pansharpened images

V Yilmaz - Concurrency and Computation: Practice and …, 2021 - Wiley Online Library
Pansharpening aims to fuse a lower‐resolution multispectral (MS) image and a higher‐
resolution panchromatic image, resulting in an image with the color quality of the former and …

A Metaheuristic Optimization-Based Solution to MTF-GLP-Based PANsharpening

C Serifoglu Yilmaz, O Gungor - PFG–Journal of Photogrammetry, Remote …, 2023 - Springer
In recent years, the pansharpening strategies employing the Generalized Laplacian Pyramid
(GLP) based on Gaussian filters that match the Modulation Transfer Function (MTF) of the …

Fusion of remotely sensed infrared and visible images using Shearlet transform and backtracking search algorithm

T Kurban - International Journal of Remote Sensing, 2021 - Taylor & Francis
Information provided from a single spectral band of a satellite image, may not be sufficient in
most cases for classification, recognition and change detection applications. Therefore …