Multi-focus image fusion with multi-scale transform optimized by metaheuristic algorithms

AI Abas, NA Baykan - Traitement du Signal, 2021 - gcris.ktun.edu.tr
image fusion techniques based on optimization algorithms such as Particle Swarm Optimization
(PSO) and Genetic Algorithm (GA) … on variance and spatial frequency. The variance and …

[PDF][PDF] Genetic Algorithm based Multi-focus Image Fusion using Local Features

MUU Rehman - 2020 - cust-library.azurewebsites.net
multi-focus image fusion using an ensemble of multiple local features by weight optimization
using a genetic algorithm… In their study, they used a spatial frequency and sum of Laplacian …

Multi-focus image fusion: algorithms, evaluation, and a library

R Zafar, MS Farid, MH Khan - Journal of Imaging, 2020 - mdpi.com
using different statistical measures. Another contribution of this paper is the proposal of a
multi-focus image fusion … Focus measures such as the energy of Laplacian or spatial frequency

Multi-focus image fusion techniques: a survey

S Bhat, D Koundal - Artificial Intelligence Review, 2021 - Springer
… This method used spatial frequency for fusing images and was helpful even in real… using
sharpness criteria for constructing the fused image. This method outperformed genetic algorithm

Multi-focus image fusion: A survey of the state of the art

Y Liu, L Wang, J Cheng, C Li, X Chen - Information Fusion, 2020 - Elsevier
… The spatial frequency (SF) of a NSCT band is fed to the PCNN to obtain the activity level
measurement. Since then, PCNN and its improved versions such as spiking cortical model (SCM…

Multi-focus color image fusion algorithm based on super-resolution reconstruction and focused area detection

S Liu, J Ma, L Yin, H Li, S Cong, X Ma, S Hu - IEEE Access, 2020 - ieeexplore.ieee.org
fusion methods, the detection of the focus area is a critical step. In this paper, we propose a
multi-focus image fusion algorithm … detected from super-resolved images. Firstly, the source …

[PDF][PDF] Multi-focus Image Fusion based on Genetic Algorithm using Local Features

R Sarwar, A Oad, MSH Talpur, A Luhrani… - International …, 2021 - academia.edu
… a multi-focus image fusion using an ensemble of multiple local features by weight optimization
using a genetic algorithm. … Their study used a spatial frequency and sum of Laplacian for …

[PDF][PDF] Fuzzy Based Hybrid Focus Value Estimation for Multi Focus Image Fusion.

M Ahmad, M Arfan Jaffar, F Nasim… - … Materials & Continua, 2022 - cdn.techscience.cn
… of-the-art existing techniques such as Genetic Algorithm (GA), Principal Component Analysis
(… Spatial Frequency measures the activity level in image. We have used spatial frequency to …

[PDF][PDF] A modified technique of hybrid multiobjective genetic algorithm for image fusion.

J Kulkarni, R Bichkar - Int. Arab J. Inf. Technol., 2023 - iajit.org
… or optimum fused image. As optimization is needed in the image fusion process, evolutionary
algorithms can give the … Spatial Frequency: this provides the spatial information of an …

Multi-focus image fusion using neutrosophic based wavelet transform

S Bhat, D Koundal - Applied Soft Computing, 2021 - Elsevier
… The key aim of Multi-focus Image Fusion (MFIF) is to gather … source images and then merge
that information to develop a fused … SWT, FS, and Local Spatial Frequency (LSF) was able to …