Deep learning for pixel-level image fusion: Recent advances and future prospects

Y Liu, X Chen, Z Wang, ZJ Wang, RK Ward, X Wang - Information fusion, 2018 - Elsevier
By integrating the information contained in multiple images of the same scene into one
composite image, pixel-level image fusion is recognized as having high significance in a …

Multi-focus image fusion techniques: a survey

S Bhat, D Koundal - Artificial Intelligence Review, 2021 - Springer
Abstract Multi-Focus Image Fusion (MFIF) is a method that combines two or more source
images to obtain a single image which is focused, has improved quality and more …

Fusion of multi-focus images using differential evolution algorithm

V Aslantas, R Kurban - Expert Systems with Applications, 2010 - Elsevier
In an image captured by a CCD/CMOS sensor with an optical lens, only the objects within
the depth of field are sharply focused. One way to get an everywhere-in-focus image is to …

Multi-focus image fusion based on multi-scale gradients and image matting

J Chen, X Li, L Luo, J Ma - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Multi-focus image fusion technology is to extract different focused regions of the same scene
among partially focused images and merge them together to generate a composite image …

Image fusion using hierarchical PCA.

U Patil, U Mudengudi - 2011 international conference on image …, 2011 - ieeexplore.ieee.org
In this paper we propose image fusion algorithm using hierarchical PCA. Image fusion is a
process of combining two or more images (which are registered) of the same scene to get …

Optimized ensemble decision-based multi-focus imagefusion using binary genetic Grey-Wolf optimizer in camera sensor networks

K Sujatha, D Shalini Punithavathani - Multimedia Tools and Applications, 2018 - Springer
Modern developments in image technology enabled easy access to an innovative type of
sensor-based networks, Camera or Visual Sensor Networks (VSN). Nevertheless, more …

A fusion algorithm for infrared and visible images based on saliency analysis and non-subsampled Shearlet transform

B Zhang, X Lu, H Pei, Y Zhao - Infrared Physics & Technology, 2015 - Elsevier
This paper proposed a novel fusion method for the infrared and visible image based on the
accurate extraction of the target region. Firstly, the super-pixels-based saliency analysis …

Multi-focus image fusion based on the neighbor distance

H Zhao, Z Shang, YY Tang, B Fang - Pattern Recognition, 2013 - Elsevier
The effective measurement of pixel's sharpness is a key factor in multi-focus image fusion. In
this paper, a gray image is considered as a two-dimensional surface, and the neighbor …

[PDF][PDF] Multi-focus image fusion methods–a survey

R Maruthi, I Lakshmi - Comput Eng, 2017 - m.utcg6e.com
Multi-focus image fusion is a technique of combining two images of the same scene with
diverse focuses into a single image. The single fused image has greater depth of field than …

[PDF][PDF] Multi-spectral and panchromatic image fusion approach using stationary wavelet transform and swarm flower pollination optimization for remote sensing …

R Gharbia, AE Hassanien, AH El Baz… - Future Gener. Comput …, 2018 - academia.edu
This paper proposes a multi-spectral (MS) and panchromatic (Pan) image fusion approach
based on the flower pollination algorithm optimization (FPA). The FPA is used to get an …