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
Multi-focus image fusion is an effective technique to extend the depth-of-field of optical
lenses by creating an all-in-focus image from a set of partially focused images of the same …

Mathematical modeling and simulation of multi-focus image fusion techniques using the effect of image enhancement criteria: a systematic review and performance …

G Choudhary, D Sethi - Artificial Intelligence Review, 2023 - Springer
Image fusion is a long-established and well-known study area of digital image processing.
The reason is its substantial approach in several practical applications in which multi-focus …

Fractal dimension based parameter adaptive dual channel PCNN for multi-focus image fusion

C Panigrahy, A Seal, NK Mahato - Optics and Lasers in Engineering, 2020 - Elsevier
Multi-focus image fusion combines the focused parts of multiple images of the same scene
to generate a fully focused image. Dual Channel Pulse coupled neural network (DCPCNN) …

Multimodal medical image fusion based on fuzzy discrimination with structural patch decomposition

Y Yang, J Wu, S Huang, Y Fang, P Lin… - IEEE journal of …, 2018 - ieeexplore.ieee.org
Multimodal medical image fusion, emerging as a hot topic, aims to fuse images with
complementary multi-source information. In this paper, we propose a novel multimodal …

Gradient-based multi-focus image fusion using foreground and background pattern recognition with weighted anisotropic diffusion filter

GT Vasu, P Palanisamy - Signal, Image and Video Processing, 2023 - Springer
The goal of multi-focus image fusion (MFIF) is to create a single, unified image from multiple
images of the same scene with varying depths of focus of foreground and background …

Multi-modal medical image super-resolution fusion based on detail enhancement and weighted local energy deviation

Y Yang, S Cao, W Wan, S Huang - Biomedical Signal Processing and …, 2023 - Elsevier
Multi-modal medical image fusion (MMIF) integrates medical images of different modalities
into an image with rich information to boost the accuracy and efficiency of clinical diagnosis …

A novel multi-focus image fusion method based on stationary wavelet transform and local features of fuzzy sets

Q Jiang, X Jin, SJ Lee, S Yao - IEEE Access, 2017 - ieeexplore.ieee.org
The key issue of multi-sensor image fusion is how to accurately extract and fuse the high-
quality pixels or coefficients of source images. Nevertheless, the so-called high-quality is an …

Multimodal medical image fusion based on weighted local energy matching measurement and improved spatial frequency

Y Yang, S Cao, S Huang, W Wan - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Multimodal medical image fusion (MMIF) technology can effectively improve the efficiency
and accuracy of doctors in clinical diagnosis and treatment by combining different modes of …

Vessel detection via multi-order saliency-based fuzzy fusion of spaceborne and airborne SAR images

D Zhu, X Wang, G Li, XP Zhang - Information Fusion, 2023 - Elsevier
This study focuses on vessel target detection by fusing synthetic aperture radar (SAR)
remote sensing images collaboratively collected from spaceborne and airborne platforms …

Multi-focus image fusion using fractal dimension

C Panigrahy, A Seal, N Kumar Mahato, O Krejcar… - Applied Optics, 2020 - opg.optica.org
Multi-focus image fusion is defined as “the combination of a group of partially focused
images of a same scene with the objective of producing a fully focused image.” Normally …