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 …

Depth-distilled multi-focus image fusion

F Zhao, W Zhao, H Lu, Y Liu, L Yao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Homogeneous regions, which are smooth areas that lack blur clues to discriminate if they
are focused or non-focused. Therefore, they bring a great challenge to achieve high …

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 …

Multi sensor image fusion for surveillance applications using hybrid image fusion algorithm

N Paramanandham, K Rajendiran - Multimedia Tools and Applications, 2018 - Springer
Image fusion is the process of integrating several source images into a single image that
provides more reliable information along with reduced redundancy. In this paper, a hybrid …

Multi-scale fusion algorithm based on structure similarity index constraint for infrared polarization and intensity images

L Zhang, F Yang, L Ji - IEEE Access, 2017 - ieeexplore.ieee.org
At present, infrared polarization and intensity image fusion algorithms often cause fused
images to appear fuzzy, making the fused image unable to be processed further. In this …

Medical image fusion based on Frei-Chen masks in NSST domain

P Ganasala, AD Prasad - 2018 5th International Conference on …, 2018 - ieeexplore.ieee.org
Medical image fusion presents the information given by different imaging modalities in a
single composite image. Fused image provides more clinical information useful for the …

SwinMFF: toward high-fidelity end-to-end multi-focus image fusion via swin transformer-based network

X Xie, B Guo, P Li, S He, S Zhou - The Visual Computer, 2024 - Springer
The end-to-end approach that directly learns the mapping from multi-focus images to fused
images has been widely used recently, which achieves excellent performance in dealing …

Multi-focus image fusion based on optimal defocus estimation

V Aslantas, AN Toprak - Computers & Electrical Engineering, 2017 - Elsevier
One of the main drawbacks of the imaging systems is limited depth of field which prevents
them from obtaining an all-in-focus image of the environment. This paper presents an …

Multi-focus image fusion using residual removal and fractional order differentiation focus measure

J Lu, K Tan, Z Li, J Chen, Q Ran, H Wang - Signal, Image and Video …, 2024 - Springer
Multi-focus image fusion is a technique that merges partially focused images to create a
totally focused image. However, most existing focus measures suffer from inaccurate …

Swarm intelligence based image fusion for noisy images using consecutive pixel intensity

N Paramanandham, K Rajendiran - Multimedia Tools and Applications, 2018 - Springer
A novel image fusion technique is presented, aiming at resolving the fusion problem of noisy
images. In this paper, a new activity level measurement based on consecutive pixel intensity …