When multi-focus image fusion networks meet traditional edge-preservation technology

Z Wang, X Li, L Zhao, H Duan, S Wang, H Liu… - International Journal of …, 2023 - Springer
Generating the decision map with accurate boundaries is the key to fusing multi-focus
images. In this paper, we introduce edge-preservation (EP) techniques into neural networks …

A novel approach using the local energy function and its variations for medical image fusion

PH Dinh - The Imaging Science Journal, 2023 - Taylor & Francis
Medical image fusion plays a pivotal role in facilitating clinical diagnosis. However, the
quality of input medical images may be marred by noise, low contrast, and lack of …

An efficient image inpainting algorithm based on a modified Gray–Scott model

J Wang, X Wu, H Xu, J Kim - Signal Processing, 2024 - Elsevier
In this paper, we proposes an image inpainting algorithm based on the modified Gray–Scott
(GS) model. We have added a fidelity term to control the edge and stability of pixel value …

Multi-Focus Image Fusion for Full-Field Optical Angiography

Y Jie, X Li, M Wang, H Tan - Entropy, 2023 - mdpi.com
Full-field optical angiography (FFOA) has considerable potential for clinical applications in
the prevention and diagnosis of various diseases. However, owing to the limited depth of …

Enhancing infrared images via multi-resolution contrast stretching and adaptive multi-scale detail boosting

H Lu, Z Liu, X Pan, R Lan, W Wang - The Visual Computer, 2024 - Springer
Infrared imaging technology has attracted numerous interests in military, security,
transportation, etc. However, infrared images suffer from low contrast and blurry detail …

MCFDFusion: Multi-focus image fusion based on multi-scale cross-difference and focus detection

X Li, X Li, X Cheng, M Wang, H Tan - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
As an important multisensor data fusion technology, multifocus image fusion (MFIF)
integrates all focused information from source images to provide a comprehensive and …

SAMF: Small-Area-Aware Multi-focus Image Fusion for Object Detection

X Li, X Li, H Tan, J Li - arXiv preprint arXiv:2401.08357, 2024 - arxiv.org
Existing multi-focus image fusion (MFIF) methods often fail to preserve the uncertain
transition region and detect small focus areas within large defocused regions accurately. To …

Night Vision Anti-Halation Algorithm Based on Different-Source Image Fusion Combining Visual Saliency with YUV-FNSCT

Q Guo, F Yang, H Wang - Electronics, 2023 - mdpi.com
In order to address driver's dazzle caused by the abuse of high beams when vehicles meet
at night, a night vision anti-halation algorithm based on image fusion combining visual …

E-MFIF-NSST: Entropy-based Multi-Focus Image Fusion technique in NSST domain

P Singh, M Koranga, R Prasad, A Dubey… - 2021 5th …, 2021 - ieeexplore.ieee.org
Multi-focus-image-fusion (MFIF) is an approach of fusing two or more multi-focused images
into a single image that contains much more information than the previous input images. An …