A review on multimodal medical image fusion: Compendious analysis of medical modalities, multimodal databases, fusion techniques and quality metrics

MA Azam, KB Khan, S Salahuddin, E Rehman… - Computers in biology …, 2022 - Elsevier
Background and objectives Over the past two decades, medical imaging has been
extensively apply to diagnose diseases. Medical experts continue to have difficulties for …

[HTML][HTML] Multimodal medical image fusion towards future research: A review

SU Khan, MA Khan, M Azhar, F Khan, Y Lee… - Journal of King Saud …, 2023 - Elsevier
Medical imaging has been widely used to diagnose various disorders over the past 20
years. Primary challenges in medicine include accurate disease identification and improved …

A perceptual framework for infrared–visible image fusion based on multiscale structure decomposition and biological vision

Z Zhou, E Fei, L Miao, R Yang - Information Fusion, 2023 - Elsevier
Infrared–visible image fusion is of great value in many applications due to their highly
complementary information. However, it is hard to obtain high-quality fused image for current …

GTMFuse: Group-attention transformer-driven multiscale dense feature-enhanced network for infrared and visible image fusion

L Mei, X Hu, Z Ye, L Tang, Y Wang, D Li, Y Liu… - Knowledge-Based …, 2024 - Elsevier
Infrared and visible images captured by different devices can be seamlessly integrated into
a single composite image through the application of image fusion techniques. However …

From conventional approach to machine learning and deep learning approach: an experimental and comprehensive review of image fusion techniques

G Choudhary, D Sethi - Archives of Computational Methods in …, 2023 - Springer
Images captured from a single or multiple imaging sensors with considerable focus or
numerous exposures of the same or different modalities do not provide all relevant …

可见/近红外实时成像光谱仪控制系统设计

吴长坤, 张为, 郝亚喆 - 中国光学(中英文), 2022 - chineseoptics.net.cn
针对高光谱成像需求, 设计了一套可见/近红外实时成像光谱仪. 光谱仪基于声光可调谐滤波器(
Acousto-Optic Tunable Filter, AOTF) 分光器件进行设计, 光谱带宽为1.3 μm …

[Retracted] Study on the Fusion of Oil Painting Art and Digital Media Based on a Visual Sensor

N Gao, L Fu - Journal of Sensors, 2022 - Wiley Online Library
Digital media art is a new type of art with rich sensory experience. Nowadays, digitization is
flooding many areas of life. Under the sprint of a large amount of information, human beings …

Infrared and visible image fusion based on multi‐channel convolutional neural network

H Wang, W An, L Li, C Li, D Zhou - IET Image Processing, 2022 - Wiley Online Library
For the lack of labels in infrared and visible image fusion network, an infrared and visible
image fusion model based on multi‐channel unsupervised convolutional neural network …

Tone image classification and weighted learning for visible and NIR image fusion

CG Im, DM Son, HJ Kwon, SH Lee - Entropy, 2022 - mdpi.com
In this paper, to improve the slow processing speed of the rule-based visible and NIR (near-
infrared) image synthesis method, we present a fast image fusion method using DenseFuse …

Enhanced low-light image fusion through multi-stage processing with Bayesian analysis and quadratic contrast function

AM Sharma, R Vig, A Dogra, B Goyal, A Alkhayyat… - Scientific Reports, 2024 - nature.com
This manuscript introduces an innovative multi-stage image fusion framework that adeptly
integrates infrared (IR) and visible (VIS) spectrum images to surmount the difficulties posed …