Infrared and visible image fusion technology and application: A review

W Ma, K Wang, J Li, SX Yang, J Li, L Song, Q Li - Sensors, 2023 - mdpi.com
The images acquired by a single visible light sensor are very susceptible to light conditions,
weather changes, and other factors, while the images acquired by a single infrared light …

Infrared and visible image fusion methods and applications: A survey

J Ma, Y Ma, C Li - Information fusion, 2019 - Elsevier
Infrared images can distinguish targets from their backgrounds based on the radiation
difference, which works well in all-weather and all-day/night conditions. By contrast, visible …

Research progress of infrared and visible image fusion technology

S Ying, H Chunhong, H Feng, L Jie, Z Mengjiao… - Infrared and Laser …, 2021 - irla.cn
Infrared and visible image fusion combines the infrared thermal radiation information and
visible detail information. The image fusion technique has facilitated development in …

DSG-fusion: Infrared and visible image fusion via generative adversarial networks and guided filter

X Yang, H Huo, J Li, C Li, Z Liu, X Chen - Expert Systems with Applications, 2022 - Elsevier
The goal of infrared and visible image fusion is to generate an informative image which
preserves texture details and infrared targets. Most generative adversarial network (GAN) …

Multi-level adaptive perception guidance based infrared and visible image fusion

M Xing, G Liu, H Tang, Y Qian, J Zhang - Optics and Lasers in Engineering, 2023 - Elsevier
The current constraint rules of end-to-end infrared and visible image fusion (IVIF) networks
based on deep learning solely focus on the pixel level, disregarding the consideration of …

Infrared and visible image fusion based on infrared background suppression

Y Yang, Z Ren, B Li, Y Lang, X Pan, R Li… - Optics and Lasers in …, 2023 - Elsevier
Because infrared images emphasize thermal targets while visible images provide a wealth
of textural information, fusing the two modal images improves the human perception of the …

Multimodal sensor medical image fusion based on nonsubsampled shearlet transform and S-PCNNs in HSV space

X Jin, G Chen, J Hou, Q Jiang, D Zhou, S Yao - Signal Processing, 2018 - Elsevier
Computational imaging plays an important role in medical treatment for providing more
comprehensive medical images. This work proposes a new scheme to fuse computed …

An attention-guided and wavelet-constrained generative adversarial network for infrared and visible image fusion

X Liu, R Wang, H Huo, X Yang, J Li - Infrared Physics & Technology, 2023 - Elsevier
The GAN-based infrared and visible image fusion methods have gained ever-increasing
attention due to its effectiveness and superiority. However, the existing methods adopt the …

Infrared and low-light visible image fusion based on hybrid multiscale decomposition and adaptive light adjustment

D Zou, B Yang - Optics and Lasers in Engineering, 2023 - Elsevier
Most traditional infrared and visible image fusion methods often ignore weak texture details,
especially for the low-light visible images in which the weak details are easily drowned due …

Infrared and visible image fusion based on iterative differential thermal information filter

Y Chen, L Cheng, H Wu, F Mo, Z Chen - Optics and Lasers in Engineering, 2022 - Elsevier
We propose an infrared and visible image fusion method based on an iterative differential
thermal information filter to generate a fusion image with the salient thermal targets of the …