[HTML][HTML] CT and MRI image fusion via coupled feature-learning GAN

Q Mao, W Zhai, X Lei, Z Wang, Y Liang - Electronics, 2024 - mdpi.com
The fusion of multimodal medical images, particularly CT and MRI, is driven by the need to
enhance the diagnostic process by providing clinicians with a single, comprehensive image …

SFINet: A semantic feature interactive learning network for full-time infrared and visible image fusion

W Song, Q Li, M Gao, A Chehri, G Jeon - Expert Systems with Applications, 2025 - Elsevier
Infrared and visible image fusion aims to combine data from various source images to
generate a high-quality image. Nevertheless, numerous fusion methods often prioritize …

CLIP-Based Natural Language-Guided Low-Redundancy Fusion of Infrared and Visible Images

J Zhang, K He, D Xu, H Shi - IEEE Transactions on Consumer …, 2025 - ieeexplore.ieee.org
The objective of infrared and visible image fusion is to produce a fused image that
encompasses significant objects and intricate textures. However, existing methods …

PS-GAN: Pseudo Supervised Generative Adversarial Network With Single Scale Retinex Embedding for Infrared and Visible Image Fusion

J Qi, DE Abera, J Cheng - IEEE Journal of Selected Topics in …, 2024 - ieeexplore.ieee.org
Currently, ground truth fusion image, fused image contrast, and naturalness are rarely
considered in existing infrared (IR) and visible (VIS) image fusion (IVF) methods. In this …

Cross-Modality Interaction Network for Medical Image Fusion

W Song, X Zeng, AM Abdelmoniem… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Multi-modal medical image fusion maximizes the complementary information from diverse
modality images by integrating source images. The fused medical image could offer …

Enhancing Low-Light Vision through Infrared and Visible Image Fusion*

S Sharma, S Rani, A Sharma… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
Conventional imaging technologies could find it challenging to offer exact and detailed
information under lowlight conditions. This could limit numerous uses depending on clear …