A new approach to medical image fusion based on the improved Extended difference-of-Gaussians combined with the Coati optimization algorithm
The synthesis of medical images plays a pivotal role in image-based disease diagnosis. In
recent years, numerous medical image synthesis methods have been proposed …
recent years, numerous medical image synthesis methods have been proposed …
Advancing multimodal medical image fusion: an adaptive image decomposition approach based on multilevel Guided filtering
S Moghtaderi, M Einlou… - Royal Society Open …, 2024 - royalsocietypublishing.org
With the rapid development of medical imaging methods, multimodal medical image fusion
techniques have caught the interest of researchers. The aim is to preserve information from …
techniques have caught the interest of researchers. The aim is to preserve information from …
Hybridized soccer league-grey wolf Optimization algorithm and siamese network synergism based multimodal fusion scheme for prognosis of brain diseases
S Mukherjee, S Banerjee, SS Chaudhuri - Multimedia Tools and …, 2024 - Springer
This study proposes a novel multi-stage multimodal image fusion approach for consolidating
information from images into single scene by leveraging the efficiencies of newly designed …
information from images into single scene by leveraging the efficiencies of newly designed …
FusionDiff: A unified image fusion network based on diffusion probabilistic models
Z Huang, S Yang, J Wu, L Zhu, J Liu - Computer Vision and Image …, 2024 - Elsevier
This paper introduces FusionDiff, a novel unified end-to-end image fusion network based on
diffusion probabilistic models. The proposed method addresses the data dependency issue …
diffusion probabilistic models. The proposed method addresses the data dependency issue …
Multi-modal remote sensing image fusion method guided by local extremum maps-guided image filter
M Sun, X Zhu, Y Niu, Y Li - Signal, Image and Video Processing, 2024 - Springer
This paper proposes a multi-modal fusion algorithm for image filtering based on the
guidance of local extrema maps. The image is subjected to a smoothing process using a …
guidance of local extrema maps. The image is subjected to a smoothing process using a …