Multimodal medical image fusion based on joint bilateral filter and local gradient energy
X Li, F Zhou, H Tan, W Zhang, C Zhao - Information Sciences, 2021 - Elsevier
As a powerful assistance technique for biomedical diagnosis, multimodal medical image
fusion has emerged as a hot topic in recent years. Unfortunately, the trade-off among fusion …
fusion has emerged as a hot topic in recent years. Unfortunately, the trade-off among fusion …
A novel approach based on three-scale image decomposition and marine predators algorithm for multi-modal medical image fusion
PH Dinh - Biomedical Signal Processing and Control, 2021 - Elsevier
Multi-modal medical image fusion not only creates an image that preserves important
information from the input images but also significantly improves in quality. This work …
information from the input images but also significantly improves in quality. This work …
A review of multimodal medical image fusion techniques
B Huang, F Yang, M Yin, X Mo… - … mathematical methods in …, 2020 - Wiley Online Library
The medical image fusion is the process of coalescing multiple images from multiple
imaging modalities to obtain a fused image with a large amount of information for increasing …
imaging modalities to obtain a fused image with a large amount of information for increasing …
Multi-modality image fusion for medical assistive technology management based on hybrid domain filtering
Medical image fusion technique combines images from different imaging modalities to
enhance the reliability and accuracy of the medical diagnoses that play an increasingly …
enhance the reliability and accuracy of the medical diagnoses that play an increasingly …
Multimodal medical image fusion via laplacian pyramid and convolutional neural network reconstruction with local gradient energy strategy
J Fu, W Li, J Du, B Xiao - Computers in Biology and Medicine, 2020 - Elsevier
Background In recent years, numerous fusion algorithms have been proposed for
multimodal medical images. The Laplacian pyramid is one type of multiscale fusion method …
multimodal medical images. The Laplacian pyramid is one type of multiscale fusion method …
A novel approach for multimodal medical image fusion
Z Liu, H Yin, Y Chai, SX Yang - Expert systems with applications, 2014 - Elsevier
Fusion of multimodal medical images increases robustness and enhances accuracy in
biomedical research and clinical diagnosis. It attracts much attention over the past decade …
biomedical research and clinical diagnosis. It attracts much attention over the past decade …
Multimodal medical image fusion using empirical wavelet decomposition and local energy maxima
S Polinati, R Dhuli - Optik, 2020 - Elsevier
In the clinical environment, medical imaging plays a prominent role in assisting
radiologists/doctors. The information present in the images is crucial especially during the …
radiologists/doctors. The information present in the images is crucial especially during the …
Multi-modality medical image fusion based on separable dictionary learning and Gabor filtering
Q Hu, S Hu, F Zhang - Signal Processing: Image Communication, 2020 - Elsevier
Sparse representation (SR) has been widely used in image fusion in recent years. However,
source image, segmented into vectors, reduces correlation and structural information of …
source image, segmented into vectors, reduces correlation and structural information of …
[HTML][HTML] Multimodal medical image fusion algorithm in the era of big data
In image-based medical decision-making, different modalities of medical images of a given
organ of a patient are captured. Each of these images will represent a modality that will …
organ of a patient are captured. Each of these images will represent a modality that will …
Multi-modal medical image fusion based on equilibrium optimizer algorithm and local energy functions
PH Dinh - Applied Intelligence, 2021 - Springer
Multi-modal medical image fusion brings many benefits to clinical diagnosis and analysis
because it creates favorable conditions for diagnostic imaging practitioners to make a more …
because it creates favorable conditions for diagnostic imaging practitioners to make a more …