Multi-modal Medical Neurological Image Fusion using Wavelet Pooled Edge Preserving Autoencoder

no code implementations • 18 Oct 2023 • Manisha Das, Deep Gupta, Petia Radeva, Ashwini M Bakde

In the proposed model, feature extraction is improved by using wavelet decomposition-based attention pooling of feature maps.

feature selection

A New Multimodal Medical Image Fusion based on Laplacian Autoencoder with Channel Attention

no code implementations • 18 Oct 2023 • Payal Wankhede, Manisha Das, Deep Gupta, Petia Radeva, Ashwini M Bakde

Medical image fusion combines the complementary information of multimodal medical images to assist medical professionals in the clinical diagnosis of patients' disorders and provide guidance during preoperative and intra-operative procedures.