Multimodal and multicontrast image fusion via deep generative models.
Giovanna Maria DimitriSimeon SpasovAndrea DuggentoLuca PassamontiPietro LióNicola ToschiPublished in: Inf. Fusion (2022)
Keyphrases
- image fusion
- generative model
- remote sensing
- multiresolution
- image fusion algorithm
- probabilistic model
- multiscale
- image registration
- deep belief networks
- conditional random fields
- image processing
- data fusion
- prior knowledge
- fusion method
- semi supervised
- em algorithm
- discriminative learning
- fused image
- source images
- sparse coding
- object categories
- discriminative models
- generative and discriminative models
- deep learning
- hierarchical hidden markov models
- image segmentation
- information retrieval
- similarity measure
- visual features