Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets Via Generative Models.
Yasin YilmazMehmet AktukmakAlfred O. Hero IIIPublished in: IEEE Trans. Signal Process. (2021)
Keyphrases
- data fusion
- generative model
- high dimensional
- sparse coding
- information fusion
- multi source
- multi sensor
- probabilistic model
- discriminative learning
- fusion algorithm
- hierarchical hidden markov models
- discriminative models
- multi sensor data fusion
- conditional random fields
- em algorithm
- posterior probability
- prior knowledge
- dimensionality reduction
- multiple sensors
- data sets
- object categories
- expectation maximization
- generative and discriminative models
- semi supervised learning
- image fusion
- high dimensional data
- fusion method
- semi supervised
- feature extraction
- feature space
- low dimensional
- maximum likelihood