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