Multimodal Boosting: Addressing Noisy Modalities and Identifying Modality Contribution.
Sijie MaiYa SunAolin XiongYing ZengHaifeng HuPublished in: IEEE Trans. Multim. (2024)
Keyphrases
- multiple modalities
- multi modal
- single modality
- imaging modalities
- cross modal
- multi modality
- multimedia
- medical images
- multimodal fusion
- multimedia data
- diffusion tensor images
- noisy data
- multimodal data
- computer vision
- base classifiers
- low level features
- feature selection
- learning algorithm
- audio visual
- noise free
- ensemble methods
- weak classifiers
- ensemble learning
- incomplete data
- database
- cost sensitive
- missing data
- loss function
- genetic algorithm
- machine learning