Multimodal Vigilance Estimation With Modality-Pairwise Contrastive Loss.
Meihong ZhangZhiguo LuoLiang XieTiejun LiuYe YanDezhong YaoShaokai ZhaoErwei YinPublished in: IEEE Trans. Biomed. Eng. (2024)
Keyphrases
- pairwise
- multi modal
- medical images
- similarity measure
- multi class
- markov random field
- loss function
- parameter estimation
- pairwise interactions
- single modality
- estimation process
- semi supervised
- multimedia
- genetic algorithm
- mutual information
- support vector
- graphical models
- image sequences
- feature selection
- point sets
- estimation error
- estimation algorithm
- parametric models
- maximum likelihood estimation
- statistical significance
- data sets
- real time