Prequential Model Selection for Time Series Forecasting based on Saliency Maps.
Shivani TomarSeshu TirupathiDhaval Vinodbhai SalwalaIvana DusparicElizabeth DalyPublished in: Big Data (2022)
Keyphrases
- model selection
- saliency map
- visual attention
- cross validation
- visual saliency
- human visual system
- visual saliency detection
- input image
- hyperparameters
- natural images
- video frames
- salient regions
- selection criterion
- low level features
- mixture model
- machine learning
- visual features
- motion segmentation
- feature selection
- saliency model
- eye movements
- information criterion
- model selection criteria
- image processing
- vision system
- eye tracking
- marginal likelihood
- hypothesis testing