Spatial and Temporal Cross-Validation Approach for Misbehavior Detection in C-ITS.
Mohammed Lamine BouchouiaJean-Philippe MonteuuisOns JelassiHouda LabiodWafa Ben JaballahJonathan PetitPublished in: RCIS (2021)
Keyphrases
- cross validation
- spatial and temporal
- model selection
- crowded scenes
- spatio temporal
- space time
- variable selection
- hyperparameters
- cross validated
- support vector
- training set
- temporal segmentation
- generalization error
- temporal domain
- video frames
- object detection
- error estimates
- temporal dimension
- unseen data
- nearest neighbor classifiers
- spatial temporal
- regularization parameter
- temporal dependencies
- spatial context
- ls svm
- spatial and temporal information
- learning algorithm
- motion patterns
- information criterion
- prior knowledge
- image sequences