Tracking your Detector Performance - How to Grow an Effective Training Set in Tracking-by-Detection Methods.
Liliana Lo PrestiMarco La CasciaPublished in: VISAPP (3) (2015)
Keyphrases
- training set
- challenging sequences
- real time
- crowded scenes
- preprocessing
- significant improvement
- face detection and tracking
- object tracking
- human detection
- particle filter
- nearest neighbor
- partial occlusion
- test images
- kalman filter
- detection algorithm
- tracking scheme
- feature space
- training data
- data sets
- detecting and tracking multiple
- target detection
- video surveillance
- visual tracking
- cross validation
- test set
- detection method
- training samples
- support vector machine
- classification accuracy
- machine learning