STD-PD: Generating Synthetic Training Data for Pedestrian Detection in Unannotated Videos.
Ernest CheungTsan Kwong WongAniket BeraDinesh ManochaPublished in: CoRR (2017)
Keyphrases
- pedestrian detection
- training data
- human body
- object detection
- human detection
- benchmark datasets
- video sequences
- training set
- video frames
- detection rate
- pedestrian tracking
- histograms of oriented gradients
- learning algorithm
- support vector machine
- data sets
- occlusion handling
- crowded scenes
- cascade classifier
- video surveillance
- video data
- decision trees
- training examples
- training samples
- spatio temporal
- three dimensional