Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning.
Sakrapee PaisitkriangkraiChunhua ShenAnton van den HengelPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2016)
Keyphrases
- pedestrian detection
- ensemble learning
- human body
- histograms of oriented gradients
- benchmark datasets
- human detection
- object detection
- ensemble methods
- feature space
- feature extraction
- feature vectors
- ensemble classifier
- generalization ability
- false positives
- weak learners
- base classifiers
- detection rate
- multi class
- prior knowledge
- training data
- classification accuracy