Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning.
Sakrapee PaisitkriangkraiChunhua ShenAnton van den HengelPublished in: CoRR (2014)
Keyphrases
- pedestrian detection
- ensemble learning
- human body
- histograms of oriented gradients
- benchmark datasets
- object detection
- ensemble methods
- weak learners
- generalization ability
- human detection
- feature vectors
- ensemble classifier
- feature extraction
- detection rate
- data sets
- neural network
- concept drift
- base classifiers
- pairwise
- false positives
- data mining
- machine learning
- machine learning algorithms
- image features
- prior knowledge
- artificial neural networks