A multi-stage pedestrian detection using monolithic classifiers.
Giovanni GualdiAndrea PratiRita CucchiaraPublished in: AVSS (2011)
Keyphrases
- multistage
- pedestrian detection
- cascade classifier
- human body
- object detection
- human detection
- stochastic programming
- production system
- single stage
- dynamic programming
- benchmark datasets
- training data
- crowded scenes
- detection rate
- lot sizing
- histograms of oriented gradients
- stochastic optimization
- decision trees
- feature selection
- pedestrian tracking
- face detection
- adaboost classifier
- attack detection
- training examples
- assembly systems
- video sequences
- support vector
- optimal policy
- data mining
- training samples
- feature set
- state space
- three dimensional
- learning algorithm
- machine learning