People counting based on head detection combining Adaboost and CNN in crowded surveillance environment.
Chenqiang GaoPei LiYajun ZhangJiang LiuLan WangPublished in: Neurocomputing (2016)
Keyphrases
- object detection
- real time
- face detection
- automatic detection
- cellular neural networks
- false positives
- convolutional neural network
- support vector
- multi class
- detection method
- crowded scenes
- dynamic environments
- surveillance system
- noisy environments
- detection accuracy
- neural network
- false alarms
- detection rate
- detection algorithm
- anomaly detection
- mobile robot
- training data
- decision trees
- computer vision
- event detection
- benchmark datasets
- video surveillance
- linear combination
- human detection
- complex background
- behavior analysis
- learning algorithm