Scene-specific pedestrian detection based on transfer learning and saliency detection for video surveillance.
Weiwei XingPingping BaiShunli ZhangPeng BaoPublished in: Autom. Control. Comput. Sci. (2017)
Keyphrases
- pedestrian detector
- video surveillance
- pedestrian detection
- transfer learning
- pedestrian tracking
- human body
- object detection
- moving objects
- human detection
- background subtraction
- surveillance system
- benchmark datasets
- computer vision
- surveillance videos
- pre trained
- labeled data
- object tracking
- detection rate
- event detection
- machine learning
- reinforcement learning
- active learning
- image classification
- video sequences
- feature selection
- learning algorithm