Model-Free Video Detection and Tracking of Pedestrians and Bicyclists.
Yegor MalinovskiyJianyang ZhengYinhai WangPublished in: Comput. Aided Civ. Infrastructure Eng. (2009)
Keyphrases
- model free
- crowded scenes
- face detection and tracking
- object detection and tracking
- object detection
- person detection
- human detection
- reinforcement learning
- surveillance scenarios
- pedestrian detection
- video images
- video surveillance
- space time
- pedestrian tracking
- face detection
- multi target tracking
- surveillance videos
- reinforcement learning algorithms
- function approximation
- object tracking
- video scene
- partial occlusion
- real time
- video recordings
- detecting objects
- video sequences
- motion patterns
- temporal difference
- appearance model
- video data
- detection algorithm
- policy iteration
- detection rate
- event detection
- machine learning
- video analysis
- policy evaluation
- video frames
- monte carlo
- learning algorithm