Multiobject Tracking in Videos Based on LSTM and Deep Reinforcement Learning.
Ming-Xin JiangChao DengZhi-geng PanLan-fang WangXing SunPublished in: Complex. (2018)
Keyphrases
- reinforcement learning
- moving camera
- video surveillance
- video frames
- particle filter
- video dataset
- real time
- video sequences
- visual tracking
- video images
- traffic scenes
- successive frames
- dynamic programming
- function approximation
- motion cues
- video database
- multi agent
- appearance model
- object tracking
- learning process
- moving vehicles
- video scene
- recognition of human actions
- input video
- model free
- surveillance videos
- motion detection
- video content
- state space
- image sequences
- moving target
- event recognition
- optimal control
- dynamic scenes
- video data
- foreground background segmentation
- hand detection
- neural network