Multiobject Tracking in Videos Based on LSTM and Deep Reinforcement Learning.

Ming-Xin Jiang Chao Deng Zhi-geng Pan Lan-fang Wang Xing Sun

Published 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