Multistep ahead prediction for real-time VBR video traffic using deterministic echo state network.
Xiao-chuan SunHongyan CuiRen Ping LiuJianya ChenYunjie LiuPublished in: CCIS (2012)
Keyphrases
- real time
- echo state networks
- video streams
- prediction accuracy
- real time video
- high definition
- video processing
- video data
- video images
- variable bit rate
- surveillance videos
- face detection and tracking
- real time traffic
- recurrent neural networks
- machine learning
- video analysis
- network traffic
- digital video
- video frames
- live video
- video content
- compressed video
- video surveillance
- traffic monitoring
- traffic information
- streaming video
- video sequences
- multimedia
- key frames
- rate control algorithm
- video clips
- control system