BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications.
Tailai SongGianluca PernaPaolo GarzaMichela MeoMaurizio Matteo MunafòPublished in: CCNC (2024)
Keyphrases
- bit rate
- real time
- neural network
- prediction error
- scalable video coding
- compression efficiency
- inter frame
- rate distortion
- video coding
- fault diagnosis
- video quality
- motion vectors
- visual quality
- mode decision
- bitstream
- rate distortion optimization
- coding efficiency
- multiview video coding
- single layer
- rate control
- image quality
- low complexity
- macroblock
- inter view
- coding method
- rate adaptation
- rate control algorithm
- video frames
- motion estimation
- video coder
- control system
- computational complexity
- intra prediction
- intra frame
- vision system
- high speed
- multi layer