A Stochastic Rate-Distortion Approach to Supervised Learning Systems.
Ahmed ElshafiyMahmoud NamaziKenneth RosePublished in: ISIT (2023)
Keyphrases
- learning systems
- rate distortion
- bit rate
- video coding
- motion estimation
- rate control
- macroblock
- machine learning
- learning process
- video codec
- supervised learning
- coding efficiency
- bit allocation
- learning environment
- rate constrained
- semi supervised
- computational complexity
- learning styles
- bit plane
- image quality
- distributed video coding
- rate allocation
- adaptive quantization
- visual quality
- learning algorithm
- rate distortion theory
- image coder
- scalable video coding
- entropy constrained
- motion vectors
- subband
- feature selection
- transform domain
- inter frame
- motion compensation
- low bit rate
- coding method
- image data
- reinforcement learning
- rate control scheme
- wavelet coding
- metadata
- lattice vector quantization
- computer vision