Optimal Estimation via Nonanticipative Rate Distortion Function and Applications to Time-Varying Gauss-Markov Processes.
Photios A. StavrouThemistoklis CharalambousCharalambos D. CharalambousSergey LoykaPublished in: SIAM J. Control. Optim. (2018)
Keyphrases
- rate distortion
- markov processes
- bit rate
- video coding
- markov process
- markov chain
- macroblock
- rate control
- motion estimation
- bit budget
- coding efficiency
- computational complexity
- bit allocation
- bitstream
- stochastic processes
- dynamic programming
- random fields
- subband
- distributed video coding
- mode selection
- computer vision
- reinforcement learning
- video quality
- image coding
- parameter estimation
- higher order
- optimal solution
- rate control scheme