HLIC: Harmonizing Optimization Metrics in Learned Image Compression by Reinforcement Learning.
Baocheng SunMeng GuDailan HeTongda XuYan WangHongwei QinPublished in: CoRR (2021)
Keyphrases
- image compression
- reinforcement learning
- vector quantization
- low bit rate
- optimization process
- subband
- wavelet transform
- optimization algorithm
- optimization method
- machine learning
- optimal policy
- state space
- global optimization
- reconstructed image
- reinforcement learning algorithms
- multi agent
- compressed images
- optimization problems
- multiresolution
- combinatorial optimization
- compression algorithm
- compression scheme
- computational complexity
- model free
- lossless compression
- robotic control