Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features.
Ali FalahatiMohammad Karim SafaviArdavan ElahiFarhad PakdamanMoncef GabboujPublished in: CoRR (2024)
Keyphrases
- transfer learning
- bit rate
- learning tasks
- video coding
- knowledge transfer
- inter frame
- semi supervised learning
- transfer knowledge
- labeled data
- bitstream
- reinforcement learning
- cross domain
- video quality
- motion vectors
- image quality
- machine learning
- rate distortion
- domain adaptation
- scalable video coding
- machine learning algorithms
- text categorization
- graphical models
- active learning
- rate adaptation
- multiview video coding
- unlabeled data
- prior knowledge