A block-level RL rate controller for x264 improves car detection and saliency-focused compression by about 25% in BD-rate at matched bit rates, without requiring the task model at inference.
Hierarchical reinforcement learn- ing based video semantic coding for segmentation
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RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression
A block-level RL rate controller for x264 improves car detection and saliency-focused compression by about 25% in BD-rate at matched bit rates, without requiring the task model at inference.