2 papers
cs.CV2022
Quality-Constant Per-Shot Encoding by Two-Pass Learning-based Rate Factor Prediction
Chunlei Cai, Yi Wang, Xiaobo Li +1
Providing quality-constant streams can simultaneously guarantee user experience and prevent wasting bit-rate. In this paper, we propose a novel deep learning based two-pass encoder…
cs.CV2021
A Dual-Critic Reinforcement Learning Framework for Frame-level Bit Allocation in HEVC/H.265
Yung-Han Ho, Guo-Lun Jin, Yun Liang +2
This paper introduces a dual-critic reinforcement learning (RL) framework to address the problem of frame-level bit allocation in HEVC/H.265. The objective is to minimize the disto…