Optimal CTU-Level Rate Control Model for HEVC Based on Deep Convolutional Features

This paper proposes an optimal rate control model based on deep neural network (DNN) features to improve the coding tree unit (CTU)-level rate control in high-efficiency video coding for conversational videos. The proposed algorithm extracts high-level features from the original and previously recon...

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Bibliographic Details
Main Authors: Ismail Marzuki, Jongseok Lee, Donggyu Sim
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9187617/