HEVC Intra Frame Coding Based on Convolutional Neural Network

The HEVC standard offers high performance with a lower bitrate for intra frame coding, but still requires many bits. An alternative intra frame coding framework based on convolutional neural network (CNN) is proposed in this paper. Two CNN models, simplified CNN (S-CNN) and complicated CNN (C-CNN),...

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Bibliographic Details
Main Authors: Chia-Hung Yeh, Zheng-Teng Zhang, Mei-Juan Chen, Chih-Yang Lin
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
CNN
Online Access:https://ieeexplore.ieee.org/document/8447192/