12 citations · 26 across the 5 of their papers we have counts for
6 papers
Advances In Video Compression System Using Deep Neural Network: A Review And Case Studies
Dandan Ding, Zhan Ma, Di Chen +3
Significant advances in video compression system have been made in the past several decades to satisfy the nearly exponential growth of Internet-scale video traffic. From the appli…
Convolutional Neural Networks Based Texture Modeling For AV1
Di Chen, Chichen Fu, Zoe Liu +1
Modern video codecs including the newly developed AOMedia Video 1 (AV1) utilize hybrid coding techniques to remove spatial and temporal redundancy. However, efficient exploitation…
AV1 Video Coding Using Texture Analysis With Convolutional Neural Networks
Di Chen, Chichen Fu, Fengqing Zhu
Modern video codecs including the newly developed AOM/AV1 utilize hybrid coding techniques to remove spatial and temporal redundancy. However, efficient exploitation of statistical…
Multi-Reference Video Coding Using Stillness Detection
Di Chen, Zoe Liu, Yaowu Xu +2
Encoders of AOM/AV1 codec consider an input video sequence as succession of frames grouped in Golden-Frame (GF) groups. The coding structure of a GF group is fixed with a given GF…
Texture Segmentation Based Video Compression Using Convolutional Neural Networks
Chichen Fu, Di Chen, Edward J. Delp +2
There has been a growing interest in using different approaches to improve the coding efficiency of modern video codec in recent years as demand for web-based video consumption inc…
BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition
Guangxi Li, Jinmian Ye, Haiqin Yang +3
Recently, deep neural networks (DNNs) have been regarded as the state-of-the-art classification methods in a wide range of applications, especially in image classification. Despite…