Reusing the H.264/AVC deblocking filter for efficient spatio-temporal prediction in video coding

07/04/2022
by   Jurgen Seiler, et al.
0

The prediction step is a very important part of hybrid video codecs for effectively compressing video sequences. While existing video codecs predict either in temporal or in spatial direction only, the compression efficiency can be increased by a combined spatio-temporal prediction. In this paper we propose an algorithm for reusing the H.264/AVC deblocking filter for spatio-temporal prediction. Reusing this highly op timized filter allows for a very low computational complexity of this prediction mode and an average rate reduction of up to 7.2

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/17/2019

Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks

Due to the dynamic nature, chaotic time series are difficult predict. In...
research
03/08/2023

Scene Matters: Model-based Deep Video Compression

Video compression has always been a popular research area, where many tr...
research
08/09/2023

Hierarchical Representations for Spatio-Temporal Visual Attention Modeling and Understanding

This PhD. Thesis concerns the study and development of hierarchical repr...
research
05/19/2023

PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction

In this paper, we investigate the challenge of spatio-temporal video pre...
research
06/25/2020

Combining Ensemble Kalman Filter and Reservoir Computing to predict spatio-temporal chaotic systems from imperfect observations and models

Prediction of spatio-temporal chaotic systems is important in various fi...
research
02/01/2019

Public decision support for low population density areas: An imbalance-aware hyper-ensemble for spatio-temporal crime prediction

Crime events are known to reveal spatio-temporal patterns, which can be ...
research
08/01/2023

Cooperative Positioning for Sparsely Distributed High-Mobility Wireless Networks with EKF Based Spatio-Temporal Data Fusion

We propose a distributed cooperative positioning algorithm using the ext...

Please sign up or login with your details

Forgot password? Click here to reset