Performance of AV1 Real-Time Mode

09/29/2020
by   Ludovic Roux, et al.
0

With COVID-19, the interest for digital interactions has raised, putting in turn real-time (or low-latency) codecs into a new light. Most of the codec research has been traditionally focusing on coding efficiency, while very little literature exist on real-time codecs. It is shown how the speed at which content is made available impacts both latency and throughput. The authors introduce a new test set up, integrating a paced reader, which allows to run codec in the same condition as real-time media capture. Quality measurements using VMAF, as well as multiple speed measurements are made on encoding of HD and full HD video sequences, both at 25 fps and 50 fps to compare the respective performances of several implementations of the H.264, H.265, VP8, VP9 and AV1 codecs.

READ FULL TEXT
research
02/17/2023

Low Latency Video Denoising for Online Conferencing Using CNN Architectures

In this paper, we propose a pipeline for real-time video denoising with ...
research
01/17/2023

Real-time, low latency virtual DBA hypervisor for SLA-compliant multi-service operations over shared Passive Optical Networks

We present a heuristic algorithm for a PON upstream scheduling hyperviso...
research
10/28/2022

ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy

This paper analyzes the effects of dynamically varying video contents an...
research
11/03/2019

Fresher Content or Smoother Playback? A Brownian-Approximation Framework for Scheduling Real-Time Wireless Video Streams

This paper presents a Brownian-approximation framework to optimize the q...
research
07/27/2023

Turning Whisper into Real-Time Transcription System

Whisper is one of the recent state-of-the-art multilingual speech recogn...
research
08/03/2022

Exploration with Model Uncertainty at Extreme Scale in Real-Time Bidding

In this work, we present a scalable and efficient system for exploring t...
research
12/15/2021

Fusing Low-Latency Data Feeds with Death Data to Accurately Nowcast COVID-19 Related Deaths

The emergence of the novel coronavirus (COVID-19) has generated a need t...

Please sign up or login with your details

Forgot password? Click here to reset