Deepstream: Video streaming enhancements using compressed deep neural networks

H Amirpour, M Ghanbari… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
InIn HTTP Adaptive Streaming (HAS), each video is divided into smaller segments, and each
segment is encoded at multiple pre-defined bitrates to construct a bitrate ladder. To optimize …

Deep reinforced bitrate ladders for adaptive video streaming

T Huang, RX Zhang, L Sun - Proceedings of the 31st ACM Workshop on …, 2021 - dl.acm.org
In the typical transcoding pipeline for adaptive video streaming, raw videos are pre-chunked
and pre-encoded according to a set of resolution-bitrate or resolution-quality pairs on the …

Avqbits—adaptive video quality model based on bitstream information for various video applications

RRR Rao, S Göring, A Raake - IEEE Access, 2022 - ieeexplore.ieee.org
The paper presents, a versatile, bitstream-based video quality model. It can be applied in
several contexts such as video service monitoring, evaluation of video encoding quality, of …

A subjective dataset for multi-screen video streaming applications

N Barman, Y Reznik, MG Martini - 2023 15th International …, 2023 - ieeexplore.ieee.org
In modern-era video streaming systems, videos are streamed and displayed on a wide
range of devices. Such devices vary from large-screen UHD and HDTVs to medium-screen …

An End-to-End Pipeline Perspective on Video Streaming in Best-Effort Networks: A Survey and Tutorial

L Peroni, S Gorinsky - arxiv preprint arxiv:2403.05192, 2024 - arxiv.org
Video streaming continues to captivate attention of users and service providers, dominate in
Internet traffic, and form a vibrant research field. Taking a pragmatic approach to reviewing …

Average Performance of Adaptive Streaming

YA Reznik - 2021 Data Compression Conference (DCC), 2021 - ieeexplore.ieee.org
This paper analyzes the average behavior of video streaming systems with adaptation to
network bandwidth and player sizes. The main results are formulae for average system …

Transitioning broadcast to cloud

Y Reznik, J Cenzano, B Zhang - Applied Sciences, 2021 - mdpi.com
We analyze the differences between on-premise broadcast and cloud-based online video
delivery workflows and identify technologies needed for bridging the gaps between them …

Perceptually optimized ABR ladder generation for Web streaming

YA Reznik, KO Lillevold, R Vanam - Electronic Imaging, 2021 - library.imaging.org
We discuss the problem of the design of encoding profiles for web streaming. In this
application, the video is normally embedded in a web page, and based on user preferences …

Towards Understanding of the Behavior of Web Streaming

YA Reznik, KO Lillevold… - 2021 Picture Coding …, 2021 - ieeexplore.ieee.org
We study the behavior of a modern-era adaptive streaming system delivering videos
embedded in web-pages. In such an application, the size of videos rendered on the screen …

Towards efficient multi-codec streaming

Y Reznik, K Lillevold, A Jagannath… - SMPTE 2022 Media …, 2022 - ieeexplore.ieee.org
One of the biggest challenges in modern-era streaming is the fragmentation of codec
support across receiving devices. For example, modern Apple devices can decode and …