VMAF-based bitrate ladder estimation for adaptive streaming

AV Katsenou, F Zhang, K Swanson… - 2021 Picture Coding …, 2021 - ieeexplore.ieee.org
In HTTP Adaptive Streaming, video content is conventionally encoded by adapting its spatial
resolution and quantization level to best match the prevailing network state and display …

EMES: Efficient Multi-Encoding Schemes for HEVC-Based Adaptive Bitrate Streaming

VV Menon, H Amirpour, M Ghanbari… - ACM Transactions on …, 2023 - dl.acm.org
In HTTP Adaptive Streaming (HAS), videos are encoded at multiple bitrates and spatial
resolutions (ie, representations) to adapt to the heterogeneity of network conditions, device …

FAUST: fast per-scene encoding using entropy-based scene detection and machine learning

A Zabrovskiy, P Agrawal, C Timmerer… - 2021 30th conference …, 2021 - ieeexplore.ieee.org
HTTP adaptive video streaming is a widespread and sought-after technology on the Internet
that allows clients to dynamically switch between different stream qualities presented in the …

Bitrate ladder construction using visual information fidelity

KS Durbha, H Tmar, C Stejerean… - 2024 Picture Coding …, 2024 - ieeexplore.ieee.org
Recently proposed perceptually optimized per-title video encoding methods provide better
BD-rate savings than fixed bitrate-ladder approaches that have been employed in the past …

[PDF][PDF] Efficient per-shot convex hull prediction by recurrent learning

S Paul, A Norkin - arxivorg, 2022 - par.nsf.gov
Adaptive video streaming relies on the construction of efficient bitrate ladders to deliver the
best possible visual quality to viewers under bandwidth constraints. The traditional method …

Ensemble learning for efficient vvc bitrate ladder prediction

F Nasiri, W Hamidouche, L Morin… - 2022 10th European …, 2022 - ieeexplore.ieee.org
Changing the encoding parameters, in particular the video resolution, is a common practice
before transcoding. To this end, streaming and broadcast platforms benefit from so-called …

Content adaptive downsampling for low bitrate video coding

S Qin, C Yang, P An - Multimedia Tools and Applications, 2024 - Springer
Video compression plays an essential role in many multimedia applications, and
compression efficiency is highly related to video content. In this paper, based on video …

Convex Hull Prediction for Adaptive Video Streaming by Recurrent Learning

S Paul, A Norkin, AC Bovik - IEEE Transactions on Image …, 2024 - ieeexplore.ieee.org
Adaptive video streaming relies on the construction of efficient bitrate ladders to deliver the
best possible visual quality to viewers under bandwidth constraints. The traditional method …

Comparison of HDR quality metrics in Per-Clip Lagrangian multiplier optimisation with AV1

F Pitié, A Katsenou, Y Su, B Adsumilli… - … on Multimedia and …, 2023 - ieeexplore.ieee.org
The complexity of modern codecs along with the increased need of delivering high-quality
videos at low bitrates has reinforced the idea of a per-clip tailoring of parameters for …

DeepVCA: Deep Video Complexity Analyzer

H Amirpour, K Schoeffmann… - … on Circuits and …, 2024 - ieeexplore.ieee.org
Video streaming and its applications are growing rapidly, making video optimization a
primary target for content providers looking to enhance their services. Enhancing the quality …