Intense: In-depth studies on stall events and quality switches and their impact on the quality of experience in http adaptive streaming

B Taraghi, M Nguyen, H Amirpour, C Timmerer - IEEE Access, 2021 - ieeexplore.ieee.org
With the recent growth of multimedia traffic over the Internet and emerging multimedia
streaming service providers, improving Quality of Experience (QoE) for HTTP Adaptive …

Quality of Experience in Video Streaming: Status Quo, Pitfalls, and Guidelines

L Peroni, S Gorinsky - 2024 16th International Conference on …, 2024 - ieeexplore.ieee.org
Quality of experience (QoE) becomes both the holy grail and a free-for-all in adaptive bitrate
(ABR) video streaming. On the one hand, the design, operation, and evaluation of ABR …

Xgc-vqa: A unified video quality assessment model for user, professionally, and occupationally-generated content

X Huang, C Li, A Bentaleb… - … on Multimedia and …, 2023 - ieeexplore.ieee.org
With the rapid growth of Internet video data amounts and types, a unified Video Quality
Assessment (VQA) is needed to inspire video communication with perceptual quality. To …

Integrating Visual and Network Data with Deep Learning for Streaming Video Quality Assessment

G Margetis, G Tsagkatakis, S Stamou, C Stephanidis - Sensors, 2023 - mdpi.com
Existing video Quality-of-Experience (QoE) metrics rely on the decoded video for the
estimation. In this work, we explore how the overall viewer experience, quantified via the …

Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective

DVC da Silva, AAA Rocha, PB Velloso - Sensors, 2021 - mdpi.com
Video streaming on the Internet is constantly changing and growing. New devices and new
video delivery mechanisms generate huge gaps in the understanding of how video …

[PDF][PDF] Machine learning based classifiers for QoE prediction framework in video streaming over 5G wireless networks

KB Ajeyprasaath, P Vetrivelan - Comput. Mater. Contin., 2023 - cdn.techscience.cn
Recently, the combination of video services and 5G networks have been gaining attention in
the wireless communication realm. With the brisk advancement in 5G network usage and the …

Premium quality or guaranteed fluidity? Client-transparent DASH-aware bandwidth allocation at the radio access network

S Colonnese, F Conti, G Scarano… - Journal of …, 2022 - ieeexplore.ieee.org
In this paper we propose a novel client-transparent Dynamic Adaptive Streaming over HTTP
(DASH)-aware bandwidth allocation strategy. The approach, while being application layer …

[HTML][HTML] A quality of experience model for live video in first-person-view drone control in cellular networks

N González, M Solera, F Ruiz, C Gijón, M Toril - Computer Networks, 2023 - Elsevier
Several upcoming 5G and 6G services will rely on unmanned aerial vehicles (UAV) sending
live information to remote terminals. Thus, understanding the traffic flows that might influence …

On the identification and prediction of stalling events to improve qoe in video streaming

JM Martinez-Caro, MD Cano - Electronics, 2021 - mdpi.com
Monitoring the Quality of user Experience is a challenge for video streaming services.
Models for Quality of User Experience (QoE) evaluation such as the ITU-T Rec. P. 1203 are …

Inference Analysis of Video Quality of Experience in Relation with Face Emotion, Video Advertisement, and ITU-T P. 1203

T Selma, MM Masud, A Bentaleb, S Harous - Technologies, 2024 - mdpi.com
This study introduces an FER-based machine learning framework for real-time QoE
assessment in video streaming. This study's aim is to address the challenges posed by end …