scholarly journals Quality estimation models for gaming video streaming services using perceptual video quality dimensions

2020 ◽  
Author(s):  
Saman Zadtootaghaj ◽  
Steven Schmidt ◽  
Saeed Shafiee Sabet ◽  
Sebastian Möller ◽  
Carsten Griwodz
Keyword(s):  
Video Streaming ◽  
Video Quality ◽  
Quality Estimation ◽  
Perceptual Video Quality ◽  
Streaming Services ◽  
Quality Dimensions ◽  
Estimation Models

scholarly journals DEMI: Deep Video Quality Estimation Model using Perceptual Video Quality Dimensions

2020 ◽  
Author(s):  
Saman Zadtootaghaj ◽  
Nabajeet Barman ◽  
Rakesh Rao Ramachandra Rao ◽  
Steve Goring ◽  
Maria G. Martini ◽  
...  
Keyword(s):  
Video Quality ◽  
Estimation Model ◽  
Quality Estimation ◽  
Perceptual Video Quality ◽  
Quality Dimensions

scholarly journals Personalized Online Live Video Streaming Using Softmax-Based Multinomial Classification

2019 ◽  
Vol 9 (11) ◽  
pp. 2297
Author(s):  
Kyeongseon Kim ◽  
Dohyun Kwon ◽  
Joongheon Kim ◽  
Aziz Mohaisen
Keyword(s):  
Video Streaming ◽  
Waiting Time ◽  
Quality Of Experience ◽  
Video Quality ◽  
Live Video ◽  
Streaming Services ◽  
Online Streaming ◽  
Over The Top ◽  
User Content

As the demand for over-the-top and online streaming services exponentially increases, many techniques for Quality of Experience (QoE) provisioning have been studied. Users can take actions (e.g., skipping) while streaming a video. Therefore, we should consider the viewing pattern of users rather than the network condition or video quality. In this context, we propose a proactive content-loading algorithm for improving per-user personalized preferences using multinomial softmax classification. Based on experimental results, the proposed algorithm has a personalized per-user content waiting time that is significantly lower than that of competing algorithms.

Video Quality Estimation for Mobile H.264/AVC Video Streaming

2008 ◽  
Vol 3 (1) ◽  
Author(s):  
Michal Ries ◽  
Olivia Nemethova ◽  
Markus Rupp
Keyword(s):  
Video Streaming ◽  
Video Quality ◽  
Quality Estimation
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