Analysis of video quality datasets via design of minimalistic video quality models

W Sun, W Wen, X Min, L Lan, G Zhai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Blind video quality assessment (BVQA) plays an indispensable role in monitoring and
improving the end-users' viewing experience in various real-world video-enabled media …

Quality assessment of higher resolution images and videos with remote testing

S Göring, RRR Rao, A Raake - Quality and User Experience, 2023 - Springer
In many research fields, human-annotated data plays an important role as it is used to
accomplish a multitude of tasks. One such example is in the field of multimedia quality …

AVT-VQDB-UHD-2-HDR: An open 8K HDR source dataset for video quality research

D Keller, T Goebel, V Siebenkees… - … on Quality of …, 2024 - ieeexplore.ieee.org
More and more screens with ultra high resolution and High Dynamic Range (HDR) are
available on the market. Furthermore, video streaming providers like YouTube already offer …

Quitting ratio-based bitrate ladder selection mechanism for adaptive bitrate video streaming

P Lebreton, K Yamagishi - IEEE Transactions on Multimedia, 2023 - ieeexplore.ieee.org
To improve users' experience and decrease their likelihood of quitting watching videos, this
paper addresses the question of how to encode the videos used in adaptive bitrate (ABR) …

DashReStreamer: Framework for Creation of Impaired Video Clips under Realistic Network Conditions

K Hodžić, M Cosovic, S Mrdovic, JJ Quinlan… - ACM Transactions on …, 2024 - dl.acm.org
The continuous rise of multimedia entertainment has led to an increased demand for
delivering outstanding user experience of multimedia content. However, modeling user …

Device-based Cellular Throughput Prediction for Video Streaming: Lessons from a Real-World Evaluation

D Raca, AH Zahran, CJ Sreenan… - … Machine Learning in …, 2024 - ieeexplore.ieee.org
AI-driven data analysis methods have garnered attention in enhancing the performance of
wireless networks. One such application is the prediction of downlink throughput in mobile …

Light-weight video encoding complexity prediction using spatio temporal features

H Amirpour, PT Rajendran, VV Menon… - 2022 IEEE 24th …, 2022 - ieeexplore.ieee.org
The increasing demand for high-quality and low-cost video streaming services calls for the
prediction of video encoding complexity. The prior prediction of video encoding complexity …

[HTML][HTML] Data2MV-A user behaviour dataset for multi-view scenarios

TS da Costa, MT Andrade, P Viana, NC Silva - Data in Brief, 2023 - Elsevier
The Data2MV dataset contains gaze fixation data obtained through experimental
procedures from a total of 45 participants using an Intel RealSense F200 camera module …

Prediction of the first just noticeable difference point based on simple image features

B Pavlović, B Bondžulić, N Stojanović… - 2023 Zooming …, 2023 - ieeexplore.ieee.org
The aim of this paper is to predict the positions of the first just noticeable difference (JND)
points as optimal levels of compression for images and videos based on simple features …

A Real-Time Video Quality Metric for HTTP Adaptive Streaming

H Amirpour, J Zhu, P Le Callet… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
In HTTP Adaptive Streaming (HAS), a video is encoded at multiple bitrate-resolution pairs,
referred to as representations, which enables users to choose the most suitable …