A comprehensive survey on machine learning for networking: evolution, applications and research opportunities

R Boutaba, MA Salahuddin, N Limam, S Ayoubi… - Journal of Internet …, 2018 - Springer
Abstract Machine Learning (ML) has been enjoying an unprecedented surge in applications
that solve problems and enable automation in diverse domains. Primarily, this is due to the …

No-reference image and video quality assessment: a classification and review of recent approaches

M Shahid, A Rossholm, B Lövström… - EURASIP Journal on …, 2014 - Springer
The field of perceptual quality assessment has gone through a wide range of developments
and it is still growing. In particular, the area of no-reference (NR) image and video quality …

Audio-visual multimedia quality assessment: A comprehensive survey

Z Akhtar, TH Falk - IEEE access, 2017 - ieeexplore.ieee.org
Measuring perceived quality of audio-visual signals at the end-user has become an
important parameter in many multimedia networks and applications. It plays a crucial role in …

Towards a general parametric model for perceptual video quality estimation

J Joskowicz, R Sotelo, JCL Ardao - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
During the last few years, different parametric models were proposed for video quality
estimation. Each model uses different parameters as inputs, such as bit rate, frame rate and …

YouTube QoE evaluation tool for Android wireless terminals

G Gómez, L Hortigüela, Q Pérez, J Lorca… - EURASIP Journal on …, 2014 - Springer
In this paper, we present an Android application which is able to evaluate and analyze the
perceived quality of experience (QoE) for YouTube service in wireless terminals. To achieve …

Video quality prediction models based on video content dynamics for H. 264 video over UMTS networks

A Khan, L Sun, E Ifeachor, JO Fajardo… - … Journal of Digital …, 2010 - Wiley Online Library
The aim of this paper is to present video quality prediction models for objective non‐
intrusive, prediction of H. 264 encoded video for all content types combining parameters …

Combining the effects of frame rate, bit rate, display size and video content in a parametric video quality model

J Joskowicz, JCL Ardao - Proceedings of the 6th Latin America …, 2011 - dl.acm.org
In this paper we analyze how the frame rate affects the video perceived quality for different
video contents. Combining these results with our previous work, a new parametric model is …

QoE-based cross-layer design for video applications over LTE

Y Ju, Z Lu, D Ling, X Wen, W Zheng, W Ma - Multimedia tools and …, 2014 - Springer
Video applications such as video-on-demand and videoconferencing over wireless
networks require system resources to be allocated dynamically and optimally in accordance …

Quality of experience (QoE) driven adaptation scheme for voice/video over IP

E Jammeh, I Mkwawa, A Khan, M Goudarzi… - Telecommunication …, 2012 - Springer
Network quality of service (NQoS) of IP networks is unpredictable and impacts the quality of
networked multimedia services. Adaptive voice and video schemes are therefore vital for the …

Audiovisual quality estimation for video calls in wireless applications

M Goudarzi, L Sun, E Ifeachor - 2010 IEEE Global …, 2010 - ieeexplore.ieee.org
Mobile/wireless multimedia applications (eg, video calls and IPTV) have gained great
momentum in recent years. An important issue is to monitor/predict overall audiovisual …