A study of real-time packet video quality using random neural networks

S Mohamed, G Rubino - … on circuits and systems for video …, 2002 - ieeexplore.ieee.org
An important and unsolved problem today is that of automatic quantification of the quality of
video flows transmitted over packet networks. In particular, the ability to perform this task in …

Learning in the feed-forward random neural network: A critical review

M Georgiopoulos, C Li, T Kocak - Performance Evaluation, 2011 - Elsevier
The Random Neural Network (RNN) has received, since its inception in 1989, considerable
attention and has been successfully used in a number of applications. In this critical review …

Real-time avatar animation from a single image

JM Saragih, S Lucey, JF Cohn - 2011 IEEE International …, 2011 - ieeexplore.ieee.org
A real time facial puppetry system is presented. Compared with existing systems, the
proposed method requires no special hardware, runs in real time (23 frames-per-second) …

Performance analysis of collaborative real-time video quality of service prediction with machine learning algorithms

L Babooram, TP Fowdur - International Journal of Data Science and …, 2024 - Springer
With the exponential rise in the development, deployment and use of Internet applications in
recent years, communication paradigms are continuously flooded with unmatched …

Constructing a no-reference H. 264/AVC bitstream-based video quality metric using genetic programming-based symbolic regression

N Staelens, D Deschrijver… - … on Circuits and …, 2013 - ieeexplore.ieee.org
In order to ensure optimal quality of experience toward end users during video streaming,
automatic video quality assessment becomes an important field-of-interest to video service …

A real-time video quality estimator for emerging wireless multimedia systems

E Aguiar, A Riker, E Cerqueira, A Abelém, M Mu… - Wireless …, 2014 - Springer
Abstract Wireless Mesh Networks (WMNs) are increasingly deployed to enable thousands of
users to share, create, and access live video streaming with different characteristics and …

Evaluation of neural network architectures for MPEG-4 video traffic prediction

A Abdennour - IEEE transactions on broadcasting, 2006 - ieeexplore.ieee.org
Multimedia applications and particularly MPEG-coded video streams are becoming major
traffic components in high speed networks. Traffic prediction is important in enhancing the …

A new approach for the prediction of end-to-end performance of multimedia streams

G Rubino, M Varela - … on the Quantitative Evaluation of Systems …, 2004 - ieeexplore.ieee.org
This paper proposes a new and accurate way of predicting the end-to-end performance of a
multimedia stream. It consists of coupling an approach we have previously developed …

A neural network based test bed for evaluating the quality of video streams in IP networks

P Frank, J Incera - Electronics, Robotics and Automotive …, 2006 - ieeexplore.ieee.org
We introduce a modular methodology for evaluating the perceived quality of video streams
in simulated packet networks through the use of artificial neural networks. One particular …

Multimedia traffic quality of service management using statistical and artificial intelligence techniques

A Dogman, R Saatchi - IET Circuits, Devices & Systems, 2014 - Wiley Online Library
Managing quality of service (QoS) is an important network operation, especially in hybrid
wired and wireless multimedia networks. In this study, a two‐stage approach to intelligently …