From QoS to QoE: A tutorial on video quality assessment

Y Chen, K Wu, Q Zhang - IEEE Communications Surveys & …, 2014 - ieeexplore.ieee.org
Quality of experience (QoE) is the perceptual quality of service (QoS) from the users'
perspective. For video service, the relationship between QoE and QoS (such as coding …

The evolution of video quality measurement: From PSNR to hybrid metrics

S Winkler, P Mohandas - IEEE transactions on Broadcasting, 2008 - ieeexplore.ieee.org
This paper reviews the evolution of video quality measurement techniques and their current
state of the art. We start with subjective experiments and then discuss the various types of …

Generating images with perceptual similarity metrics based on deep networks

A Dosovitskiy, T Brox - Advances in neural information …, 2016 - proceedings.neurips.cc
We propose a class of loss functions, which we call deep perceptual similarity metrics
(DeePSiM), allowing to generate sharp high resolution images from compressed abstract …

Image quality assessment: from error visibility to structural similarity

Z Wang, AC Bovik, HR Sheikh… - IEEE transactions on …, 2004 - ieeexplore.ieee.org
Objective methods for assessing perceptual image quality traditionally attempted to quantify
the visibility of errors (differences) between a distorted image and a reference image using a …

Objective video quality assessment methods: A classification, review, and performance comparison

S Chikkerur, V Sundaram, M Reisslein… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
With the increasing demand for video-based applications, the reliable prediction of video
quality has increased in importance. Numerous video quality assessment methods and …

Motion tuned spatio-temporal quality assessment of natural videos

K Seshadrinathan, AC Bovik - IEEE transactions on image …, 2009 - ieeexplore.ieee.org
There has recently been a great deal of interest in the development of algorithms that
objectively measure the integrity of video signals. Since video signals are being delivered to …

Modern image quality assessment

Z Wang, AC Bovik - 2006 - Springer
This Lecture book is about objective image quality assessment—where the aim is to provide
computational models that can automatically predict perceptual image quality. The early …

Video quality assessment based on structural distortion measurement

Z Wang, L Lu, AC Bovik - Signal processing: Image communication, 2004 - Elsevier
Objective image and video quality measures play important roles in a variety of image and
video processing applications, such as compression, communication, printing, analysis …

Learning to generate images with perceptual similarity metrics

J Snell, K Ridgeway, R Liao, BD Roads… - … on Image Processing …, 2017 - ieeexplore.ieee.org
Deep networks are increasingly being applied to problems involving image synthesis, eg,
generating images from textual descriptions and reconstructing an input image from a …

A survey on multimedia services QoE assessment and machine learning-based prediction

G Kougioumtzidis, V Poulkov, ZD Zaharis… - IEEE …, 2022 - ieeexplore.ieee.org
The groundbreaking evolution in mobile and wireless communication networks design in
recent years, in combination with the advancement of mobile terminal equipment …