Decoding the Connection: Viewer Experience and Video Quality through Human-Centered Constructs

This research explores the impact of video quality on viewer experience (VX) in the digital age. Videos are ubiquitous in our lives, yet our understanding of how quality variations affect satisfaction and engagement remains limited. By introducing a one-to-many relationship between Quality of Service (QoS) and Quality of Experience (QoE), the study aims to provide practical and deeper insights for content creators and streaming platforms that contemporary subjective metrics cannot provide. It introduces the concept of VX, a novel extension of the QoE, to better capture the complexities of human response to multimedia content. The research combines qualitative and quantitative methods, utilizing established quality assessment frameworks like SSIMplus. Through a combination of statistical and thematic explorations, we provide the basis of a novel framework that has real-world implications for enhancing user satisfaction and the overall quality of video-based content in an increasingly digital world.

Authors

Institutions

Publication Details

Journal
ACM Transactions on Applied Perception
Published
2025-10-28
DOI
https://doi.org/10.1145/3773896
Primary Topic
Image and Video Quality Assessment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Decoding the Connection: Viewer Experience and Video Quality through Human-Centered Constructs

Umair Rehman, Syed Farasat Ali, E. S. Chung, Edwin K. Leung
ACM Transactions on Applied Perception
Image and Video Quality Assessment
article

Decoding the Connection: Viewer Experience and Video Quality through Human-Centered Constructs

Umair Rehman, Syed Farasat Ali, E. S. Chung, Edwin K. Leung
article en

Abstract

This research explores the impact of video quality on viewer experience (VX) in the digital age. Videos are ubiquitous in our lives, yet our understanding of how quality variations affect satisfaction and engagement remains limited. By introducing a one-to-many relationship between Quality of Service (QoS) and Quality of Experience (QoE), the study aims to provide practical and deeper insights for content creators and streaming platforms that contemporary subjective metrics cannot provide. It introduces the concept of VX, a novel extension of the QoE, to better capture the complexities of human response to multimedia content. The research combines qualitative and quantitative methods, utilizing established quality assessment frameworks like SSIMplus. Through a combination of statistical and thematic explorations, we provide the basis of a novel framework that has real-world implications for enhancing user satisfaction and the overall quality of video-based content in an increasingly digital world.

ACM Transactions on Applied PerceptionVol. 23(1)
Western University (CA), London Health Sciences Centre (CA), Wilfrid Laurier University (CA)
Openalex Percentile: Top 69%
Image and Video Quality Assessment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.