Objective and subjective QoE evaluation for adaptive point cloud streaming

Title Objective and subjective QoE evaluation for adaptive point cloud streaming
Author Van Der Hooft, J., Vega, M. T., Timmerer, C., Beğen, Ali Cengiz, De Turck, F., Schatz, R.
Publication Date: 2020-05
Publication Place - IEEE
Subject Volumetric media, HTTP adaptive streaming, 6DoF, MPEG V-PCC, QoE assessment, Objective metrics
Type Document
Language English
Digital Yes
Manuscript No
Library: Özyeğin University
Library Asset ID 978-172815965-2
Record ID 73ce916b-6d4c-4b10-bd65-4d57ff9fa77e
Library Location Computer Science
Date 2020-05
Notes Universiteit Gent
Sample Text Volumetric media has the potential to provide the six degrees of freedom (6DoF) required by truly immersive media. However, achieving 6DoF requires ultra-high bandwidth transmissions, which real-world wide area networks cannot provide today. Therefore, recent efforts have started to target efficient delivery of volumetric media, using a combination of compression and adaptive streaming techniques. It remains, however, unclear how the effects of such techniques on the user perceived quality can be accurately evaluated. In this paper, we present the results of an extensive objective and subjective quality of experience (QoE) evaluation of volumetric 6DoF streaming. We use PCC-DASH, a standards-compliant means for HTTP adaptive streaming of scenes comprising multiple dynamic point cloud objects. By means of a thorough analysis, we investigate the perceived quality impact of the available bandwidth, rate adaptation algorithm, viewport prediction strategy and user's motion within the scene. We determine which of these aspects has more impact on the user's QoE, and to what extent subjective and objective assessments are aligned.
DOI 10.1109/QoMEX48832.2020.9123081
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Objective and subjective QoE evaluation for adaptive point cloud streaming

Author Van Der Hooft, J., Vega, M. T., Timmerer, C., Beğen, Ali Cengiz, De Turck, F., Schatz, R.
Publication Date 2020-05
Publication Place - IEEE
Subject Volumetric media, HTTP adaptive streaming, 6DoF, MPEG V-PCC, QoE assessment, Objective metrics
Type Document
Language English
Digital Yes
Manuscript No
Library Özyeğin University
Library Asset ID 978-172815965-2
Record ID 73ce916b-6d4c-4b10-bd65-4d57ff9fa77e
Library Location Computer Science
Date 2020-05
Notes Universiteit Gent
Sample Text Volumetric media has the potential to provide the six degrees of freedom (6DoF) required by truly immersive media. However, achieving 6DoF requires ultra-high bandwidth transmissions, which real-world wide area networks cannot provide today. Therefore, recent efforts have started to target efficient delivery of volumetric media, using a combination of compression and adaptive streaming techniques. It remains, however, unclear how the effects of such techniques on the user perceived quality can be accurately evaluated. In this paper, we present the results of an extensive objective and subjective quality of experience (QoE) evaluation of volumetric 6DoF streaming. We use PCC-DASH, a standards-compliant means for HTTP adaptive streaming of scenes comprising multiple dynamic point cloud objects. By means of a thorough analysis, we investigate the perceived quality impact of the available bandwidth, rate adaptation algorithm, viewport prediction strategy and user's motion within the scene. We determine which of these aspects has more impact on the user's QoE, and to what extent subjective and objective assessments are aligned.
DOI 10.1109/QoMEX48832.2020.9123081
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