3D-HEVC visual quality assessment: database and bitstream model

Zhou, Wei, Liao, Ning, Chen, Zhibo and Li, Weiping 2016. 3D-HEVC visual quality assessment: database and bitstream model. Presented at: 8th International Conference on Quality of Multimedia Experience (QoMEX), Lisbon, 6-8 June 2016. 2016 Eighth International Conference on Quality of Multimedia Experience (QoMEX). IEEE, pp. 1-6. 10.1109/QoMEX.2016.7498946

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Abstract

Visual Quality Assessment of 3D/stereoscopic video (3D VQA) is significant for both quality monitoring and optimization of the existing 3D video services. In this paper, we build a 3D video database based on the latest 3D-HEVC video coding standard, to investigate the relationship among video quality, depth quality, and overall quality of experience (QoE) of 3D/stereoscopic video. We also analyze the pivotal factors to the video and depth qualities. Moreover, we develop a No-Reference 3D-HEVC bitstream-level objective video quality assessment model, which utilizes the key features extracted from the 3D video bitstreams to assess the perceived quality of the stereoscopic video. The model is verified to be effective on our database as compared with widely used 2D Full-Reference quality metrics as well as a state-of-the-art 3D FR pixel-level video quality metric.

Item Type:	Conference or Workshop Item (Paper)
Date Type:	Published Online
Status:	Published
Schools:	Computer Science & Informatics
Publisher:	IEEE
ISBN:	978-1-5090-0353-2
Last Modified:	30 Aug 2023 14:15
URI:	https://orca.cardiff.ac.uk/id/eprint/161680

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