Towards Quality Assessment for Arbitrary Translational 6DoF Video: Subjective Quality Database and Objective Assessment Metric
Arbitrary translational Six Degrees of Freedom (6DoF) video represents a transitional stage towards immersive terminal videos, allowing users to freely switch viewpoints for a 3D scene experience. However, the increased freedom of movement introduces new distortions that significantly impact human v...
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MDPI AG
2025-01-01
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| author | Chongchong Jin Yeyao Chen |
| author_facet | Chongchong Jin Yeyao Chen |
| author_sort | Chongchong Jin |
| collection | DOAJ |
| description | Arbitrary translational Six Degrees of Freedom (6DoF) video represents a transitional stage towards immersive terminal videos, allowing users to freely switch viewpoints for a 3D scene experience. However, the increased freedom of movement introduces new distortions that significantly impact human visual perception quality. Therefore, it is crucial to explore quality assessment (QA) to validate its application feasibility. In this study, we conduct subjective and objective QAs of arbitrary translational 6DoF videos. Subjectively, we establish an arbitrary translational 6DoF synthesized video quality database, specifically exploring path navigation in 3D space, which has often been limited to planar navigation in previous studies. We simulate path navigation distortion, rendering distortion, and compression distortion to create a subjective QA database. Objectively, based on the spatio-temporal distribution characteristics of various distortions, we propose a no-reference video quality assessment (VQA) metric for arbitrary translational 6DoF videos. The experimental results on the established subjective dataset fully demonstrate the effectiveness and superiority of the proposed objective method. |
| format | Article |
| id | doaj-art-50e9b1e70fff427e82cb83468aea49e2 |
| institution | Kabale University |
| issn | 1099-4300 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Entropy |
| spelling | doaj-art-50e9b1e70fff427e82cb83468aea49e22025-01-24T13:31:47ZengMDPI AGEntropy1099-43002025-01-012714410.3390/e27010044Towards Quality Assessment for Arbitrary Translational 6DoF Video: Subjective Quality Database and Objective Assessment MetricChongchong Jin0Yeyao Chen1College of Science and Technology, Ningbo University, Ningbo 315300, ChinaFaculty of Information Science and Engineering, Ningbo University, Ningbo 315211, ChinaArbitrary translational Six Degrees of Freedom (6DoF) video represents a transitional stage towards immersive terminal videos, allowing users to freely switch viewpoints for a 3D scene experience. However, the increased freedom of movement introduces new distortions that significantly impact human visual perception quality. Therefore, it is crucial to explore quality assessment (QA) to validate its application feasibility. In this study, we conduct subjective and objective QAs of arbitrary translational 6DoF videos. Subjectively, we establish an arbitrary translational 6DoF synthesized video quality database, specifically exploring path navigation in 3D space, which has often been limited to planar navigation in previous studies. We simulate path navigation distortion, rendering distortion, and compression distortion to create a subjective QA database. Objectively, based on the spatio-temporal distribution characteristics of various distortions, we propose a no-reference video quality assessment (VQA) metric for arbitrary translational 6DoF videos. The experimental results on the established subjective dataset fully demonstrate the effectiveness and superiority of the proposed objective method.https://www.mdpi.com/1099-4300/27/1/44arbitrary translational 6DoFsynthesized videosubjective and objectivevideo quality assessment |
| spellingShingle | Chongchong Jin Yeyao Chen Towards Quality Assessment for Arbitrary Translational 6DoF Video: Subjective Quality Database and Objective Assessment Metric Entropy arbitrary translational 6DoF synthesized video subjective and objective video quality assessment |
| title | Towards Quality Assessment for Arbitrary Translational 6DoF Video: Subjective Quality Database and Objective Assessment Metric |
| title_full | Towards Quality Assessment for Arbitrary Translational 6DoF Video: Subjective Quality Database and Objective Assessment Metric |
| title_fullStr | Towards Quality Assessment for Arbitrary Translational 6DoF Video: Subjective Quality Database and Objective Assessment Metric |
| title_full_unstemmed | Towards Quality Assessment for Arbitrary Translational 6DoF Video: Subjective Quality Database and Objective Assessment Metric |
| title_short | Towards Quality Assessment for Arbitrary Translational 6DoF Video: Subjective Quality Database and Objective Assessment Metric |
| title_sort | towards quality assessment for arbitrary translational 6dof video subjective quality database and objective assessment metric |
| topic | arbitrary translational 6DoF synthesized video subjective and objective video quality assessment |
| url | https://www.mdpi.com/1099-4300/27/1/44 |
| work_keys_str_mv | AT chongchongjin towardsqualityassessmentforarbitrarytranslational6dofvideosubjectivequalitydatabaseandobjectiveassessmentmetric AT yeyaochen towardsqualityassessmentforarbitrarytranslational6dofvideosubjectivequalitydatabaseandobjectiveassessmentmetric |