Subjective and Objective Video Quality Assessment of 3D Synthesized Views With Texture/Depth Compression Distortion

The quality assessment for synthesized video with texture/depth compression distortion is important for the design, optimization, and evaluation of the multi-view video plus depth (MVD)-based 3D video system. In this paper, the subjective and objective studies for synthesized view assessment are bot...

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Published inIEEE transactions on image processing Vol. 24; no. 12; pp. 4847 - 4861
Main Authors Xiangkai Liu, Yun Zhang, Sudeng Hu, Sam Kwong, Kuo, C.-C Jay, Qiang Peng
Format Journal Article
LanguageEnglish
Published United States IEEE 01.12.2015
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
3D Video
Distortion
Image coding
multi-view video plus depth
Noise
Quality
Quality assessment
synthesized video quality database
temporal flicker distortion
Three-dimensional displays
Video quality assessment
view synthesis
Video quality assessment
synthesized video quality database
view synthesis
multi-view video plus depth
3D video
temporal flicker distortion
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Abstract The quality assessment for synthesized video with texture/depth compression distortion is important for the design, optimization, and evaluation of the multi-view video plus depth (MVD)-based 3D video system. In this paper, the subjective and objective studies for synthesized view assessment are both conducted. First, a synthesized video quality database with texture/depth compression distortion is presented with subjective scores given by 56 subjects. The 140 videos are synthesized from ten MVD sequences with different texture/depth quantization combinations. Second, a full reference objective video quality assessment (VQA) method is proposed concerning about the annoying temporal flicker distortion and the change of spatio-temporal activity in the synthesized video. The proposed VQA algorithm has a good performance evaluated on the entire synthesized video quality database, and is particularly prominent on the subsets which have significant temporal flicker distortion induced by depth compression and view synthesis process.
AbstractList The quality assessment for synthesized video with texture/depth compression distortion is important for the design, optimization, and evaluation of the multi-view video plus depth (MVD)-based 3D video system. In this paper, the subjective and objective studies for synthesized view assessment are both conducted. First, a synthesized video quality database with texture/depth compression distortion is presented with subjective scores given by 56 subjects. The 140 videos are synthesized from ten MVD sequences with different texture/depth quantization combinations. Second, a full reference objective video quality assessment (VQA) method is proposed concerning about the annoying temporal flicker distortion and the change of spatio-temporal activity in the synthesized video. The proposed VQA algorithm has a good performance evaluated on the entire synthesized video quality database, and is particularly prominent on the subsets which have significant temporal flicker distortion induced by depth compression and view synthesis process.
The quality assessment for synthesized video with texture/depth compression distortion is important for the design, optimization, and evaluation of the multi-view video plus depth (MVD)-based 3D video system. In this paper, the subjective and objective studies for synthesized view assessment are both conducted. First, a synthesized video quality database with texture/depth compression distortion is presented with subjective scores given by 56 subjects. The 140 videos are synthesized from ten MVD sequences with different texture/depth quantization combinations. Second, a full reference objective video quality assessment (VQA) method is proposed concerning about the annoying temporal flicker distortion and the change of spatio-temporal activity in the synthesized video. The proposed VQA algorithm has a good performance evaluated on the entire synthesized video quality database, and is particularly prominent on the subsets which have significant temporal flicker distortion induced by depth compression and view synthesis process.The quality assessment for synthesized video with texture/depth compression distortion is important for the design, optimization, and evaluation of the multi-view video plus depth (MVD)-based 3D video system. In this paper, the subjective and objective studies for synthesized view assessment are both conducted. First, a synthesized video quality database with texture/depth compression distortion is presented with subjective scores given by 56 subjects. The 140 videos are synthesized from ten MVD sequences with different texture/depth quantization combinations. Second, a full reference objective video quality assessment (VQA) method is proposed concerning about the annoying temporal flicker distortion and the change of spatio-temporal activity in the synthesized video. The proposed VQA algorithm has a good performance evaluated on the entire synthesized video quality database, and is particularly prominent on the subsets which have significant temporal flicker distortion induced by depth compression and view synthesis process.
Author Xiangkai Liu
Qiang Peng
Kuo, C.-C Jay
Sudeng Hu
Sam Kwong
Yun Zhang
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  email: qpeng@home.swjtu.edu.cn
  organization: Sch. of Inf. Sci. & Technol., Southwest Jiaotong Univ., Chengdu, China
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Keywords Video quality assessment
synthesized video quality database
view synthesis
multi-view video plus depth
3D video
temporal flicker distortion
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Snippet The quality assessment for synthesized video with texture/depth compression distortion is important for the design, optimization, and evaluation of the...
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SubjectTerms 3D Video
Distortion
Image coding
multi-view video plus depth
Noise
Quality
Quality assessment
synthesized video quality database
temporal flicker distortion
Three-dimensional displays
Video quality assessment
view synthesis
Title Subjective and Objective Video Quality Assessment of 3D Synthesized Views With Texture/Depth Compression Distortion
URI https://ieeexplore.ieee.org/document/7206582
https://www.ncbi.nlm.nih.gov/pubmed/26292342
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Volume 24
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