Perceptual Quality of Light Field Images and Impact of Visualization Techniques

被引:9
|
作者
Paudyal, Pradip [1 ]
Battisti, Federica [2 ]
Le Callet, Patrick [3 ]
Gutierrez, Jesus [4 ,5 ]
Carli, Marco [6 ]
机构
[1] Nepal Telecommun Author, Regulat Dept, Spectrum Distribut & Management Sect, Kathmandu 44600, Nepal
[2] Univ Padua, Dept Informat Engn, I-35122 Padua, Italy
[3] Univ Nantes, Lab Sci Numer Nantes, Equipe Image Percept & Interact, F-44035 Nantes, France
[4] Univ Politecn Madrid, Informat Proc & Telecommun Ctr, Grp Tratamiento Imagenes, Madrid 28040, Spain
[5] Univ Politecn Madrid, Escuela Tecn Super Ingn Telecomunicac, Madrid 28040, Spain
[6] Univ Roma Tre, Dept Engn, I-00154 Rome, Italy
关键词
Cameras; Rendering (computer graphics); Two dimensional displays; Image coding; Measurement; Spatial resolution; Imaging; Light field; quality of experience; visualization; dataset; quality metrics;
D O I
10.1109/TBC.2020.3034445
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Light Field imaging provides a wide range of interactive features, such as view point changing and refocusing, and it has been developing as a solution for six degree of freedom applications. Many ongoing efforts, specifically related to pre/post processing, compression, and rendering, have been devoted to the development of this technology. To benchmark processing algorithms, the knowledge of degraded or improved quality level is important. However, the definition of validated subjective and objective quality assessment methods is still an open and challenging issue. In this scenario, this contribution deals with: the impact of visualization techniques on Light Filed image Quality of Experience, a visualization technique recommended for subjective quality assessment, perceptual visual impact of compression and noise artifacts, performance analysis of 2D image quality measures applied to Light Field images, and a Light Field image quality dataset.
引用
收藏
页码:395 / 408
页数:14
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