Super-multiview content with high angular resolution: 3D quality assessment on horizontal-parallax lightfield display

被引:43
作者
Tamboli, Roopak R. [1 ]
Appina, Balasubramanyam [2 ]
Channappayya, Sumohana [2 ]
Jana, Soumya [1 ]
机构
[1] Indian Inst Technol Hyderabad, Dept Elect Engn, Digital Real & Multimedia DReaM Lab, Telangana 502205, India
[2] Indian Inst Technol Hyderabad, Dept Elect Engn, Lab Video & Image Anal LFOVIA, Telangana 502205, India
关键词
Full-reference 3D Quality Assessment; Subjective Evaluation; Lightfield Display; Pooling of multiple metrics; SUBJECTIVE EVALUATION; INFORMATION; IMAGES;
D O I
10.1016/j.image.2016.05.010
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
The advent of glasses-free 3D super-multiview (SMV) displays has opened up new avenues for experiencing 3D content. Accordingly, perceptual quality assessment of such content assumes significance. In this context, we present the results of subjective and objective quality assessment of static 3D SMV content, conducted with twenty subjects on a glasses-free horizontal-parallax 3D lightfield display. First, we create a multiview image dataset using three real objects, with high angular resolution. The display system generates 3D views from fixed subsets of consecutive images. Next, we extend the standard guidelines of subjective assessment to our evaluation environment. In the course, we make recommendations on acquiring SMV data as well as conducting subjective evaluation. Subsequently, we observe that the existing 2D full-reference (FR) quality metrics, applied to individual 3D views, are inadequate for 3D quality assessment. To fill the gap, we propose a 3D FR objective quality metric. For every 3D view, the proposed metric combines spatial information from each constituent image and angular information (depth cues) from consecutive images. Finally, we show that the proposed metric correlates significantly with subjective scores, outperforming existing 2D metrics. The efficacy of pooling spatial and angular information highlights the fact that angular information plays a crucial role in 3D perception. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:42 / 55
页数:14
相关论文
共 54 条
[1]  
[Anonymous], 2009, Encyclopedia of Distances, DOI DOI 10.1007/978-3-642-00234-21
[2]  
[Anonymous], 2015, BT20211 RIR
[3]  
[Anonymous], 2011, BT50013 RIR
[4]  
[Anonymous], 2015, BT20202 RIR
[5]  
[Anonymous], 2004, OBJECTIVE PERCEPTUAL
[6]   Objective image quality assessment of 3D synthesized views [J].
Battisti, Federica ;
Bosc, Emilie ;
Carli, Marco ;
Le Callet, Patrick ;
Perugia, Simone .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2015, 30 :78-88
[7]   Quality Assessment of Stereoscopic Images [J].
Benoit, Alexandre ;
Le Callet, Patrick ;
Campisi, Patrizio ;
Cousseau, Romain .
EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2008, 2008 (1)
[8]  
Black M. J., 1993, [1993] Proceedings Fourth International Conference on Computer Vision, P231, DOI 10.1109/ICCV.1993.378214
[9]  
Bosc E., 2012, THESIS
[10]  
Chappuis A., 2014, IS T SPIE ELECT IMAG