Video 2-D-to-3-D conversion based on hybrid depth cueing

被引:2
作者
Cheng, Chao-Chung [1 ]
Li, Chung-Te [1 ]
Chen, Liang-Gee [1 ]
机构
[1] Natl Taiwan Univ, Grad Inst Elect Engn, Taipei 106, Taiwan
关键词
Depth-map generation; 2-D/3-D conversion; image enhancement; depth cue; 3-D TV; GENERATION; PERCEPTION; CONTRAST; COLOR;
D O I
10.1889/JSID18.9.704
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
With the maturation of three-dimensional (3-D) technologies, display systems can provide higher visual quality to enrich the viewer experience. However, the depth information required for 3-D displays is not available in conventional 2-D recorded contents. Therefore, the conversion of existing 2-D video to 3-D video becomes an important issue for emerging 3-D applications. This paper presents a system which automatically converts 2-D videos to 3-D format. The proposed system combines three major depth cues: the depth from motion, the scene depth from geometrical perspective, and the fine-granularity depth from the relative position. The proposed system uses a block-based method incorporating a joint bilateral filter to efficiently generate visually comfortable depth maps and to diminish the blocky artifacts. By means of the generated depth map, 2-D videos can be readily converted into 3-D format. Moreover, for conventional 2-D displays, a 2-D image/video depth perception enhancement application is also presented. With the depth-aware adjustment of color saturation, contrast, and edge, the stereo effect of the 2-D content can be enhanced. A user study on subjective quality shows that the proposed method has promising results on depth quality and visual comfort.
引用
收藏
页码:704 / 716
页数:13
相关论文
共 33 条
[1]  
[Anonymous], P ACM SIGGRAPH
[2]  
[Anonymous], BT50010 ITUR
[3]   Depth-map generation by image classification [J].
Battiato, S ;
Curti, S ;
La Cascia, M ;
Tortora, M ;
Scordato, E .
THREE-DIMENSIONAL IMAGE CAPTURE AND APPLICATIONS VI, 2004, 5302 :95-104
[4]  
BREWSTER D, 1851, PHILOS MAG, V4, P31
[5]   Relative depth layer extraction for monoscopic video by use of multidimensional filter [J].
Chang, Jing-Ying ;
Cheng, Chao-Chung ;
Chien, Shao-Yi ;
Chen, Liang-Gee .
2006 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO - ICME 2006, VOLS 1-5, PROCEEDINGS, 2006, :221-+
[6]  
Chang YL, 2007, 2007 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-5, P1958
[7]  
Chen WY, 2005, 2005 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), VOLS 1 AND 2, P1315
[8]  
Cheng CC, 2010, IEEE ICCE
[9]   COLOR STEREOPSIS - A MODEL FOR DEPTH REVERSALS BASED ON BORDER CONTRAST [J].
DENGLER, M ;
NITSCHKE, W .
PERCEPTION & PSYCHOPHYSICS, 1993, 53 (02) :150-156
[10]  
DUFAUX F, 1998, IEEE T IMAGE PROCESS, V44, P108