Stereoscopic video generation based on efficient layered structure and motion estimation from a monoscopic image sequence

被引:30
作者
Moustakas, K [1 ]
Tzovaras, D
Strintzis, MG
机构
[1] Aristotle Univ Thessaloniki, Informat Proc Lab, Dept Elect & Comp Engn, Thessaloniki 54124, Greece
[2] CERTH, Informat & Telemat Inst, Thessaloniki 57001, Greece
关键词
Bayesian; classification; object tracking; recursive filtering; stereoscopic video generation; structure reconstruction;
D O I
10.1109/TCSVT.2005.852401
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
This paper presents a novel object-based method for the generation of a stereoscopic image sequence from a monoscopic video, using bidirectional two-dimensional motion estimation for the recovery of rigid motion and structure and a Bayesian framework to handle occlusions. The latter is based on extended Kalman filters and an efficient method for reliably tracking object masks. Experimental results show that the layered object scene representation, combined with the proposed algorithm for reliably tracking object masks throughout the sequence, yields very accurate results.
引用
收藏
页码:1065 / 1073
页数:9
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