Threading fundamental matrices

被引:31
作者
Avidan, S [1 ]
Shashua, A [1 ]
机构
[1] Hebrew Univ Jerusalem, Inst Comp Sci, IL-91904 Jerusalem, Israel
关键词
structure-form-motion; multiview geometry;
D O I
10.1109/34.899947
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a new function that operates on Fundamental matrices across a sequence of views. The operation, we calf "threading", connects two consecutive Fundamental matrices using the trifocal tensor as the connecting thread. The threading operation guarantees that consecutive camera matrices are consistent with a unique 3D model, without ever recovering a 3D model. Applications include recovery of camera ego-motion from a sequence of views, image stabilization (plane stabilization) across a sequence, and multiview image-based rendering.
引用
收藏
页码:73 / 77
页数:5
相关论文
共 15 条
[1]  
[Anonymous], P IEEE CVF INT C COM, P593
[2]  
AVIDAN S, 1998, 3D STRUCT MULT IM LA
[3]   Sequential updating of projective and affine structure from motion [J].
Beardsley, PA ;
Zisserman, A ;
Murray, DW .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1997, 23 (03) :235-259
[4]   STRATIFICATION OF 3-DIMENSIONAL VISION - PROJECTIVE, AFFINE, AND METRIC REPRESENTATIONS [J].
FAUGERAS, O .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1995, 12 (03) :465-484
[5]  
Hartley R, 2000, ?Multiple View Geometry in Computer Vision
[6]  
IRANI M, 1994, 1994 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, P454, DOI 10.1109/CVPR.1994.323866
[7]   A COMPUTER ALGORITHM FOR RECONSTRUCTING A SCENE FROM 2 PROJECTIONS [J].
LONGUETHIGGINS, HC .
NATURE, 1981, 293 (5828) :133-135
[8]   ROBUST REGRESSION METHODS FOR COMPUTER VISION - A REVIEW [J].
MEER, P ;
MINTZ, D ;
ROSENFELD, A ;
KIM, DY .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1991, 6 (01) :59-70
[9]  
ROUSSO B, 1996, P IEEE C COMP VIS PA
[10]   ALGEBRAIC-FUNCTIONS FOR RECOGNITION [J].
SHASHUA, A .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1995, 17 (08) :779-789