Reconstruction of sculpture from its profiles with unknown camera positions

被引:38
作者
Wong, KYK [1 ]
Cipolla, R
机构
[1] Univ Hong Kong, Dept Comp Sci & Informat Syst, Hong Kong, Hong Kong, Peoples R China
[2] Univ Cambridge, Dept Engn, Cambridge CB2 1PZ, England
关键词
shape from profiles; structure and motion; 3-D model acquisition;
D O I
10.1109/TIP.2003.821113
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Profiles of a sculpture provide rich information about its geometry, and can be used for shape recovery under known camera motion. By exploiting correspondences induced by epipolar tangents on the profiles, a successful solution to motion estimation from profiles has been developed in the special case of circular motion. The main drawbacks of using circular motion alone, namely the difficulty in adding new views and part of the object always being invisible, can be overcome by incorporating arbitrary general views of the object and registering its new profiles with the set of profiles resulted from the circular motion. In this paper, we describe a complete and practical system for producing a three-dimensional (3-D) model from uncalibrated images of an arbitrary object using its profiles alone. Experimental results on various objects are presented, demonstrating the quality of the reconstructions using the estimated motion.
引用
收藏
页码:379 / 387
页数:9
相关论文
共 44 条
[21]  
Lorensen WE, 1987, COMPUT GRAPH, DOI 10.1145/37401.37422
[22]   The fundamental matrix: Theory, algorithms, and stability analysis [J].
Luong, QT ;
Faugeras, OD .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1996, 17 (01) :43-75
[23]   ANALYSIS OF OCCLUDING CONTOUR [J].
MARR, D .
PROCEEDINGS OF THE ROYAL SOCIETY SERIES B-BIOLOGICAL SCIENCES, 1977, 197 (1129) :441-475
[24]   VOLUMETRIC DESCRIPTIONS OF OBJECTS FROM MULTIPLE VIEWS [J].
MARTIN, WN ;
AGGARWAL, JK .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1983, 5 (02) :150-158
[25]   Epipolar geometry from profiles under circular motion [J].
Mendonça, PRS ;
Wong, KYK ;
Cipolla, R .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2001, 23 (06) :604-616
[26]  
MENDONCA PRS, 1999, P C COMP VIS PATT RE, V1, P9
[27]  
Montani C., 1994, Visual Computer, V10, P353, DOI 10.1007/BF01900830
[28]   CONSTRUCTION OF THE OCTREE APPROXIMATING 3-DIMENSIONAL OBJECTS BY USING MULTIPLE VIEWS [J].
NOBORIO, H ;
FUKUDA, S ;
ARIMOTO, S .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1988, 10 (06) :769-782
[29]   CURVE MATCHING AND STEREO CALIBRATION [J].
PORRILL, J ;
POLLARD, S .
IMAGE AND VISION COMPUTING, 1991, 9 (01) :45-50
[30]   GENERATING OCTREE MODELS OF 3D OBJECTS FROM THEIR SILHOUETTES IN A SEQUENCE OF IMAGES [J].
POTMESIL, M .
COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1987, 40 (01) :1-29