System for reconstruction of three-dimensional micro objects from multiple photographic images

被引:32
作者
Atsushi, Koutarou [1 ]
Sueyasu, Hidetada [1 ]
Funayama, Yusuke
Maekawa, Takashi [1 ]
机构
[1] Yokohama Natl Univ, Dept Mech Engn, Digital Engn Lab, Yokohama, Kanagawa, Japan
关键词
3D shape reconstruction; Micro objects; Digital microscope; Shape from silhouette; Marching cubes; Localization;
D O I
10.1016/j.cad.2011.01.019
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We introduce a system to reconstruct a three-dimensiojnal (3D) polygonal model of 3D micro objects with outer dimensions ranging from several hundred microns to several millimeters from multiple two-dimensional (2D) images of an object taken from different views. The data acquisition system consists of a digital microscope that captures still images at a resolution of 1600 x 1200 pixels and a computer-controlled turntable. We employ the shape-from-silhouette (SFS) method to construct a voxel-based 3D model from silhouette images. The concave shapes are further carved by using the space carving technique. In order to make the resulting model compatible with a commercial CAD/CAM system, the voxel model is converted into a triangular mesh using the marching cubes algorithm. Because the mesh generated from the voxel model by using the marching cubes algorithm inherits the staircase effect, the mesh is adjusted to recover the object precisely by using silhouette images. Finally, we evaluate the accuracy of the proposed method. The reconstructed models of complex micro objects indicate the effectiveness of the 3D shape reconstruction system for micro objects. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1045 / 1055
页数:11
相关论文
共 18 条
[1]  
Atienza R, 2001, P 2001 AUST C ROB AU, P85
[2]  
CHEUNG GKM, 2002, CMURITR0205
[3]  
FUKUI S, 2007, LECT NOTES COMPUTER, P1021
[4]   Multiview photometric stereo [J].
Hernandez, Carlos ;
Vogiatzis, George ;
Cipolla, Roberto .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2008, 30 (03) :548-554
[5]  
HIRANO D, 2009, COMPUT AIDED DESIGN, V6, P701
[6]  
Jinkerson R.A., 1993, Journal of Ship Production, V9, P88
[7]   A theory of shape by space carving [J].
Kutulakos, KN ;
Seitz, SM .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2000, 38 (03) :199-218
[8]   THE VISUAL HULL CONCEPT FOR SILHOUETTE-BASED IMAGE UNDERSTANDING [J].
LAURENTINI, A .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (02) :150-162
[9]   3-DIMENSIONAL RECONSTRUCTION BY ZOOMING [J].
LAVEST, JM ;
RIVES, G ;
DHOME, M .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1993, 9 (02) :196-207
[10]  
Lorensen W.E., 1987, COMPUT GRAPHICS-US, V21, P163, DOI [DOI 10.1145/37402.37422, 10.1145/37401.37422]