Towards a real-time 3D shape reconstruction using a structured light system

被引:41
作者
Dipanda, A [1 ]
Woo, S [1 ]
机构
[1] Univ Bourgogne, Aile Sci Ingn, CNRS, UMR 5158, F-21078 Dijon, France
关键词
3D reconstruction; SLS calibration; SLS configuration; correspondence problem;
D O I
10.1016/j.patcog.2005.01.006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper deals with 3D shape reconstruction using a structured light system (SLS) which projects a matrix of laser rays onto the scene to be analyzed. The intrinsic problem of such a system is the correspondence problem solving, which in this particular case amounts to matching up the imaged spots and the originating laser rays. In this paper, we propose a method for automatically obtaining configurations of the system (COS) (i.e. the relative positions of the camera, laser projector, and measuring scene) that permit to achieve a direct and unambiguous correspondence. After, we propose a splitting cell algorithm, which efficiently performs a real-time correspondence procedure. Experimental results obtained from both simulated and real data demonstrate that our method provides our SLS with possibilities for real-time applications. (c) 2005 Pattern Recognition Society. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1632 / 1650
页数:19
相关论文
共 32 条
[11]   Stereo matching using genetic algorithm with adaptive chromosomes [J].
Han, KP ;
Song, KW ;
Chung, EY ;
Cho, SJ ;
Ha, YH .
PATTERN RECOGNITION, 2001, 34 (09) :1729-1740
[12]   Decoding structured light patterns for three-dimensional imaging systems [J].
Hsieh, YC .
PATTERN RECOGNITION, 2001, 34 (02) :343-349
[13]   A STEREO MATCHING ALGORITHM WITH AN ADAPTIVE WINDOW - THEORY AND EXPERIMENT [J].
KANADE, T ;
OKUTOMI, M .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (09) :920-932
[14]  
KIESSLING A, 1976, P 3 INT C PATT REC, P586
[15]   REGION-BASED STEREO ANALYSIS FOR ROBOTIC APPLICATIONS [J].
MARAPANE, SB ;
TRIVEDI, MM .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1989, 19 (06) :1447-1464
[16]   Calibration of a three-dimensional reconstruction system using a structured light source [J].
Marzani, FS ;
Voisin, Y ;
Voon, LFCLY ;
Diou, A .
OPTICAL ENGINEERING, 2002, 41 (02) :484-492
[17]  
MULLER E, 1995, OPT ENG, V34, P2754, DOI 10.1117/12.205681
[18]   REAL-TIME RANGE MEASUREMENT DEVICE FOR 3-DIMENSIONAL OBJECT RECOGNITION [J].
OZEKI, O ;
NAKANO, T ;
YAMAMOTO, S .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1986, 8 (04) :550-554
[19]  
Pavlidis T., 1977, STRUCTURAL PATTERN R
[20]   SURFACE MEASUREMENT BY SPACE-ENCODED PROJECTED BEAM SYSTEMS [J].
POSDAMER, JL ;
ALTSCHULER, MD .
COMPUTER GRAPHICS AND IMAGE PROCESSING, 1982, 18 (01) :1-17