A fast and reliable system for 3D surface acquisition and reconstruction

被引:19
作者
Tognola, G
Parazzini, M
Svelto, C
Ravazzani, P
Grandori, F
机构
[1] Politecn Milan, CNR, Inst Biomed Engn, I-20133 Milan, Italy
[2] Politecn Milan, INFM, Dept Elect & Informat, I-20133 Milan, Italy
[3] CNR, IEIIT, I-20133 Milan, Italy
关键词
3D Laser scanner; surface reconstruction; unorganized data; geometrical deformable model;
D O I
10.1016/S0262-8856(02)00160-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A prototype 3D scanning system is presented together with a novel surface reconstruction algorithm to obtain an explicit 3D reconstruction of both open and closed surfaces, with particular attention to anatomical parts for biomedical applications. The whole system is based on acquisition of unorganized range data by laser scanning and successive image processing, by expanding and fitting a regular geometrical model within the range data, for surface reconstruction. The prototype system proved to be working finely, with an estimated resolution < 10 mu m, a repeatability < 50 mum, and an acquisition noise of similar to 170 mum (rms value). Simulations with a synthetic test surface are described to provide quantitative figures on the robustness to noise of the proposed reconstruction algorithm. Reconstruction of 3D models of human organs are presented as well. (C) 2003 Published by Elsevier Science B.V.
引用
收藏
页码:295 / 305
页数:11
相关论文
共 18 条
[1]   REGISTERING MULTIVIEW RANGE DATA TO CREATE 3D COMPUTER OBJECTS [J].
BLAIS, G ;
LEVINE, MD .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1995, 17 (08) :820-824
[2]   A SURVEY OF IMAGE REGISTRATION TECHNIQUES [J].
BROWN, LG .
COMPUTING SURVEYS, 1992, 24 (04) :325-376
[3]   An efficient 3D deformable model with a self-optimising mesh [J].
Bulpitt, AJ ;
Efford, ND .
IMAGE AND VISION COMPUTING, 1996, 14 (08) :573-580
[4]   A survey of free-form object representation and recognition techniques [J].
Campbell, RJ ;
Flynn, PJ .
COMPUTER VISION AND IMAGE UNDERSTANDING, 2001, 81 (02) :166-210
[5]   Metro:: Measuring error on simplified surfaces [J].
Cignoni, P ;
Rocchini, C ;
Scopigno, R .
COMPUTER GRAPHICS FORUM, 1998, 17 (02) :167-174
[6]   A comparison of mesh simplification algorithm [J].
Cignoni, P ;
Montani, C ;
Scopigno, R .
COMPUTERS & GRAPHICS-UK, 1998, 22 (01) :37-54
[7]   A flexible high-precision video system for digital recording of motor acts through lightweight reflex markers [J].
Josefsson, T ;
Nordh, E ;
Eriksson, PO .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 1996, 49 (02) :119-129
[8]   SNAKES - ACTIVE CONTOUR MODELS [J].
KASS, M ;
WITKIN, A ;
TERZOPOULOS, D .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1987, 1 (04) :321-331
[9]  
MILLER JV, 1991, COMP GRAPH, V25, P217, DOI 10.1145/127719.122742
[10]   A review of deformable surfaces: topology, geometry and deformation [J].
Montagnat, J ;
Delingette, H ;
Ayache, N .
IMAGE AND VISION COMPUTING, 2001, 19 (14) :1023-1040