An active stereoscopic system for iterative 3D surface reconstruction

For most traditional active 3D surface reconstruction methods, a common feature is that the object surface is scanned uniformly, so that the final 3D model contains a very large number of points, which requires huge storage space, and makes the transmission and visualization time-consuming. A post-process then is necessary to reduce the data by decimation. In this paper, we present a newly active stereoscopic system based on iterative spot pattern projection. The 3D surface reconstruction process begins with a regular spot pattern, and then the pattern is modified progressively according to the object’s surface geometry. The adaptation is controlled by the estimation of the local surface curvature of the actual reconstructed 3D surface. The reconstructed 3D model is optimized: it retains all the morphological information about the object with a minimal number of points. Therefore, it requires little storage space, and no further mesh simplification is needed.

[1]  C.-C. Jay Kuo,et al.  Estimating Gaussian curvatures from 3D meshes , 2003, IS&T/SPIE Electronic Imaging.

[2]  Werner Jüptner,et al.  Accurate procedure for the calibration of a structured light system , 2004 .

[3]  Gershon Elber,et al.  A comparison of Gaussian and mean curvatures estimation methods on triangular meshes , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[4]  N. B. Goldstein,et al.  Comparison of four-point adding algorithms for Delaunay-type three dimensional mesh generators , 1991 .

[5]  Horst A. Beyer,et al.  System Calibration Through Self-Calibration , 2001 .

[6]  Dorian Garcia,et al.  Accurate Calibration of a Stereovision Sensor: Comparison of Different Approaches , 2000, VMV.

[7]  D. Levin,et al.  Optimizing 3D triangulations using discrete curvature analysis , 2001 .

[8]  W. Krattenthaler,et al.  3D-surface measurement with coded light approach , 1994 .

[9]  R. Horaud,et al.  Vision par ordinateur: outils fondamentaux , 1995 .

[10]  Franck Marzani,et al.  Calibration of an LCD projector with pinhole model in active stereovision applications , 2004, SPIE Optics East.

[11]  Joaquim Salvi,et al.  Recent progress in coded structured light as a technique to solve the correspondence problem: a survey , 1998, Pattern Recognit..

[12]  Lyuba Alboul,et al.  Discrete curvatures and Gauss maps for polyhedral surfaces , 2005, EuroCG.

[13]  Bruce G. Batchelor Two-And Three-Dimensional Vision Systems for Inspection, Control and Metrology , 2004 .

[14]  Martin Isenburg,et al.  Large mesh simplification using processing sequences , 2003, IEEE Visualization, 2003. VIS 2003..