A portable modular system for automatic acquisition of 3-D objects

IEEE Transactions on Instrumentation and Measurement

Volumn 49, Issue 5, 2000, Pages 1128-1136

  Borghese, N Alberto ^a,b   Ferrari, Stefano ^c  

^a IEEE   (Italy)

^b CNR   (Italy)

^c POLITECNICO DI MILANO   (Italy)

Author keywords

Modular architectures; Multiresolution; Neural networks; Radial basis functions; Range data; Real time; Scanner 3 D

Indexed keywords

ADAPTIVE ALGORITHMS; ANALOG TO DIGITAL CONVERSION; COLOR IMAGE PROCESSING; COMPUTER AIDED DESIGN; DATA ACQUISITION; IMAGE ENHANCEMENT; IMAGE RECONSTRUCTION; NEURAL NETWORKS; PARALLEL PROCESSING SYSTEMS; PHOTOGRAMMETRY; THREE DIMENSIONAL COMPUTER GRAPHICS; VIDEO CAMERAS;

MODULAR SYSTEM; MULTIRESOLUTION; RADIAL BASIS FUNCTIONS; RANGE DATA; THREE DIMENSIONAL SCANNER;

SCANNING;

EID: 0034297536     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/19.872942     Document Type: Article

References (33)

1. M. Petrov, A. Talapov, T. Robertson, A. Lebedev, A. Zhilayaev, and L. Polonskiy, "Optical 3-D digitisers: Bringing life to the virtual world," IEEE Comput. Graph. Appl., vol. 18, no. 3, pp. 28-37, 1998.
2. H. Urban, "Ultrasonic imaging for industrial scene analysis," in Sensor Devices and System for Robotics, ser. NATO ASI Series, Computer and System Sciences, A. Casals, Ed. New York: Springer-Verlag, 1989, vol. 52, pp. 187-194.
3. N. A. Borghese, G. Ferrigno, G. Baroni, R. Savarè, S. Ferrari, and A. Pedotti, "AUTOSCAN: A flexible and portable scanner of 3-D surfaces," IEEE Comput. Graph. Appl., vol. 18, no. 3, pp. 2-5, May/June 1998.
4. G. Ferrigno and A. Pedotti, "Modularly expansible system for real-time processing of a TV display, useful in particular for the acquisition of coordinates of known shapes objects," U.S. Patent 4 706 296, 1990.
5. E. Gagnon and J. F. Rivest, "Laser range imaging using the self-mixing effect in a laser diode," IEEE Trans. Instrum. Meas., vol. 48, no. 3, pp. 693-699, 1999.
6. N. A. Borghese, M. Di Rienzo, G. Ferrigno, and A. Pedotti, "Elite: A goal-oriented vision system for moving objects detection," Robotica, vol. 9, pp. 275-282, 1990.
7. N. A. Borghese and P. Cerveri, "Calibrating a video camera pair with a rigid bar," Pattern Recognit., vol. 33, no. 1, pp. 81-95, 2000.
8. K. Waters and D. Terzopoulos, "Modeling and animating faces using scanned data," J. Vis. Comput. Animat., vol. 2, pp. 123-128, 1991.
9. D. Terzopoulos and D. Metaxas, "Dynamic 3-D models with local and global deformations: Deformable superquadrics," IEEE Trans. Pattern Anal. Machine Intell., vol. 13, pp. 703-714, July 1991.
10. Y. Lee, D. Terzopoulos, and K. Waters, "Realistic modeling for facial animation," in Proc. SIGGRAPH 95, Los Angeles, CA, August 1995, pp. 55-62.
11. F. Pighin, J. Hecker, D. Lischinski, R. Szeliski, and D. H. Salesin, "Synthesizing realistic facial expressions from photographs," in Computer Graphics Proceedings, ser. Annual Conf. Series: ACM SIGGRAPH, 1998, pp. 151-160.
12. R. Mencl and H. Müller, "Interpolation and approximation of surfaces from three-dimensional scattered data points," in Eurographics '98 State of the Art Reports, Lisbon, Portugal, 1998, pp. 51-67.
13. T. Kohonen, Self-Organizing Maps. New York: Springer-Verlag, 1995.
14. A. Baader and G. Hirzinger, "Three-dimensional surface reconstruction based on self-organizing feature map," in Proc. 6th Int. Conf. Advan. Robotics, Tokio, 1993, pp. 273-278.
15. V. K. Krishnamurthy and M. Levoy, "Fitting smooth surfaces to dense polygonal meshes," in Computer Graphics Proceedings, ser. Annual Conf. Series: ACM SIGGRAPH, 1995, pp. 151-160.
16. D. De Carlo and D. Metaxas, "Shape evolution with structural and topological changes using blending," IEEE Trans. Pattern Anal. Machine Intell., vol. 20, pp. 312-324, Nov. 1998.
17. N. A. Borghese and S. Ferrari, "Hierarchical RBF networks and local parameters estimate," Neurocomputing, vol. 19, pp. 259-283, 1998.
18. C. Dorai, G. Wang, and A. K. Jain, "Registration and integration of multiple object views for 3-D model construction," IEEE Trans. Pattern Anal. Machine Intell., vol. 20, no. 1, pp. 83-89, Jan. 1998.
19. T. Poggio and F. Girosi, "Regularization algorithms for learning that are equivalent to multilayer networks," Science, vol. 247, pp. 978-981, 1990.
20. N. A. Borghese and S. Ferrari, "Automatic acquisition of 3-D objects through portable modular system," Proc. IMTC, vol. 3, pp. 1823-1827, 1999.
21. S. Lee, G. Wolberg, and S. Y. Shin, "Scattered data interpolation with multilevel B-splines," IEEE Trans. Visualization and Computer Graphics, vol. 33, no. 3, pp. 228-244, July-September 1997.
22. S. G. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 674-493, July 1989.
23. N. A. Borghese, M. Maggioni, and S. Ferrari, "Multi-scale approximation with hierarchical radial basis functions networks," Dept. Electronics and Information, Politecnico of Milano, Tech. Rep. 99-67, 1999.
24. P. S. Heckbert and M. Garland, "Survey of polygonal surface simplification algorithms," Carnegie Mellon Univ., Pittsburgh, PA, Tech. Rep., 1997.
25. F. Weinhaus and V. Devarajan, "Texture mapping 3-D models of realworld scenes," ACM Comput. Surv., vol. 29, no. 4, pp. 325-365, 1997.
26. P. Rigiroli, "Sistema per acquisizione di modelli 3-D di volti umani e loro animazione ad alto grado di realismo mediante motion-capture," Laurea thesis, Dept. Elect. Inform., Politec. Milano, Italy, 2000.
27. F. Bernardini, J. Mittleman, C. Silva, and G. Taubin, "The ball-pivoting algorithm for surface reconstruction," IEEE Trans. Comput. Graph., vol. 5, no. 4, pp. 349-362, 1999.
28. N. A. Borghese and G. Ferrigno, "An algorithm for 3-D automatic movement analysis by means of standard tvcameras," IEEE Trans. Biomed. Eng., vol. 37, pp. 1221-1225, 1990.
29. J. Oliensis, "Rigorous bounds for two-frame structure from motion," in Proc. ECCV '96, LNCS-Series. Berlin, Germany: Springer-Verlag, 1996, vol. 1065, pp. 184-195.
30. A. Cohen, "Biorthogonal wavelets," in Wavelets: A Tutorial in Theory and Applications, C. K. Chu, Ed. New York: Academic, 1992.
31. H. Hoppe, "Surface reconstruction from unorganized points," Ph.D. dissertation, Dept. Comput. Sci. Eng., Univ. Washington, Seattle, June 1994.
32. P. E. Debevec, C. J. Taylor, and J. Malik, "Modeling and rendering architecture from photographs: A hybrid geometry- and image-based approach," in Computer Graphics Proceedings, ser. Annual Conf. Series: ACM SIGGRAPH, 1995, pp. 151-160.
33. R. A. Dwyer, "A faster divide-and-conquer algorithm for constructing the Delaunay triangulation," Int. J. Comput. Inform. Sci., vol. 9, no. 3, pp. 219-242, 1997.