Abstract
In this paper, a method to recover spatial information from single perspective 2-D views of 3-D planar faced objects is presented, which exploits the geometric constraints of central projection. Space junctions, that is the concurrences of three lines in a point in space, and angles have been considered as the main 3-D object descriptors. With respect to the approaches for determining the possible junction orientations reported in literature, analytical expressions to reduce the dimension of the solution space are derived, which can be useful to improve the 3- D object recognition process. A suitable database organization for efficient model retrieval is also proposed.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
T. Kanade, “Recovery of the Three-Dimensional Shape of an Object from a Single View”, Artificial Intelligence, Vol. 17, pp. 409–460, 1981.
A. P. Witkin, “Recovering surface shape and orientation from texture”, Artificial Intelligence, Vol. 17, pp. 17–45, 1981.
S. T. Barnard, “Interpreting Perspective Images”, Artificial Intelligence, Vol. 21, pp. 435–462, 1983.
R. Horaud, “New Methods for Matching 3-D Object with Single Perspective Views,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 9, N. 3, May 1987.
R. Consales, “Riconoscimento di oggetti tridimensionali basato sull’analisi di una singola vista prospettica”, Ph.D. Thesis, Dipartimento di Sistemi ed Informatica, Facoltà di Ingegneria, Università di Firenze, Italy, 1989-90.
R. Wang, H. Freeman, “The Use of Characteristic-View Classes for 3D Object Recognition,” in “Machine Vision for Three-Dimensional Scenes,” H. Freeman, ed., Academic Press, Inc., pp. 109-161, 1990.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1992 Springer Science+Business Media New York
About this chapter
Cite this chapter
Del Bimbo, A., Nesi, P., Consales, R. (1992). 3-D Object Recognition from Single Perspective Views. In: Arcelli, C., Cordella, L.P., di Baja, G.S. (eds) Visual Form. Springer, Boston, MA. https://doi.org/10.1007/978-1-4899-0715-8_20
Download citation
DOI: https://doi.org/10.1007/978-1-4899-0715-8_20
Publisher Name: Springer, Boston, MA
Print ISBN: 978-1-4899-0717-2
Online ISBN: 978-1-4899-0715-8
eBook Packages: Springer Book Archive