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Proceedings Paper

Active 3D modeling by recursive viewpoint selection based on symmetry
Author(s): Kazunori Yoshida; Hiromi T. Tanaka; Jun Ohya; Fumio Kishino
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Paper Abstract

This paper proposes a new method for creating 3D models of objects efficiently from the silhouettes of objects in images acquired by an active camera whose viewpoints are selected recursively based on symmetry planes of the observed silhouettes. In the proposed method, to obtain the initial view point, we use the assumption that an object takes a stable pose under the influence of gravity by having a symmetry plane to which the direction of gravity is constrained. We choose a point in the direction of the gravity as the initial viewpoint. Then, the new view points are determined based on information about the symmetry plane, where the symmetry plane is obtained from the center of gravity and the axis of inertia of the observed silhouette. This process is repeated until no new view point is selected. Then, the 3D shape of the object is reconstructed by processing voxel data based on the silhouette information acquired at the selected view points. Finally, textures acquired by the observations are mapped to the reconstructed 3D shape. We present some experimental results that show the effectiveness of the proposed method.

Paper Details

Date Published: 3 October 1995
PDF: 11 pages
Proc. SPIE 2588, Intelligent Robots and Computer Vision XIV: Algorithms, Techniques, Active Vision, and Materials Handling, (3 October 1995); doi: 10.1117/12.222684
Show Author Affiliations
Kazunori Yoshida, ATR Communication Systems Research Labs. (Japan)
Hiromi T. Tanaka, Ritsumeikan Univ. (Japan)
Jun Ohya, ATR Communication Systems Research Labs. (Japan)
Fumio Kishino, ATR Communication Systems Research Labs. (Japan)


Published in SPIE Proceedings Vol. 2588:
Intelligent Robots and Computer Vision XIV: Algorithms, Techniques, Active Vision, and Materials Handling
David P. Casasent, Editor(s)

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