Curve and Surface Duals and the Recognition of Curved 3D Objects from their Silhouettes
Issue Title: Special Issue on Computer Vision Research at the Beckman Institute of Advanced Science and Technology This article addresses the problem of recognizing a solid bounded by a smooth surface in a single image. The proposed approach is based on a new representation for two- and three-dimens...
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| Veröffentlicht in: | International journal of computer vision 2004-06, Vol.58 (1), p.73-86 |
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| container_title | International journal of computer vision |
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| creator | Sethi, Amit Renaudie, David Kriegman, David Ponce, Jean |
| description | Issue Title: Special Issue on Computer Vision Research at the Beckman Institute of Advanced Science and Technology This article addresses the problem of recognizing a solid bounded by a smooth surface in a single image. The proposed approach is based on a new representation for two- and three-dimensional shapes, called their signature, that exploits the close relationship between the dual of a surface and the dual of its silhouette in weak-perspective images. Objects are modeled by rotating them in front of a camera without any knowledge of or constraints on their motion. The signatures of their silhouettes are concatenated into a single object signature. To recognize an object from novel viewpoint other than those used during modeling, the signature of the contours extracted from a test photograph is matched to the signatures of all modeled objects signatures. This approach has been implemented, and recognition examples are presented.[PUBLICATION ABSTRACT] |
| doi_str_mv | 10.1023/B:VISI.0000016148.08046.fc |
| format | Article |
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| ispartof | International journal of computer vision, 2004-06, Vol.58 (1), p.73-86 |
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| language | eng |
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| source | SpringerNature Journals |
| subjects | Signatures |
| title | Curve and Surface Duals and the Recognition of Curved 3D Objects from their Silhouettes |
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