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Proceedings Paper

Three-dimensional region matching and tracking in a long binocular image sequence
Author(s): K. Kaoula; M. Benjelloun; Bernard Dubuisson
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Paper Abstract

In this paper, a new approach to the tracking and matching processes is proposed. These two usually distinct operations are merged into a single one. The two binocular image sequences are seen as being a unique entity. This is done by using a clustering-based approach. We discuss about the determination of the best fitted invariant 3D region descriptors and the corresponding feature space. An optimal configuration of the binocular system is deduced from these considerations. This tracking and matching strategy allows the simultaneous processing of 2 X N binocular frames and the handling of occlusions phenomena and nonrigid motion segmentation and object deformation.

Paper Details

Date Published: 22 October 1993
PDF: 11 pages
Proc. SPIE 2094, Visual Communications and Image Processing '93, (22 October 1993); doi: 10.1117/12.157871
Show Author Affiliations
K. Kaoula, Institut National des Telecommunications (France)
M. Benjelloun, Institut National des Telecommunications (France)
Bernard Dubuisson, Univ. de Technologie de Compiegne (France)

Published in SPIE Proceedings Vol. 2094:
Visual Communications and Image Processing '93
Barry G. Haskell; Hsueh-Ming Hang, Editor(s)

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