A CAD-based computer vision system

A vision system for recognizing rigid and articulated three-dimensional objects in two-dimensional images is described. Geometrical models are extracted from a commercial computer aided design package. The models are then augmented with appearance and functional information which improves the system...

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Veröffentlicht in:Image and vision computing 1998-06, Vol.16 (8), p.533-539
Hauptverfasser: Byne, J.H.M., Anderson, J.A.D.W.
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container_title Image and vision computing
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creator Byne, J.H.M.
Anderson, J.A.D.W.
description A vision system for recognizing rigid and articulated three-dimensional objects in two-dimensional images is described. Geometrical models are extracted from a commercial computer aided design package. The models are then augmented with appearance and functional information which improves the system's hypothesis generation, hypothesis verification, and pose refinement. Significant advantages over existing CAD-based vision systems, which utilize only information available in the CAD system, are realized. Examples show the system recognizing, locating, and tracking a variety of objects in a robot work-cell and in natural scenes.
doi_str_mv 10.1016/S0262-8856(98)00100-0
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source Elsevier ScienceDirect Journals
subjects Appearance-based vision
Applied sciences
Artificial intelligence
CAD-based vision
Computer aided design
Computer science
control theory
systems
Exact sciences and technology
Functional knowledge
Operational research and scientific management
Operational research. Management science
Pattern recognition. Digital image processing. Computational geometry
Software
Target location and tracking
title A CAD-based computer vision system
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