Real-Time 3D Object Recognition for Automatic Tracker Initialization

  • Authors:
  • Affiliations:
  • Venue:
  • ISAR '01 Proceedings of the IEEE and ACM International Symposium on Augmented Reality (ISAR'01)
  • Year:
  • 2001

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Abstract

We propose a vision based real-time object recognitionsystem, that provides object identification and 3D positiondata for the automatic initialization of a 3D tracking system.A-priori information is generated using the models ofobjects which may be present in the image. During recognitionthis data is accessed, using the position of cornerfeatures in the video image for indexing. A voting scheme isused to recognize objects and their positions in a single run.Upon recognition, a 3D object tracker can be automaticallyprovided with initialization data.