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Vision System for Image Recognition Based on Three-Dimensional Vector Patterns

Gridin V. N., Titov M. I., Truphanov M. I., Korostelev S. I.

Machine Graphics and Vision

2009

Vol. 18, No. 2

175-186

We introduce a vision system for object image recognition based on a three-dimensional vector pattern, which offers a possibility to solve a broad variety of problems connected with image recognition. We point out that the use of three-dimensional vector models as patterns enables substantial reduction in the memory costs and simplification of the learning process. In the paper we provide a description of the image recognition method implemented by the vision system, and propose the ways for its development.