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10.1109/ICPR.2010.674guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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Optical Rails: View-Based Track Following with Hemispherical Environment Model and Orientation View Descriptors

Published: 23 August 2010 Publication History

Abstract

We present a purely view-based method for robot navigation along a prerecorded track using compact omni directional view-descriptors. This paper focuses on a new model for the navigation environment to determine the steering direction by efficient holistic comparison of views. The concept of view descriptors based on low-order expansion of local orientation vectors into spherical harmonic basis functions is augmented by a linear illumination model, providing discriminative view matching also under illumination changes.

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cover image Guide Proceedings
ICPR '10: Proceedings of the 2010 20th International Conference on Pattern Recognition
August 2010
4662 pages
ISBN:9780769541099

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IEEE Computer Society

United States

Publication History

Published: 23 August 2010

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  1. illumination invariance
  2. omnidirectional view-based path-following
  3. robot navigation
  4. topological navigation

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