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10.1109/IITA.2008.131guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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An Obstacle Segmentation Approach in ALV System

Published: 20 December 2008 Publication History
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  • Abstract

    In ALV system, obstacle detection algorithm is one of the most important research fields and obstacle segmentation is a key factor in obstacle detection approaches. In this paper, a simple and fast segmentation approach is proposed for ALV system based on binocular stereo vision. Firstly, a simple method is applied to binarize the images by the defined binarization function; Secondly, in order to save the computation time of gray mean of pixels in squared window, the method of reduce the redundant computation is applied in our algorithm; Lastly, in order to avoid the affection of inner region of obstacle objects, the outer contour tracing algorithm is applied to get the outer contour of likely obstacle in binarized images, as a result, the likely obstacle objects are segmented. Several images captured from ALV system is used to test the proposed algorithm, the result indicate that the approach is valid and feasible.

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          cover image Guide Proceedings
          IITA '08: Proceedings of the 2008 Second International Symposium on Intelligent Information Technology Application - Volume 02
          December 2008
          1085 pages
          ISBN:9780769534978

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          IEEE Computer Society

          United States

          Publication History

          Published: 20 December 2008

          Author Tags

          1. Binarization
          2. Outer contour
          3. Segmentation
          4. obstacle detection

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