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  • 标题:Road Detection Using Classification Algorithms
  • 其他标题:Road Detection Using Classification Algorithms
  • 本地全文:下载
  • 作者:Şafak Altay Açar ; Şafak Bayır
  • 期刊名称:Journal of Computers
  • 印刷版ISSN:1796-203X
  • 出版年度:2015
  • 卷号:10
  • 期号:3
  • 页码:147-154
  • DOI:10.17706/jcp.10.3.147-154
  • 出版社:Academy Publisher
  • 摘要:In this study, we present a road detection method. Proposed method consists of two phases. In the first phase, a binary image is obtained by utilizing greyscale transformation and thresholding processes. In the second phase, K-Nearest Neighbours and Naive Bayes classifiers are applied on image by utilizing colour features. Road and non-road regions are determined and these two classifiers are compared with each other. Google Maps satellite images are used since they are easily accessible on the Internet. C# based software is developed for realizing and testing the methods mentioned above.
  • 其他关键词:K-nearest neighbours, naive bayes, road detection.
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