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  • 标题:A Neural Network Algorithm for Vectorization of 2D Maps
  • 本地全文:下载
  • 作者:H. Karabork ; B. Kocer ; I.O. Bildirici
  • 期刊名称:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
  • 印刷版ISSN:2194-9042
  • 电子版ISSN:2194-9050
  • 出版年度:2008
  • 卷号:XXXVII Part B2
  • 页码:473-480
  • 出版社:Copernicus Publications
  • 摘要:In the last twenty-five years a great number of vectorization methods were developed. In this paper we first give an overview about the most known methods, and then propose a vectorization algorithm based on Artificial Neural Network method. This algorithm is implemented by using C# programming language. Because distortions in size and location after vectorization are important for mapping applications, we tested our algorithm and software on a cadastral map. We also compared the results of our algorithm with the results of Sparse Pixel Vectorization (SPV) algorithm. Although SPV algorithm delivers better results, our algorithm also givesacceptable results, which are suitable for mapping purposes
  • 关键词:Spatial Information Sciences; Analysis; Artificial_Intelligence; Accuracy; CAD; Image; Information; Tracking
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