• DocumentCode
    478760
  • Title

    A Method of Debris Image Segmentation Based on SVM

  • Author

    Tian, Xianzhong ; Hu, Tongsen

  • Author_Institution
    Inf. Eng. Coll., Zhejiang Univ. of Technol., Hangzhou
  • Volume
    1
  • fYear
    2006
  • fDate
    20-24 June 2006
  • Firstpage
    307
  • Lastpage
    311
  • Abstract
    This paper realizes debris image segmentation using SVM. First we consider image segmentation as a pixel classification problem, and then build a SVM to solve the classification problem. Meanwhile we try to lower dimension in SVM, and select a proper kernel function and kernel parameter. At last we compare the image segmentation result using SVM with using BP network
  • Keywords
    backpropagation; image classification; image segmentation; support vector machines; BP network; SVM; debris image segmentation; kernel function; kernel parameter; pixel classification problem; support vector machine; Educational institutions; Entropy; Histograms; Hydrogen; Image segmentation; Iron; Kernel; Pixel; Support vector machine classification; Support vector machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
  • Conference_Location
    Hanzhou, Zhejiang
  • Print_ISBN
    0-7695-2581-4
  • Type

    conf

  • DOI
    10.1109/IMSCCS.2006.13
  • Filename
    4673566
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=478760