• DocumentCode
    3432911
  • Title

    A novel method based on lines clustering for extracting multi-ROI in images with simple background

  • Author

    He Jun ; Sun Bo ; Yu Lejun

  • Author_Institution
    Coll. of Inf. Sci. & Technol., Beijing Normal Univ., Beijing, China
  • fYear
    2011
  • fDate
    3-5 Aug. 2011
  • Firstpage
    441
  • Lastpage
    444
  • Abstract
    Since application of target recognition is mostly used in multi-object images, extracting interested objects efficiently is much necessary. Taking account of non-curve but regular-shaped objects on simple background, the authors have proposed a novel method based on lines clustering for extracting multi-ROI. Steps of the method have been demonstrated in the article. Experimental data have also given and proved the method effective and practical.
  • Keywords
    feature extraction; image segmentation; object detection; pattern clustering; shape recognition; line clustering; multiROI extraction; multiobject images; simple background; target recognition; Data mining; Educational institutions; Feature extraction; Filtering; Image edge detection; Image segmentation; Information science; Sobel operator; clustering lines; line extraction; line filter; line refinement; multi-ROI extraction; simple background;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2011 6th International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-9717-1
  • Type

    conf

  • DOI
    10.1109/ICCSE.2011.6028674
  • Filename
    6028674