• DocumentCode
    596661
  • Title

    Research on 3D attributes extraction from cloth 2D picture

  • Author

    Beibei Li ; Zhihong Zhao

  • Author_Institution
    Shanghai Second Polytech. Univ., Shanghai, China
  • fYear
    2012
  • fDate
    18-20 Oct. 2012
  • Firstpage
    637
  • Lastpage
    640
  • Abstract
    The cloth 2D contour animations are capable of being realized by both of the curve fitting method and the cftool box in Matlatb software platform. The comparison of these animations will build solid foundation of the cloth later 3D attributes extraction and simulation. Secondly, several pictures 3D attributes extraction is considered. When 3D attributes extracted from a series of cloth 2D images, key points should be sampled in their corresponding gray images. The z-coordinates values of such key points may be defined by their individual gray values. For each cloth 2D image, its 3D geometrical features can be analyzed and extracted with mathematical modeling algorithms. Similar to the cloth 2D contour animations, the objective curves here may also be fit by two kinds of techniques, such as an interpolated fitting method and the Sftool box. Compared with the two corresponding results, the better is selected as the final 3D simulation result. According to the coordinate information of the sampled feature points, and using a geometric method of plane, the capture position angles relationship of the continuously given cloth images may be calculated, with which the final capture angle is achieved.
  • Keywords
    clothing; computational geometry; computer animation; curve fitting; digital simulation; feature extraction; interpolation; 2D image; 3D attributes extraction; 3D geometrical features; 3D simulation result; Matlab software platform; Sftool box; capture angle; cftool box; cloth 2D contour animations; cloth 2D picture; curve fitting method; gray images; interpolated fitting method; plane geometric method; z-coordinates values; Algorithm design and analysis; Animation; Feature extraction; Fitting; Mathematical model; Polynomials; Solid modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computational Intelligence (ICACI), 2012 IEEE Fifth International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4673-1743-6
  • Type

    conf

  • DOI
    10.1109/ICACI.2012.6463243
  • Filename
    6463243