• DocumentCode
    2551748
  • Title

    Identifying corners of clothes using image processing method

  • Author

    Hou, Yew Cheong ; Sahari, Khairul Salleh Mohamed

  • Author_Institution
    Dept. of Mech. Eng., Univ. Tenaga Nasional, Kajang, Malaysia
  • fYear
    2010
  • fDate
    15-17 June 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper presents a method to identify the edges and corners of clothes in an image using image processing methods. In clothes manipulation, it is important for the GUI program to identify the shape of clothes before spreading and folding. The first step for clothes manipulation is that the robot needs to grab two real corners so the clothes can be spread easily. The computer vision system becomes an important part in finding the corner of clothes. With the help of image processing, the corner of clothes can be identified for the robot to spread and fold the clothes. This method to identify the corner of clothes in the image is by applying certain image processing methods. Some basic morphological operations are used to filter the image captured in order to reduce the noise and disturbance and also extract the essential data from the image for further processing. The purpose of using this method is to identify the pixel in the image which is potentially represented as a corner of the clothes and become a starting point for the robot in clothes manipulation.
  • Keywords
    clothing; feature extraction; graphical user interfaces; industrial manipulators; clothes corner identification; clothes edge identification; clothes manipulation; computer vision system; data extraction; graphical user interface; image processing method; Detection algorithms; Image color analysis; Image edge detection; Pixel; Robots; Shape; background elimination; deformable object; edges and corners of the clothes; erosion and dilation; greyscale image;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent and Advanced Systems (ICIAS), 2010 International Conference on
  • Conference_Location
    Kuala Lumpur, Malaysia
  • Print_ISBN
    978-1-4244-6623-8
  • Type

    conf

  • DOI
    10.1109/ICIAS.2010.5716202
  • Filename
    5716202