• DocumentCode
    655377
  • Title

    A Novel Algorithm for Image Compression and Pattern Matching

  • Author

    Shamna, P. ; Tripti, C. ; Augustine, Paul

  • Author_Institution
    Dept. of Comput. Sci., Rajagiri Sch. of Eng. & Technol., Kochi, India
  • fYear
    2013
  • fDate
    29-31 Aug. 2013
  • Firstpage
    224
  • Lastpage
    227
  • Abstract
    The development in communication and use of multimedia applications has created a remarkable demand for robust ways to store and transmit large databases of images. The current communication system demands compression techniques to store and transmit data in an apposite manner. Compression schemes for images can be used to manage data of high sensitivity with less computational complexity. In this paper we suggest a novel algorithm for image compression and pattern matching called Difference Component Analysis (DCA). DCA extract the most relevant image feature components that identify the image. The DCA is based on the premise that matching images have minimal difference components. The experiment on DCA is done using more than 1000 human face images. The results show that the image can be compressed to a single decimal value and uses less computational steps. The concept can be applied for pattern recognition encryption techniques.
  • Keywords
    computational complexity; cryptography; data compression; image coding; image matching; communication system; computational complexity; difference component analysis; image compression; multimedia applications; pattern matching; pattern recognition encryption; Bandwidth; Databases; Encryption; Face; Image coding; Pattern matching; Training; Encryption; Image Compression; Image Processing; Pattern Matching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Computing and Communications (ICACC), 2013 Third International Conference on
  • Conference_Location
    Cochin
  • Type

    conf

  • DOI
    10.1109/ICACC.2013.52
  • Filename
    6686376