• Title of article

    Fuzzy automata system with application to target recognition based on image processing

  • Author/Authors

    Qing-E Wua، نويسنده , , b، نويسنده , , ?، نويسنده , , Xue-Min Pangc، نويسنده , , Zhen-Yu Hana، نويسنده ,

  • Issue Information
    دوماهنامه با شماره پیاپی سال 2011
  • Pages
    11
  • From page
    1267
  • To page
    1277
  • Abstract
    In order to get better image processing and target recognition, this paper presents a fuzzy automata system to target recognition. The system first performs image processing, and then accomplishes the target recognition. The system consists of four parts: image preprocessing, feature extraction, target matching and experiment. Compared with existing approaches, this paper uses both global features and local features of the target image, and carries out target recognition by using a fuzzy automata system. Simulation results show that the correct recognition rate based on the fuzzy automata system for target recognition is higher at 94.59%, an improvement on an average of 29.24%, compared to other existing approaches. Finally, some directions for future research are described.
  • Keywords
    Wavelet transform , Fuzzy automata (FA) , Target recognition , Image processing
  • Journal title
    Computers and Mathematics with Applications
  • Serial Year
    2011
  • Journal title
    Computers and Mathematics with Applications
  • Record number

    921913