J4 ›› 2011, Vol. 24 ›› Issue (2): 51-55.

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Application of wavelet analysis based ant colony algorithm in image edge extraction

 ZHU Li-Qi, GAO Kang-Lin, GAO Ming-Jun   

  1. School of Computer Information Engineering,Shandong University of Finance,Jinan 250014, China
  • Received:2010-09-26 Online:2011-04-20 Published:2011-04-20

Abstract:

        Object edge, an important image characteristic, is quite significant in the processing and recognition of an image. Noise and multiple interferences overlaid in the acquisition of an image blur the edge of the image and impair the extraction effect. We therefore present an adaptive median filtering and wavelet decomposition and reconstruction based ant colony algorithm for edge extraction of an image in practice. Vast experiments show that the algorithm can well suppress noise and has better edge extraction effect.

Key words: daptive median filtering, wavelet decomposition and reconstruction, ant colony algorithm, edge extraction

CLC Number: 

  • TP31