A Novel Approach for Vehicle-logo Location Based on Edge Detection and Morphological Filter

  • Authors:
  • Wenju Li;Ling Li

  • Affiliations:
  • -;-

  • Venue:
  • ISECS '09 Proceedings of the 2009 Second International Symposium on Electronic Commerce and Security - Volume 01
  • Year:
  • 2009

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Abstract

Vehicle-logo location is a crucial step in vehicle-logo recognition system. In this paper, a novel approach of the vehicle-logo location based on edge detection and morphological filter is proposed.. Firstly, the approximate location of the vehicle-logo region is determined by the prior knowledge about the position of the vehicle-logo ; Secondly, the texture measure is defined to recognize the texture of the vehicle-logo background ; Then, vertical edge detection is executed for the vehicle-logo background with the horizontal texture and horizontal edge detection is implemented for the vehicle-logo background with the vertical texture; Finally, position of the vehicle-logo is located accurately by mathematical morphology filter. Experimental results show the proposed method is effective.