Infrared Image Multi-Scale Recognition Based on Gabor Wavelet

摘要：

The aim of this paper is to construct an image recongnition system based on Gabor wavelets for infrared image. An enhanced representation of the Gabor wavelets is proposed, in which the properties of Gaussian mask in Gabor wavelets is developed to enhance the envelope function, and simultaneously the parameters of the filter based on Gabor wavelets is designed depengding on the frequency response of the training images. Some experiments including infrared image recognitions are given. The good performances are verified through using the proposed scheme in this paper.

关键词： image recongnition system parameter Gabor wavelet envelope function

作者: Hongbo Wang Guocheng Sheng

作者单位: Research Center of Electromechanical Technology, Zhejiang Normal University, Jinhua, China

会议类型: 国际会议

会议名称: 2010 International Conference on Advanced Mechanical Engineering(2010年先进机械工程国际学术会议 AME 2010)

会议地点: 洛阳

会议语种:英文

页码: 1163-1167

在线出版日期: 2010-09-04（万方平台首次上网日期，不代表论文的发表时间）