基于Gabor滤波器的特征抽取技术

journal6 ›› 2006, Vol. 27 ›› Issue (5): 59-62.

基于Gabor滤波器的特征抽取技术

(1.吉首大学物理科学与信息工程学院，湖南吉首 416000；2.南京理工大学计算机系，江苏南京 210094)

出版日期:2006-09-25 发布日期:2012-06-29
作者简介:赵英男(1973-)，女，辽宁盖州人，吉首大学物理科学与信息工程学院讲师，博士，主要从事模式识别、数字图像处理等研究；杨静宇(1941-)，男，江苏南京人，南京理工大学计算机系教授，博导，主要从事模式识别、计算机视觉、智能机器人等研究.
基金资助:
国防基础研究项目(J1500C002)；湖南省教育厅科学研究项目(05C142)

Feature Extraction Techniques Based on Gabor Filters

(1.College of Physics Science & Information Engineering,Jishou University,Jishou 416000,Hunan China；2.Computer Department,Nanjing University of Science & Technology,Nanjing 210094,China)

Online:2006-09-25 Published:2012-06-29

摘要/Abstract

摘要：首先简介了2D Gabor函数，然后从样点的选取、Gabor滤波器参数设置、Gabor特征后处理等方面，综述基于Gabor滤波器的特征抽取技术，最后给出进一步的研究方向.

关键词： Gabor滤波, 特征抽取, Gabor特征

Abstract: First this paper introduces briefly 2D Gabor functions.Then it reviews the feature extraction techniques based on Gabor filters,including selection of sample points,parameters-setting of Gabor filter,postconditioning of Gabor features,and so on.Finally,it proposes further research directions.

Key words: Gabor filters, feature extraction, Gabor feature

赵英男, 杨静宇. 基于Gabor滤波器的特征抽取技术[J]. journal6, 2006, 27(5): 59-62.

ZHAO Ying-Nan, YANG Jing-Yu. Feature Extraction Techniques Based on Gabor Filters[J]. journal6, 2006, 27(5): 59-62.

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