[1]黄修武,郭跃飞,杨静宇.基于代数方法的图像特征抽取和识别[J].南京理工大学学报(自然科学版),1998,(01):5-9.
　Huang Xiuwu Guo Yuefei Yang Jingyu.Image Feature Extraction and Recognition Based on Algebraic Method[J].Journal of Nanjing University of Science and Technology,1998,(01):5-9.
点击复制

基于代数方法的图像特征抽取和识别()
分享到：

《南京理工大学学报》（自然科学版）[ISSN:1005-9830/CN:32-1397/N]

卷:
期数:
1998年01期
页码:
5-9
栏目:
出版日期:
1998-02-28

文章信息/Info

Title:
Image Feature Extraction and Recognition Based on Algebraic Method
作者:
黄修武; 郭跃飞; 杨静宇
南京理工大学信息学院, 南京210094
Author(s):
Huang Xiuwu Guo Yuefei Yang Jingyu
School of Information, NUST, Nanjing 210094
关键词:
人脸识别;  特征抽取;  模式识别;  代数特征
Keywords:
human facial recognition;  feature ex t ract ion;  pat tern reco gnit ion;  algebraic feature
分类号:
TP391.4,O235
摘要:
该文对文献［３］中的相似度计算进行了改进，用低维矩阵替代高维矩阵进行计算。先证明没有改变原有图像矩阵的相似度。然后用新方法和原方法解决一组人脸图像识别问题。实验结果表明，新方法大大减少了计算量，又能保持稳定的识别率，具有较高的识别效果。
Abstract:
T his paper impro ves the similarity of matr ices proposed by refer ence [ 3] , replaced hig h-or der mat rix by low -order matr ix , to reduce calculat ion. First w e pro ve that the similarity of orig inal image mat rices is kept . T hen the new method is used to solv e the recog nit ion o f human facial images. Ex perimental result s hav e show n that compar ed w ith reference[ 3] , the method is effect ive, and of fers hig h reco gnizability.

参考文献/References:

1　M ov ger a S D, Datta L. T ow ar d a fundamental theo ry o f optimal feature selection: Part Ⅰ.IEEE Patter n Anal and Ma ch Intel, 1981, 6( 5) : 601～616
2 　Hong Z Q. Alg ebr aic fea ture ex tr actio n of imag e fo r recog nition. Patt ern Reco gnit ion,1991, 24( 3) : 211～219
3　程永清, 庄永明, 杨靖宇. 基于矩阵相似度的图像特征抽取和识别. 计算机研究与发展,1992, 11: 42～48

相似文献/References:

[1]程勇,赵春霞,王欢,等.基于NSCT和SQI的光照不变量及人脸识别[J].南京理工大学学报(自然科学版),2010,(04):425.
　CHENG Yong,ZHAO Chun-xia,WANG Huan,et al.Illumination Invariant and Face Recognition Based on NSCT and SQI[J].Journal of Nanjing University of Science and Technology,2010,(01):425.
[2]范燕,於东军,宋晓宁,等.镜像基函数下过渡投影子空间人脸特征抽取算法[J].南京理工大学学报(自然科学版),2012,36(06):0.
　FAN Yan,YU Dong jun,SONG Xiao ning,et al.Face Feature Extraction Approach of Projective Transition Subspace Based on Basis Function of Mirror Symmetry[J].Journal of Nanjing University of Science and Technology,2012,36(01):0.
[3]杨章静,刘传才,顾兴健,等.依概率分类的保持投影及其在人脸识别中的应用[J].南京理工大学学报(自然科学版),2013,37(01):7.
　Yang Zhangjing,Liu Chuancai,Gu Xingjian,et al.Probabilistic classification preserving projections and its application to face recognition[J].Journal of Nanjing University of Science and Technology,2013,37(01):7.
[4]杨健,杨静宇,刘宁钟.统计不相关最优鉴别分析的理论与算法[J].南京理工大学学报(自然科学版),2002,(02):179.
　YangJian YangJingyu LiuNingzhong.Theory and Algorithm of Uncorrelated Optimal Discriminant Analysis[J].Journal of Nanjing University of Science and Technology,2002,(01):179.
[5]赵海涛,金忠.一种改进的最佳鉴别平面[J].南京理工大学学报(自然科学版),2000,(01):88.
　ZhaoHaitao JinZhong.An Improved Optimal Discriminant Plane[J].Journal of Nanjing University of Science and Technology,2000,(01):88.
[6]杨静宇,金忠,郭跃飞.人脸图像有效鉴别特征抽取与识别[J].南京理工大学学报(自然科学版),2000,(03):193.
　YangJingyu JinZhong GuoYuefei.Efficient Discriminant Feature Extraction and Recognition of Face Images[J].Journal of Nanjing University of Science and Technology,2000,(01):193.
[7]杨亦春,张文慧,程翔,等.声引信目标信号过零率分布研究[J].南京理工大学学报(自然科学版),2000,(03):249.
　YangYichun ZhangWenhui ChengXiang ChenQinsheng.A Study on Distribution of Zero-pass Ratio of Acoustic Fuze Target Signal[J].Journal of Nanjing University of Science and Technology,2000,(01):249.
[8]林昌,康泰兆.基于自组织特征映射的矢量量化方法[J].南京理工大学学报(自然科学版),1999,(05):393.
　Lin Chang Kang Taizhao.A SOFM Algorithm for Vector Quantizing[J].Journal of Nanjing University of Science and Technology,1999,(01):393.
[9]黄修武,杨静宇,郭跃飞,等.一种新颖的分组决策方法及其应用[J].南京理工大学学报(自然科学版),1999,(06):481.
　HuangXiuwu YangJingyu GuoYuefei JingXiaoyuan.A Novel Method of Grouped Decision and Its Application[J].Journal of Nanjing University of Science and Technology,1999,(01):481.
[10]郭跃飞,姜志华,杨静宇,等.一种新的代数特征抽取方法及人脸识别[J].南京理工大学学报(自然科学版),1997,(05):7.
　GuoYuefei JiangZhihua YangJingyu WuYongge HuangXiuwu.A Novel Algebraic Feature Extraction Method and Facial Recognition[J].Journal of Nanjing University of Science and Technology,1997,(01):7.

备注/Memo

备注/Memo:
国家自然科学基金,国家教委博士点基金
黄修武　男　33 岁　博士生
更新日期/Last Update: 2013-03-29