[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.
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基于代数方法的图像特征抽取和识别()
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《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

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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