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一种基于特征串比较的眉毛识别方法

Keywords: 生物特征识别,身份鉴别,特征串,眉毛识别

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Abstract:

为了对眉毛这种新颖的生物特征开展识别研究,提出了一种基于特征串比较的眉毛识别方法,其基本思想是采用离散傅里叶变换和K-均值算法进行特征串提取,并通过计算2个眉毛特征串之间的编辑距离来确定所识别的候选人.在22人的小规模眉毛图像数据库上所做的6组实验表明。该方法均达到了95.45%或100%的识别正确率,从而验证了眉毛识别用于个人身份鉴别的可能性和有效性.

References

[1]  SHEN W,MARC S,RAJIV K.Evaluation of automated biometrics-based identification and verification systems[J].Pro- ceedings of the IEEE,1997,85(9):1464-1478.
[2]  张晓华,山世光,曹波,等.CAS-PEAL大规模中国人脸图像数据库及其基本评测介绍[J].计算机辅助设计与图形学学报,2005,17(1):9-17.ZHAND Xiao-hua,SHAN Shi-guang,CAO Bo,et al.CAS-PEAL:a large-scale chinese face database and some primary e- valuations[J].Journal of Computer Aided Design & Computer Graphics,2005,17(1):9-17.(in Chinese)
[3]  DAUGMAN J G.High confidence visual recognition of persons by a test of statistical independence[J ].IEEE Transactions on Pattern Analysis and Machine Intelligence,1993,13(11):1148-1161.
[4]  BOLES W,BOASHAH B.A human identification technique using images of the iris and wavelet transform[J].IEEE Trans on Signal Processing,1998,46(4):1185-1188.
[5]  SUN Zhe-nan,WANG Yun-hong,TAN Tie-niu,et al.Improving iris recognition accuracy via cascaded classifiers[J]. IEEE Transactions on Systems,Man,and Cybernetics-Part C,2005,35(3):435-441.
[6]  CAPPELLI R,MAIO D,MALTONI D,et al.Performance evaluation of fingerprint verification systems[J].IEEE Trans- actions on Pattern Analysis and Machine Intelligence,2006,28(1):3-18.
[7]  ZHANG D,KONG Wai-Kin,YOU J,et al.Online palmprint identification[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2003,25(9):1041-1050.
[8]  李强,裘正定,孙冬梅,等.基于改进二维主成分分析的在线掌纹识别[J].电子学报,2005,33(10):1886-1889.LI Qiang,QIU Zheng-ding,SUN Dong-mei,et al.Online palmprint identification based on improved 2D PCA[J].Acta Eiectronica Sinica,2005,33(10):1886-1889.(in Chinese)
[9]  张海军,穆志纯,危克.人耳识别技术研究进展综述[J].计算机工程与应用,2004,33:5-7,55.ZHANG Hai-jun,MU Zhi-chun,WEI Ke.Progress and status of ear recognition research[J].Computer Engineering and Applications,2004,33:5-7,55.(in Chinese)
[10]  WANG Liang,TAN Tie-niu,NING Hua-zhong,et al.Silhouette analysis-based gait recognition for human identification [J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2003,25(12):1505-1518.
[11]  郑晓雯.王仝杰,李彩琴,等.基于步态的人体身份检测与识别[J].计算机工程与应用,2004,5:82-83.ZHENG Xiao-wen,WANG Tong-jie,LI Cai-qin,et al.Gait-based detection and identification of humans[J].Computer Engineering and Applications,2004,5:82-83.(in Chinese)
[12]  田光见,赵荣椿.步态识别综述[J].计算机应用研究,2005,22(5):20-22.TIAN Guang-jian,ZHAO Rong-chun.Survey of gait recognition[J].Application Research of Computers,2005,22(5): 20-22.(in Chinese)
[13]  LIU Zong-yi,SARKAR S.Effect of silhouette quality on hard problems in gait recognition[J].IEEE Transactions on Sys- tems,Man,and Cybernetics-Part B,2005,35(2):170-183.
[14]  周激流,张晔,郭晶,等.基于活动轮廓模型的人脸特征提取方法的研究[J].中国图像图形学报,2000,5A(4):341-344.ZHOU Ji-liu,ZHANG Ye,GUO Jing,et al.A study on facial feature extraction based on active contour[J].Journal of Im- age and Graphics,2000,5A(4):341-344.(in Chinese)
[15]  WOODWARD J D.Biometrics:privacy's foe or privacy's friend?[J].Proceedings of the IEEE,1997,85(9):1480- 1492.
[16]  孙冬梅,裘正定.生物特征识别技术综述[J].电子学报,2001,29(12A):1744-1748.SUN Dong-mei,QIU Zheng-ding.A survey of the emerging biometric technology[J].Acta Electronic Sinica,2001,29 (12A):1744-1748.(in Chinese)
[17]  张敏贵,周德龙,潘泉,等.生物特征识别及研究现状[J].生物物理学报,2002,18(2):156-162.ZHANG Min-gui,ZHOU De-long,PAN Quan,et al.Biometrics and its situation of present study[J].Acta Biophysica Sini- ca,2002,18(2):156-162.(in Chinese)
[18]  周杰,卢春雨,张长水,等.人脸自动识别方法综述[J].电子学报,2000,28(4):102-106.ZHOU Jie,LU Chun-yu,ZHANG Chang-shui,et al.A survey of automatic human face recognition[J].Acta Eectronic Sini- ca,2000,28(4):102-106.(in Chinese)
[19]  OTHMAN H,ABOULNASR T.A separable low complexity 2D HMM with application to face recognition[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2003,25(10):1229-1238.
[20]  LI Yong-min,GONG Shao-gang,SHERRAH J,et al.Support vector machine based multi-view face detection and recogni- tion[J].Image and Vision Computing,2004,22:413-427.
[21]  王守觉,曲延锋,李卫军,等.基于仿生模式识别与传统模式识别的人脸识别效果比较研究[J].电子学报,2004,32 (7):1057-1061.WANG Shou-jue,QU Yan-feng,LI Wei-jun,et al.Face recognition:biomimetic pattern recognition vs.traditional pattern recognition[J].Acta Eectronic Sinica,2004,32(7):1057-1061.(in Chinese)
[22]  王蕴红,范伟,谭铁牛.融合全局与局部特征的子空间人脸识别算法[J].计算机学报,2005,28(10):1657-1663.WANG Yun-hong,FAN Wei,TAN Tie-niu.Face recognition based on information fusion[J].Chinese Journal of Comput- ers,2005,28(10):1657-1663.(in Chinese)
[23]  王蕴红,朱勇,谭铁牛.基于虹膜识别的身份鉴别[J].自动化学报,2002,28(1):1-10.WANG Yun-hong,ZHU Yong,TAN Tie-niu.Biometrics personal identification based on iris pattern[J].Acta Automation Sinica,2002,28(1):1-10.(in Chinese)
[24]  古红英,潘红,吴飞,等.虹膜自相似性识别方法研究[J].计算机辅助设计与图形学学报,2004,16(7):973-977.GU Hong-ying,PAN Hong,WU Fei,et al.Research on iris recognition based on self-similarity[J].Journal of Computer Aided Design & Computer Graphics,2004,16(7):973-977.(in Chinese)
[25]  MA Li,TAN Tie-niu,WANG Yun-hong,et al.Efficient iris recognition by characterizing key local variations[J].IEEE Transactions on Image Processing,2004,13(6):739-750.
[26]  YUILLE A L,HALLINAN P W,COHEN D S.Feature extraction form face using deformable temp lates[J].Computer Vision,1992,8(2):99-111.
[27]  YUILLEA L.Deformable templates for face recognition[J].Cognitive Neuroscience,1991,3(1):59-70.

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