期刊文献+

手背静脉图像预处理算法研究 被引量:7

Research on Pretreatment Algorithm of Hand Vein Image
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摘要 作为一种新颖的身份认证方式,手背静脉识别技术具有非常重要的现实意义和市场潜力。手背静脉识别通常基于静脉纹路的细节特征点对个人身份进行识别。为了准确地提取手背静脉图像的细节特征点,本文首先提取手背静脉图像中的有效区域并对其进行归一化;再利用子块部分重叠局部直方图均衡化算法对图像进行对比度增强并去除其中的斑点噪声和扫描噪声;最后分别采用NiBlack法和Hilditch算法对图像进行分割和细化处理,得到手背静脉图像的纹路信息。 As an innovative authentication way, the hand vein recognition technology is provided with great realistic signiifcance and market potential. Minutiae of hand vein skeleton are usually employed in personal identiifcation recognition. To extract the minutiae of hand vein skeleton accurately, the effective area of hand vein image was extracted ifrstly and then normalized. Next, the partially overlapped sub-block histogram equalization (POSHE) was employed to enhance the contrast of the image followed by noise reduction. At last, the NiBlack algorithm was employed to segment the image and the Hilditch algorithm was employed to ifne treatment to obtain the hand vein skeleton.
出处 《中国医疗设备》 2013年第10期20-23,共4页 China Medical Devices
基金 国家自然科学基金项目(61271146) 河南省重点科技攻关项目(132102310380)
关键词 身份认证 手背静脉识别 图像对比度 CCD摄像机 图像噪声 authentication hand vein recognition image contrast CCD camera image noise
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参考文献10

  • 1Jain A K,Ross A,Prabhakar S.An introduction to biometric recognition[J].IEEE Tramactions on Circuits and Systems for Video Technology,2004,14(1):4-20.
  • 2Im S K,Park H M,Kim Y W,et al.An biometric identification system by extracting hand vein pattems[J].Joumal of the Korean Physical Society,2001,38(3):268-272.
  • 3Shahin M,Badawi A,Kamel M.Authentication using fast correlation of near infrared hand vein patterns[J].Interactional Journal of Biometrical Sciences,2007,2(3):141 - 148.
  • 4王镇东,孙红星,邓永娣,赵楠楠.手背静脉识别的图像处理算法[J].辽宁科技大学学报,2010,33(5):499-502. 被引量:3
  • 5Iranli A,Faterni H,Pedram M.Histogram equalization for bacldight scaling[A].Proceedings of the 42rid Annual Conference on Design Automation[C].New York:ACM Press,2005:346-351.
  • 6Kim JY,Kim LS,Hwang SH.An advanced contrast enhancement using partially overlapped sub-block histogram equalization[J]. IEEE Transactions on Circuits and Systems for Video Technology,2001,11 (4):475- 484.
  • 7蔡超峰,任景英.基于直方图均衡化的手背静脉图像对比度增强[J].计算机应用,2013,33(4):1125-1127. 被引量:22
  • 8Zhao S,Wang YD,Wang YH.Extracting hand vein patterns from low quality images:a new biometric technique using low- cost devices[A].Fourth International Conference on Image and Graphics[C].Chengdu,2007:667-671.
  • 9王萌,张留龙,赵运立.基于颜色矩阵映射的细胞图像核、浆提取方法研究[J].中国医疗设备,2012,27(10):67-69. 被引量:4
  • 10杨骏川,韦必忠,唐宇.基于改进Hilditch骨架的交通标志特征提取方法[J].计算机光盘软件与应用,2011(2):47-48. 被引量:1

二级参考文献26

  • 1王科俊,丁宇航,王大振.基于静脉识别的身份认证方法研究[J].科技导报,2005,23(1):35-37. 被引量:27
  • 2李宗林,罗晓晖,蒋爱德.显微细胞的图像分析技术[J].机械工程与自动化,2006(1):146-148. 被引量:5
  • 3吕佩卓,赖声礼.人体手背静脉血管图像增强与特征匹配[J].计算机工程与设计,2007,28(15):3623-3625. 被引量:7
  • 4何斌,马天予.Viusa1C++数字图像处理[M].2版.北京:人民邮电出版社,2003:199-200.
  • 5WANG Ke-jun,GUO Qing-chang,Da-yan,et al.The study of hand vein image processing metho[C]//Proceedings of the 6th World Congress on Intelligent Control,Dalian,China,2006,2:10,197-201.
  • 6Gonzalez R C,Woods R E.数字图像处理[M].阮秋琦,阮宇智,译.2版.北京:电子工业出版社,2003.
  • 7张毓晋.图像工程(上册)图像处理[M].北京:清华大学出版社,2006.
  • 8张强,王正林.精通MATLAB像处理[M].北京:电子工业出版社.2009.
  • 9JAIN A K, ROSS A, PRABHAKAR S. An intrnduction to biometric recognition[ J]. IEEE Transactions on Circuits and Systems for Vide- o Technology, Special Issue on hnage and Video hased Biometrics, 2004, 14(1): 4-20.
  • 10IM S K, PARK H M, KIM Y W, et al. An biometric identification system by extracting hand vein patterns[ J]. Journal of the Korean Physical Society, 2001, 38(3): 268-272.

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二级引证文献22

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