A Survey on Palmprint-Based Biometric Recognition System

The automatic use of physiological or behavioral characteristics to determine or verify identity of individual’s is regarded as biometrics. Fingerprints, Iris, Voice, Face, and palmprints are considered as physiological biometrics whereas voice and signature are behavioral biometrics. Palmprint recognition is one of the popular methods which have been investigated over last fifteen years. Palmprint have very large internal surface and contain several unique stable characteristic features used to identify individuals. Several palmprint recognition methods have been extensively studied. This chapter is an attempt to review current palmprint research, describing image acquisition, preprocessing palmprint feature extraction and matching, palmprint related fusion and techniques used for real time palmprint identification in large databases. Various palmprint recognition methods are compared.

[1]  Nikola Pavesic,et al.  Personal recognition based on an image of the palmar surface of the hand , 2007, Pattern Recognit..

[2]  David Zhang,et al.  Fusion of Palmprint and Iris for Personal Authentication , 2007, ADMA.

[3]  David Zhang,et al.  Palmprint verification based on robust line orientation code , 2007, Pattern Recognit..

[4]  Anil K. Jain,et al.  Latent Palmprint Matching , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[5]  David Zhang,et al.  Robust palmprint verification using 2D and 3D features , 2010, Pattern Recognit..

[6]  Chin-Chuan Han,et al.  Personal authentication using palm-print features , 2003, Pattern Recognit..

[7]  Munaga V. N. K. Prasad,et al.  Classification of Palmprint Using Principal Line , 2009, ICISTM.

[8]  David Zhang,et al.  Palmprint Identification by Fourier Transform , 2002, Int. J. Pattern Recognit. Artif. Intell..

[9]  Anil K. Jain,et al.  Matching of palmprints , 2002, Pattern Recognit. Lett..

[10]  David Zhang,et al.  Face and palmprint pixel level fusion and Kernel DCV-RBF classifier for small sample biometric recognition , 2007, Pattern Recognit..

[11]  Bin Li,et al.  Fast palmprint identification with multiple templates per subject , 2011, Pattern Recognit. Lett..

[12]  Helen C. Shen,et al.  A new method in locating and segmenting palmprint into region-of-interest , 2004, ICPR 2004.

[13]  Mubeen Ghafoor,et al.  Palm Print Recognition Using Oriented Hausdorff Distance Transform , 2011, 2011 Frontiers of Information Technology.

[14]  S. Ribaric,et al.  Palmprint recognition based on local Haralick features , 2012, 2012 16th IEEE Mediterranean Electrotechnical Conference.

[15]  Andrew Beng Jin Teoh,et al.  Touch-less palm print biometrics: Novel design and implementation , 2008, Image Vis. Comput..

[16]  David Zhang,et al.  Palmprint verification based on principal lines , 2008, Pattern Recognit..

[17]  Dewen Hu,et al.  Digital Curvelet Transform for Palmprint Recognition , 2004, SINOBIOMETRICS.

[18]  David Zhang,et al.  Two novel characteristics in palmprint verification: datum point invariance and line feature matching , 1999, Pattern Recognit..

[19]  Arun Agarwal,et al.  Dynamic ROI Extraction Algorithm for Palmprints , 2012, ICSI.

[20]  Helen C. Shen,et al.  Palmprint identification using palmcodes , 2004, Third International Conference on Image and Graphics (ICIG'04).

[21]  Masanori Mizoguchi,et al.  Feature extraction method for palmprint considering elimination of creases , 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

[22]  Wei Jia,et al.  Palmprint recognition with 2DPCA+PCA based on modular neural networks , 2007, Neurocomputing.

[23]  Jiansheng Chen,et al.  Palmprint authentication using a symbolic representation of images , 2010, Image Vis. Comput..

[24]  David Zhang,et al.  Online Palmprint Identification , 2003, IEEE Trans. Pattern Anal. Mach. Intell..

[25]  H. B. Kekre,et al.  An effectual method for extraction of ROI of palmprints , 2012, 2012 International Conference on Communication, Information & Computing Technology (ICCICT).

[26]  David Zhang,et al.  A survey of palmprint recognition , 2009, Pattern Recognit..

[27]  Cui Xin,et al.  A contactless hand shape identification system , 2011, 2011 3rd International Conference on Advanced Computer Control.

[28]  David Zhang,et al.  Competitive code-based fast palmprint identification using a set of cover trees , 2009 .

[29]  Helen C. Shen,et al.  Personal Identification and Verification: Fusion of Palmprint Representations , 2004, ICBA.

[30]  David Zhang,et al.  Fisherpalms based palmprint recognition , 2003, Pattern Recognit. Lett..

[31]  Xiaojun Jing,et al.  A novel approach of fingerprint recognition based on multilinear ICA , 2009, 2009 IEEE International Conference on Network Infrastructure and Digital Content.

[32]  Ching-Liang Su Palm extraction and identification , 2009, Expert Syst. Appl..

[33]  N. Otsu A threshold selection method from gray level histograms , 1979 .

[34]  David Zhang,et al.  Palmprint texture analysis based on low-resolution images for personal authentication , 2002, Object recognition supported by user interaction for service robots.

[35]  Feng Hao,et al.  A Fast Search Algorithm for a Large Fuzzy Database , 2008, IEEE Transactions on Information Forensics and Security.

[36]  David Zhang,et al.  HMMs Based Palmprint Identification , 2004, ICBA.

[37]  A. Kai Qin,et al.  Personal Identification System based on Multiple Palmprint Features , 2006, 2006 9th International Conference on Control, Automation, Robotics and Vision.

[38]  Jesús B. Alonso,et al.  Derivative method for hand palm texture biometric verification , 2011, 2011 Carnahan Conference on Security Technology.

[39]  Ilaiah Kavati,et al.  Palmprint Recognition Using Fusion of 2D-Gabor and 2D Log-Gabor Features , 2014, SNDS.

[40]  Bin Li,et al.  Hashing Based Fast Palmprint Identification for Large-Scale Databases , 2013, IEEE Transactions on Information Forensics and Security.

[41]  David Zhang,et al.  On hierarchical palmprint coding with multiple features for personal identification in large databases , 2004, IEEE Transactions on Circuits and Systems for Video Technology.

[42]  Jiawei Han,et al.  Efficient Kernel Discriminant Analysis via Spectral Regression , 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

[43]  David Zhang,et al.  Characterization of palmprints by wavelet signatures via directional context modeling , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[44]  David Zhang,et al.  Palmprint recognition using eigenpalms features , 2003, Pattern Recognit. Lett..

[45]  Jifeng Dai,et al.  Multifeature-Based High-Resolution Palmprint Recognition , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[46]  S. Ribaric,et al.  A biometric verification system based on the fusion of palmprint and face features , 2005, ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005..

[47]  Tieniu Tan,et al.  Ordinal palmprint represention for personal identification [represention read representation] , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[48]  Lu Wang,et al.  Multilinear principal component analysis for face recognition with fewer features , 2010, Neurocomputing.

[49]  David Zhang,et al.  Personal authentication using multiple palmprint representation , 2005, Pattern Recognit..

[50]  David Zhang,et al.  Palmprint Recognition Using 3-D Information , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[51]  Phalguni Gupta,et al.  Stockwell transform based palm-print recognition , 2011, Appl. Soft Comput..

[52]  Chih-Lung Lin,et al.  Palmprint verification using hierarchical decomposition , 2005, Pattern Recognit..

[53]  Changjiang Song,et al.  Multispectral Palmprint Recognition Using a Quaternion Matrix , 2012, Sensors.

[54]  Arun Ross,et al.  Index Codes for Multibiometric Pattern Retrieval , 2012, IEEE Transactions on Information Forensics and Security.

[55]  Murat Ekinci,et al.  Palmprint Recognition by Applying Wavelet-Based Kernel PCA , 2008, Journal of Computer Science and Technology.

[56]  Honggang Zhang,et al.  Comments on "Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Application to Face and Palm Biometrics" , 2007, IEEE Trans. Pattern Anal. Mach. Intell..

[57]  Demetri Terzopoulos,et al.  Multilinear independent components analysis , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[58]  Tieniu Tan,et al.  Comparative Studies on Multispectral Palm Image Fusion for Biometrics , 2007, ACCV.

[59]  David Zhang,et al.  Hierarchical palmprint identification via multiple feature extraction , 2002, Pattern Recognit..

[60]  Eero P. Simoncelli,et al.  Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.

[61]  David Zhang,et al.  An analysis of BioHashing and its variants , 2006, Pattern Recognit..

[62]  David Zhang,et al.  Palmprint Authentication Based on Orientation Code Matching , 2005, AVBPA.

[63]  David Zhang,et al.  An alternative formulation of kernel LPP with application to image recognition , 2006, Neurocomputing.

[64]  David Zhang,et al.  Fusion of phase and orientation information for palmprint authentication , 2005, IEEE International Conference on Image Processing 2005.

[65]  David Zhang,et al.  Personal recognition using hand shape and texture , 2006, IEEE Transactions on Image Processing.

[66]  Jin Soo Noh,et al.  Palmprint identification algorithm using Hu invariant moments and Otsu binarization , 2005, Fourth Annual ACIS International Conference on Computer and Information Science (ICIS'05).

[67]  O. Lepetit,et al.  Robust GrayScale Distribution Estimation for Contactless Palmprint Recognition , 2007, 2007 First IEEE International Conference on Biometrics: Theory, Applications, and Systems.

[68]  Andrew Beng Jin Teoh,et al.  An automated palmprint recognition system , 2005, Image Vis. Comput..

[69]  Haiping Lu,et al.  MPCA: Multilinear Principal Component Analysis of Tensor Objects , 2008, IEEE Transactions on Neural Networks.

[70]  B.V.K. Vijaya Kumar,et al.  Palmprint recognition using correlation filter classifiers , 2004, Conference Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers, 2004..

[71]  Helen C. Shen,et al.  Personal Verification Using Palmprint and Hand Geometry Biometric , 2003, AVBPA.

[72]  Murat Ekinci,et al.  Gabor-based kernel PCA for palmprint recognition , 2007 .

[73]  Siu Cheung Hui,et al.  Palmprint Verification for Controlling Access to Shared Computing Resources , 2007, IEEE Pervasive Computing.

[74]  B. V. K. Vijaya Kumar,et al.  Palmprint Classification Using Multiple Advanced Correlation Filters and Palm-Specific Segmentation , 2007, IEEE Transactions on Information Forensics and Security.

[75]  Yuhua Peng,et al.  Palmprint recognition using wavelet and support vector machines , 2006 .

[76]  David Zhang,et al.  Palmprint classification using principal lines , 2004, Pattern Recognit..

[77]  Li Shang,et al.  Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network , 2006, Neurocomputing.

[78]  David Zhang,et al.  A Fourier-LDA approach for image recognition , 2005, Pattern Recognit..

[79]  Slobodan Ribaric,et al.  A biometric identification system based on eigenpalm and eigenfinger features , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[80]  Jiansheng Chen,et al.  Palmprint Authentication Using Time Series , 2005, AVBPA.

[81]  Wei-Yun Yau,et al.  Person recognition by fusing palmprint and palm vein images based on "Laplacianpalm" representation , 2008, Pattern Recognit..

[82]  T. Higuchi,et al.  A Phase-Based Palmprint Recognition Algorithm and Its Experimental Evaluation , 2006, 2006 International Symposium on Intelligent Signal Processing and Communications.

[83]  David Zhang,et al.  Detecting Wide Lines Using Isotropic Nonlinear Filtering , 2007, IEEE Transactions on Image Processing.

[84]  Zhenhua Guo,et al.  Feature Band Selection for Multispectral Palmprint Recognition , 2010, 2010 20th International Conference on Pattern Recognition.

[85]  David Zhang,et al.  Palmprint identification using feature-level fusion , 2006, Pattern Recognit..

[86]  Chin-Chuan Han A hand-based personal authentication using a coarse-to-fine strategy , 2004, Image Vis. Comput..

[87]  John Daugman,et al.  High Confidence Visual Recognition of Persons by a Test of Statistical Independence , 1993, IEEE Trans. Pattern Anal. Mach. Intell..

[88]  David Zhang,et al.  Principal line based ICP alignment for palmprint verification , 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

[89]  David Zhang,et al.  Palmprint feature extraction using 2-D Gabor filters , 2003, Pattern Recognit..

[90]  Zhenhua Guo,et al.  An Online System of Multispectral Palmprint Verification , 2010, IEEE Transactions on Instrumentation and Measurement.