Recent Advances in Fingerprint Verification

More than a century has passed since Alphonse Bertillon first conceived and then industriously practiced the idea of using body measurements for solving crimes [18]. Just as his idea was gaining popularity, it faded into relative obscurity by a far more significant and practical discovery of the uniqueness of the human fingerprints1. Soon after this discovery, many major law enforcement departments embraced the idea of first “booking” the fingerprints of criminals, so that their records are readily available and later using leftover fingerprint smudges (latents), they could determine the identity of criminals. These agencies sponsored a rigorous study of fingerprints, developed scientific methods for visual matching of fingerprints and strong programs/cultures for training fingerprint experts, and applied the art of fingerprint identification for nailing down the perpetrators [6].

[1]  Sunanda Mitra,et al.  A Novel Approach to Fourier Spectral Enhancement of Laser-Luminescent Fingerprint Images , 1993 .

[2]  F. Preston Automatic fingerprint matching , 1989, Proceedings. International Carnahan Conference on Security Technology.

[3]  Anil K. Jain,et al.  Fingerprint Image Enhancement: Algorithm and Performance Evaluation , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[4]  Anil K. Jain,et al.  Adaptive flow orientation-based feature extraction in fingerprint images , 1995, Pattern Recognit..

[5]  Qinghan Xiao,et al.  Fingerprint image postprocessing: A combined statistical and structural approach , 1991, Pattern Recognit..

[6]  J H Wegstein,et al.  An automated fingerprint identification system , 1982 .

[7]  King-Sun Fu,et al.  An application of stochastic languages to fingerprint pattern recognition , 1976, Pattern Recognit..

[8]  Henry C. Lee,et al.  Advances in Fingerprint Technology , 1991 .

[9]  J. Horner,et al.  Optical fingerprint identification by binary joint transform correlation , 1991 .

[10]  Sharath Pankanti,et al.  BIOMETRIC IDENTIFICATION , 2000 .

[11]  Robert K. L. Gay,et al.  Geometric framework for fingerprint image classification , 1997, Pattern Recognit..

[12]  Malcolm K. Sparrow,et al.  A topological approach to the matching of single fingerprints: development of algorithms for use on latent fingermarks , 1985 .

[13]  Qin-Zhong Ye,et al.  Rotation-invariant operators applied to enhancement of fingerprints , 1988, [1988 Proceedings] 9th International Conference on Pattern Recognition.

[14]  Barry G. Sherlock,et al.  A model for interpreting fingerprint topology , 1993, Pattern Recognit..

[15]  Sharath Pankanti,et al.  Verification watermarks on fingerprint recognition and retrieval , 1999, Electronic Imaging.

[16]  J H. Wegstein,et al.  An Automated Fingerprint Identification System | NIST , 1982 .

[17]  Anil K. Jain,et al.  Combining multiple matchers for a high security fingerprint verification system , 1999, Pattern Recognit. Lett..

[18]  King-Sun Fu,et al.  A Tree System Approach for Fingerprint Pattern Recognition , 1976, IEEE Transactions on Computers.

[19]  Z. Gumienny,et al.  Fingerprint structure imaging based on an ultrasound camera , 1999 .

[20]  Dario Maio,et al.  Synthetic fingerprint-image generation , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[21]  Marce Eleccion,et al.  Automatic fingerprint identification , 1973, IEEE Spectrum.

[22]  F T Gamble,et al.  Real-time fingerprint verification system. , 1992, Applied optics.

[23]  Sharath Pankanti,et al.  Twin Test: On Discriminability of Fingerprints , 2001, AVBPA.

[24]  Frank P Donovan,et al.  The 'K&D' , 1963 .

[25]  Anil K. Jain,et al.  Decision-level fusion in fingerprint verification , 2001, Pattern Recognit..

[26]  Pierre Baldi,et al.  Neural Networks for Fingerprint Recognition , 1993, Neural Computation.

[27]  A. R. Roddy,et al.  Fingerprint features-statistical analysis and system performance estimates , 1997 .

[28]  Harold Cummins,et al.  Fingerprint, Palms and Soles; an Introduction to Dermatoglyphics , 1963 .

[29]  A. Senior,et al.  A hidden Markov model fingerprint classifier , 1997, Conference Record of the Thirty-First Asilomar Conference on Signals, Systems and Computers (Cat. No.97CB36136).

[30]  T.S. Perry Intel's secret is out , 1989, IEEE Spectrum.

[31]  J H Wegstein,et al.  The M40 fingerprint matcher , 1975 .

[32]  Sargur N. Srihari,et al.  On multiple classifier systems for pattern recognition , 1992, Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol.II. Conference B: Pattern Recognition Methodology and Systems.

[33]  David R. Ashbaugh,et al.  Quantitative-Qualitative Friction Ridge Analysis: An Introduction to Basic and Advanced Ridgeology , 1999 .

[34]  James L. Wayman,et al.  Technical Testing and Evaluation of Biometric Identification Devices , 1996 .

[35]  Vladimír Székely,et al.  Image recognition problems of fingerprint identification , 1993, Microprocess. Microsystems.

[36]  Ken Isaacson,et al.  I I , 1982 .

[37]  Sargur N. Srihari,et al.  Decision Combination in Multiple Classifier Systems , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[38]  Sharath Pankanti,et al.  Hierarchical partitioned least squares filter-bank for fingerprint enhancement , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[39]  Anil K. Jain,et al.  FVC2000: Fingerprint Verification Competition , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[40]  Sharath Pankanti,et al.  Biometrics, Personal Identification in Networked Society: Personal Identification in Networked Society , 1998 .

[41]  James F. Cowger,et al.  Friction Ridge Skin: Comparison and Identification of Fingerprints , 1992 .

[42]  Arun Ross,et al.  Fingerprint matching using minutiae and texture features , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

[43]  Jiri Matas,et al.  On Combining Classifiers , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[44]  Dario Maio,et al.  A structural approach to fingerprint classification , 1996, Proceedings of 13th International Conference on Pattern Recognition.

[45]  Dario Maio,et al.  Modelling Plastic Distortion in Fingerprint Images , 2001, ICAPR.

[46]  T. Minami,et al.  Fingerprint classification by directional distribution patterns , 1982 .

[47]  Charles Edward. Chapel,et al.  Fingerprinting: A Manual of Identification , 1941 .

[48]  Anil K. Jain,et al.  Integrating Faces and Fingerprints for Personal Identification , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[49]  Stanley Coren,et al.  Are fingerprints a genetic marker for handedness? , 1994, Behavior genetics.

[50]  T Inagaki,et al.  Real-time fingerprint sensor using a hologram. , 1992, Applied optics.

[51]  Robert S. Germain,et al.  Fingerprint matching using transformation parameter clustering , 1997 .

[52]  Takefumi Inagaki,et al.  Holographic Fingerprint Sensor , 1989, Photonics West - Lasers and Applications in Science and Engineering.

[53]  Lawrence O'Gorman,et al.  An approach to fingerprint filter design , 1989, Pattern Recognit..

[54]  L. Hong,et al.  Can multibiometrics improve performance , 1999 .

[55]  Aaas News,et al.  Book Reviews , 1893, Buffalo Medical and Surgical Journal.

[56]  Louis Coetzee,et al.  Fingerprint recognition in low quality images , 1993, Pattern Recognit..

[57]  R. J. Green,et al.  Fingerprint classification using a hexagonal fast fourier transform , 1996, Pattern Recognit..

[58]  C. V. Kameswara Rao,et al.  Type Classification of Fingerprints: A Syntactic Approach , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[59]  Sharath Pankanti,et al.  Evaluation techniques for biometrics-based authentication systems (FRR) , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[60]  T. Parthasarathy,et al.  Development of a Mathematical Formula for the Calculation of Fingerprint Probabilities Based on Individual Characteristics , 1977 .

[61]  James A. McHugh,et al.  Automated fingerprint recognition using structural matching , 1990, Pattern Recognit..

[62]  H. Pinkus Fingerprints, palms and soles: an introduction to dermatoglyphics. , 1963 .

[63]  J. Woodward,et al.  Biometrics: Identifying Law & Policy Concerns , 1996 .

[64]  U. Halici,et al.  Intelligent biometric techniques in fingerprint and face recognition , 2000 .

[65]  B. Chatterjee,et al.  Automatic Fingerprint Identification , 1991 .

[66]  Donald H. McMahon,et al.  A Hybrid Optical Computer Processing Technique for Fingerprint Identification , 1975, IEEE Transactions on Computers.

[67]  D.C.D. Hung,et al.  Enhancement and feature purification of fingerprint images , 1993, Pattern Recognit..

[68]  B. Sherlock,et al.  Algorithm for enhancing fingerprint images , 1992 .

[69]  Akio Tojo,et al.  Fingerprint pattern classification , 1984, Pattern Recognit..

[70]  Sharath Pankanti,et al.  An identity-authentication system using fingerprints , 1997, Proc. IEEE.

[71]  Robert P. Chiralo,et al.  Adaptive Digital Enhancement Of Latent Fingerprints , 1978, Optics & Photonics.

[72]  Anil K. Jain,et al.  On-line fingerprint verification , 1996, Proceedings of 13th International Conference on Pattern Recognition.

[73]  Ruud M. Bolle Improved Fingerprint Matching by Distortion Removal , 2001 .

[74]  Sharath Pankanti,et al.  Filterbank-based fingerprint matching , 2000, IEEE Trans. Image Process..

[75]  K. Fitzgerald The quest for intruder-proof computer systems , 1989, IEEE Spectrum.

[76]  Anil K. Jain,et al.  A Multichannel Approach to Fingerprint Classification , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[77]  Dario Maio,et al.  Direct Gray-Scale Minutiae Detection In Fingerprints , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[78]  B. Miller,et al.  Vital signs of identity [biometrics] , 1994, IEEE Spectrum.

[79]  MITCHELL TRAURING,et al.  Automatic Comparison of Finger-Ridge Patterns , 1963, Nature.

[80]  Thomas Wagner,et al.  SESAM: A biometric person identification system using sensor fusion , 1997, Pattern Recognit. Lett..

[81]  Anil K. Jain,et al.  Automatic personal identification using fingerprints , 1998 .

[82]  B. Sherlock,et al.  Fingerprint enhancement by directional Fourier filtering , 1994 .

[83]  A.S. Sherstinsky,et al.  M-lattice: from morphogenesis to image processing , 1996, IEEE Trans. Image Process..

[84]  Safwat G. Zaky,et al.  Fingerprint identification using graph matching , 1986, Pattern Recognit..

[85]  Anil K. Jain,et al.  A Real-Time Matching System for Large Fingerprint Databases , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[86]  M. Mizoguchi,et al.  Image filter design for fingerprint enhancement , 1995 .

[87]  Sharath Pankanti,et al.  Minutia verification and classification for fingerprint matching , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[88]  A. Asano,et al.  Texture modelling by optimal gray scale structuring elements using morphological pattern spectrum , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[89]  J H Wegstein,et al.  The LX39 latent fingerprint matcher , 1978 .

[90]  Craig I. Watson,et al.  Neural Network Fingerprint Classification , 1994 .

[91]  D. McCulloch,et al.  Novel fingerprint scanning arrays using polysilicon TFT's on glass and polymer substrates , 1997, IEEE Electron Device Letters.

[92]  Craig I. Watson,et al.  PCASYS- A Pattern-Level Classification Automation System for Fingerprints | NIST , 1995 .

[93]  H. Imai,et al.  A Fast Automatic Fingerprint Identification Method Based on a Weighted-Mean of Binary Image , 1993 .

[94]  Dario Maio,et al.  Combining Fingerprint Classifiers , 2000, Multiple Classifier Systems.