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Maltoni D., Maio D., Jain A.K. — Handbook of fingerprint recognition
Maltoni D., Maio D., Jain A.K. — Handbook of fingerprint recognition

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Название: Handbook of fingerprint recognition

Авторы: Maltoni D., Maio D., Jain A.K.

Аннотация:

With their proven individuality and stability over time, fingerprints continue to be the most widely used physiological characteristic in systems that automatically recognize a person's identity. This handbook on automatic fingerprint recognition provides in-depth coverage of the most recent advances and practices. Readers will find comprehensive and authoritative coverage of all the major concepts, topics, and security methods associated with fingerprint recognition systems. Coverage includes: sensing, feature extraction and matching, synthetic fingerprint image generation, indexing, and multimodal systems.
Features & Benefits:
* Covers the latest research in fingerprint-based recognition algorithms and techniques
* Provides introductory material on all components and modules of a fingerprint recognition system
* Examines design of secure fingerprint systems
* Contains helpful chapter overviews and summaries and consistent notation, for ease of use and accessibility
* Includes a DVD containing both the FVC2002 and FVC2000 fingerprint databases (full versions) and a demo version of SFinGe software (for synthetic fingerprint image generation)
* Integrates numerous supporting graphs, tables, charts, and performance data
* Supplies an extensive annotated bibliography of citations and literature sources.

This comprehensive and authoritative reference, written by leading international researchers, covers all critical aspects of fingerprint security systems and technology. It is an absolutely essential resource for all biometric security professionals, researchers, practitioners, developers, and systems administrators. About the Authors Davide Maltoni is associate professor in the Dept. of Electronics, Informatics and Systems (DEIS) at the University of Bologna, where he also co-directs the Biometrics Systems Laboratory (BioLab). Dario Maio is professor in the University of Bologna¿s DEIS, chair of Cesena campus and director of the BioLab. Anil K. Jain is university-distinguished professor in the department of computer science and engineering at Michigan State University. He is a fellow of the IEEE and IAPR and holds six patents on algorithms for fingerprint recognition. Salil Prabhakar leads the algorithms research group at DigitalPersona Inc., where he works on fingerprint-based biometric solutions.


Язык: en

Рубрика: Computer science/Обработка изображений/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2003

Количество страниц: 348

Добавлена в каталог: 19.11.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
Abstract labels      249
Acceptability      8
AFIS      see "Automatic fingerprint identification systems"
Analysis      see "Fingerprint analysis"
arch      182
Arcing      255
Attended biometric application      6 8
Authentication      3
Automatic capture      16
Automatic fingerprint identification systems      1 13 26 29 53 57 62 84 136 143 145 159 178 206 211 274
Automatic teller machine      46
Bagging      255
Behavioral characteristic      2
Best practices      18 23 179
Binarization      120
Biometric identifier      2 9
Biometric recognition      2
Biometric system      3
Biometric system, applications      6 46
Biometric system, errors      14
Biometric system, evaluation      21
Biometrics      see "Biometric identifier"
Boosting      255
Bootstrap      22
Borda count      251
Border control      46
Brute force      290 304 313
Calibration      65
Cancelable biometrics      312
Cellular phones      46
Certificate authority      303
Certifier      303
challenge-response      310
Circumvention      8 43 292
Class set reduction      251
Class set reordering      251
Classification      see "Fingerprint classification"
Classifier combination      see "Integration"
Closed biometric system      7
Coercion      43 293 319
Collectability      8
Collusion      293
Combination      see "Integration"
Common biometric exchange file format      44 305 320
Comparison of biometrics      7
Composite      see "Mosaicking"
Compression      see "Fingerprint image compression"
Computer network logon      46
confidence intervals      22 37
Confidence value      249
Confusion matrix      199
Contamination      43 293
Contextual filters      114 124 218
Cooperative biometric application      6 8
Core      90 108 159 160 168 175 185 275
Core, detection      102 108 210
Corpse identification      46
Correctional facility      46
Correlation      145
Correlation, differential      146
Correlation, in Fourier domain      148
Correlation, nagative      246
Correlation, normalized      146
Cost-benefit analysis      319
Covert acquisition      293
Covert biometric application      6
Credit card      46
Criminal investigation      46
Criminal stigma      49
Cross-correlation      see "Correlation"
Crossing number      126
Cryptographic strength      28 291
Cryptography      43 307
cryptography, public-key      308
Cryptography, symmetric      307
Curse of dimensionality      247
Dab impressions      62
Denial of Service      44 292 297
Digital signature      307
Direction      94
Direction difference      150
Discrete wavelet transform      85
Distance from feature space      259
Distance learning      46
Distinctiveness      8
DNA biometric      9
Double loop      182
Driver’s license      46
Dynamic programming      162
E-commerce      46
Ear biometric      10
Echography      69
Edit distance      162
Edward Henry      25 90 182
Electronic data security      46
Electrostatic discharge      68
Encryption      see "Cryptography"
Enrollment      3
Equal-error rate      16
Error-correcting code      315
Face biometric      10
Failure to capture      16
Failure to enroll      18
Failure to match      18
Fake finger      59 297
False acceptance      14
False match      14
False match rate      15
False non-match      14
False non-match rate      15
False rejection      14
Fault-line      108
Feature language      40
Feature saliency      31
Feature suitability      31
Finger geometry biometric      10
FingerCode      176 197 200 206
Fingerprint acquisition      see "Fingerprint sensing"
Fingerprint analysis      89
Fingerprint applications      46
Fingerprint binarization      101
Fingerprint classification      36 181
Fingerprint classification methods      184 187
Fingerprint classification methods, multiple classifier-based approaches      195
Fingerprint classification methods, neural network-based approaches      194
Fingerprint classification methods, performance      198
Fingerprint classification methods, rule-based approaches      188
Fingerprint classification methods, statistical approaches      192
Fingerprint classification methods, structural approaches      191
Fingerprint classification methods, syntactic approaches      190
Fingerprint classification, continuous classification      37 204
Fingerprint classification, sub-classification      203
Fingerprint configuration      273
Fingerprint enhancement      111 120 122 124 141 185 195
Fingerprint enhancement, recoverable region      112
Fingerprint enhancement, unrecoverable region      112
Fingerprint enhancement, well-defined region      112
Fingerprint feature extraction      30 93
Fingerprint feature extraction, core detection      102
Fingerprint feature extraction, enhancement      111
Fingerprint feature extraction, local ridge frequency      98
Fingerprint feature extraction, local ridge orientation      94
Fingerprint feature extraction, minutiae detection      120
Fingerprint feature extraction, minutiae filtering      132
Fingerprint feature extraction, registration features      102
Fingerprint feature extraction, ridge count      136
Fingerprint feature extraction, segmentation      101
Fingerprint feature extraction, singularity detection      102
Fingerprint generation      213
Fingerprint generation, area      218
Fingerprint generation, background      232
Fingerprint generation, distortion      230
Fingerprint generation, frequency image      224
Fingerprint generation, global rotation      231
Fingerprint generation, global translation      231
Fingerprint generation, in batch      240
Fingerprint generation, orientation image      219
Fingerprint generation, perturbation      231
Fingerprint generation, ridge pattern      225
Fingerprint generation, validation      234
Fingerprint generation, variation in ridge thickness      228
Fingerprint identification      3
Fingerprint identification, errors      19
Fingerprint image characteristics      59
Fingerprint image characteristics, area      60 80
Fingerprint image characteristics, depth      60
Fingerprint image characteristics, dynamic range      60
Fingerprint image characteristics, geometric accuracy      61
Fingerprint image characteristics, number of pixels      60
Fingerprint image characteristics, quality      61
Fingerprint image characteristics, resolution      59
Fingerprint image compression      29 84
Fingerprint image storage      28 84
Fingerprint indexing      1 20 36 181 202 251 256
Fingerprint individuality      27 241 267
Fingerprint matching      33 139
Fingerprint matching, correlation-based      35 143 145
Fingerprint matching, minutiae-based      35 143 149
Fingerprint matching, performance      178
Fingerprint matching, ridge feature-based      35 143 173
Fingerprint mosaicking      82
Fingerprint quality      59 61 111 112
Fingerprint recognition      3
Fingerprint registration      108 159 160
Fingerprint representation      30 89
Fingerprint retrieval      202
Fingerprint retrieval, performance      208
Fingerprint retrieval, strategies      206
Fingerprint scanner      28 44 57 58 140
Fingerprint scanner features      74
Fingerprint scanner features, automatic finger detection      74
Fingerprint scanner features, encryption      74
Fingerprint scanner features, frames per second      74
Fingerprint scanner features, interface      74
Fingerprint scanner features, operating system      74
Fingerprint scanner, attack      295 297
Fingerprint scanner, cryptography      302
Fingerprint scanner, examples      74
Fingerprint sensing      28 57
Fingerprint sensing, ink-technique      57
Fingerprint sensing, live-scan      57 64
Fingerprint sensing, off-line      57 62
Fingerprint sensing, on-line      57
Fingerprint sensor      58
Fingerprint verification      3
Fingerprint verification, errors      14
Focal point      110
Formation of fingerprints      26
Francis Galton      24 91 182
Frustrated total internal reflection      64
Fully automatic system      5 8
Fusion      see "Integration"
Fuzzy vault      318
FVC2000      18 80 178 209 213 241
FVC2002      80 145 178 213 241 289
Gabor filters      116
Gait biometric      10
Galton details      91
Galton — Henry classification      182
Galton’s classification      182
Generation      see "Fingerprint generation"
Genuine distribution      15
Geometrical distortion      65
Habituated users      6 8
Habituation      72
Hand geometry biometric      10
Hand vein biometric      10
Henry Fauld      24
Henry’s classification      182
Herschel      24
Hill climbing      44 241 305
History of fingerprints      23
Holograms      65
Hough transform      155
Identical twins      see "Twins"
Identification system      see "Fingerprint identification"
Impostor distribution      15
Indexing      see "Fingerprint indexing"
Information content      28 243 305
Infrared imaging      10
Input      139
Integration      39 246
Integration, architecture      247
Integration, level      249
Integration, loosely coupled      39 249
Integration, rules      251
Integration, scheme      251
Integration, strategies      247 251
Integration, tightly coupled      39 249
Inter-class variability      30 142 183
Internet access      46
Intra-class variability      30 33 139 183
Intra-class variability, displacement      139
Intra-class variability, noise      140
Intra-class variability, non-linear distortion      140
Intra-class variability, partial overlap      140
Intra-class variability, pressure      140
Intra-class variability, rotation      140
Intra-class variability, skin condition      140
Intrinsic coordinate system      164
Inverse discrete wavelet transform      85
Iris biometric      11
IrisCode      277 315
Irregularity operator      107
Juan Vucetich      182
Key      45 307
Key, private      308
Key, public      308
Key, replacement      45
Key, session      310
Keystroke biometric      11
Latent      1 28 63 184
Left loop      182
Linear symmetry      131
Logistic regression      251
Magnetic card      3
Masquerade attack      214
Master fingerprint      214 218
Matcher      35
Matching      see "Fingerprint matching"
Matching pairs      14
Matching score      14
Mated pair      35
Mayer      24
Measurement value      249
Mechanical guide      82
Medical records management      46
Minute details      see "Minutiae"
Minutiae      32 91
Minutiae correspondence      152
Minutiae detection      120
Minutiae detection, binarization-based      121
Minutiae detection, grayscale-based      128
Minutiae filtering      132
Minutiae filtering, gray-scale-based      133
Minutiae filtering, structure-based      132
Minutiae matching      149
Minutiae matching with pre-alignment      159
Minutiae matching without alignment      163
Minutiae matching, alignment      150
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