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Maltoni D., Maio D., Jain A.K. — Handbook of fingerprint recognition
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Название: Handbook of fingerprint recognitionАвторы: 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: Рубрика: Computer science /Обработка изображений /Статус предметного указателя: Готов указатель с номерами страниц ed2k: ed2k stats Год издания: 2003Количество страниц: 348Добавлена в каталог: 19.11.2005Операции: Положить на полку |
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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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