Handbook of fingerprint recognition:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
London
Springer
2009
|
| Ausgabe: | 2. ed. |
| Schriftenreihe: | Springer professional computing
|
| Schlagworte: | |
| Online-Zugang: | Cover Inhaltsverzeichnis |
| Beschreibung: | XVI, 494 S. Ill., graph. Darst. 1 DVD-ROM (12 cm) |
| Format: | DVD player; Windows 98/98SE/Me/NT/2000/XP; |
| ISBN: | 9781848822535 |
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Datensatz im Suchindex
| _version_ | 1804142737960730624 |
|---|---|
| adam_text | DAVIDE MALTONI DARIO MAIO ANIL K. JAIN SALIL PRABHAKAR SECOND EDITION
HANDBOOK OF FINGERPRINT RECOGNITION SPRINGER * CONTENTS PREFACE XI
OVERVIEW XI OBJECTIVES XII ORGANIZATION AND FEATURES XII FROM THE FIRST
TO THE SECOND EDITION XIII CONTENTS OF THE DVD XV INTENDED AUDIENCE XV
ACKNOWLEDGMENTS XVI 1 INTRODUCTION 1 1.1 INTRODUCTION 1 1.2 BIOMETRIE
RECOGNITION 2 1.3 BIOMETRIE SYSTEMS 3 1.4 COMPARISON OF TRAITS 8 1.5
SYSTEM ERRORS 11 1.5.1 REASONS BEHIND SYSTEM ERRORS 12 1.5.2 CAPTURE
MODULE ERRORS 13 1.5.3 FEATURE EXTRACTION MODULE ERRORS 14 1.5.4
TEMPLATE CREATION MODULE ERRORS 14 1.5.5 MATCHING MODULE ERRORS 14 1.5.6
VERIFICATION ERROR RATES 16 1.5.7 IDENTIFICATION ERROR RATES 20 1.6
SYSTEM EVALUATION 22 1.7 APPLICATIONS OF FINGERPRINT SYSTEMS 25 1.7.1
APPLICATION CHARACTERISTICS 25 1.7.2 APPLICATION CATEGORIES 27 1.7.3
BARRIERS TO ADOPTION 30 1.8 HISTORY OF FINGERPRINTS 31 1.9 FORMATION OF
FINGERPRINTS 34 1.10 INDIVIDUALITY OF FINGERPRINTS 35 1.11 FINGERPRINT
SENSING AND STORAGE 36 1.12 FINGERPRINT REPRESENTATION AND FEATURE
EXTRACTION 38 1.13 FINGERPRINT MATCHING 41 1.14 FINGERPRINT
CLASSIFICATION AND INDEXING 43 1.15 SYNTHETIC FINGERPRINTS 45 1.16
BIOMETRIE FUSION 45 VI CONTENTS 1.17 SYSTEM INTEGRATION AND
ADMINISTRATION ISSUES 47 1.18 SECURING FINGERPRINT SYSTEMS 50 1.19
PRIVACY ISSUES 51 1.20 SUMMARY AND FUTURE PROSPECTS 53 1.21 IMAGE
PROCESSING AND PATTERN RECOGNITION BACKGROUND 55 1.21.1 IMAGE PROCESSING
BOOKS 55 1.21.2 PATTERN RECOGNITION BOOKS 56 1.21.3 JOURNALS 56 2
FINGERPRINT SENSING 57 2.1 INTRODUCTION 57 2.2 OFF-LINE FINGERPRINT
ACQUISITION 61 2.3 LIVE-SCAN FINGERPRINT SENSING 63 2.3.1 OPTICAL
SENSORS 63 2.3.2 SOLID-STATE SENSORS 67 2.3.3 ULTRASOUND SENSORS 69 2.4
TOUCH VERSUS SWEEP 70 2.4.1 IMAGE RECONSTRUCTION FROM SLICES 72 2.5
FINGERPRINT IMAGES AND THEIR PARAMETERS 72 2.6 IMAGE QUALITY
SPECIFICATIONS FOR FINGERPRINT SCANNERS 77 2.7 OPERATIONAL QUALITY OF
FINGERPRINT SCANNERS 78 2.8 EXAMPLES OF FINGERPRINT SCANNERS 83 2.9
DEALING WITH SMALL AREA SENSORS 89 2.10 STORING AND COMPRESSING
FINGERPRINT IMAGES 92 2.11 SUMMARY 95 3 FINGERPRINT ANALYSIS AND
REPRESENTATION 97 3.1 INTRODUCTION 97 3.2 LOCAL RIDGE ORIENTATION 102
3.2.1 GRADIENT-BASED APPROACHES 103 3.2.2 SLIT- AND PROJECTION-BASED
APPROACHES 106 3.2.3 ORIENTATION ESTIMATION IN THE FREQUENCY DOMAIN 107
3.2.4 OTHER APPROACHES 108 3.2.5 ORIENTATION IMAGE REGULARIZATION 108
3.2.6 GLOBAL MODELS OF RIDGE ORIENTATIONS 110 3.3 LOCAL RIDGE FREQUENCY
112 3.4 SEGMENTATION 116 3.5 SINGULARITY AND CORE DETECTION 120 3.5.1
POINCARE INDEX 120 3.5.2 METHODS BASED ON LOCAL CHARACTERISTICS OF THE
ORIENTATION IMAGE 124 3.5.3 PARTITIONING-BASED METHODS 125 3.5.4 METHODS
BASED ON A GLOBAL MODEL OF THE ORIENTATION IMAGE 126 F CONTENTS VII
3.5.5 CORE DETECTION AND REGISTRATION 128 3.5.6 MISCELLANEA 130 3.6
ENHANCEMENT 131 3.6.1 PIXEL-WISE ENHANCEMENT 133 3.6.2 CONTEXTUAL
FILTERING 134 3.6.3 MULTI-RESOLUTION ENHANCEMENT 141 3.6.4 CREASE
DETECTION AND REMOVAL 141 3.6.5 MISCELLANEA 143 3.7 MINUTIAE DETECTION
143 3.7.1 BINARIZATION-BASED METHODS 143 3.7.2 DIRECT GRAY-SCALE
EXTRACTION 151 3.7.3 MINUTIAE ENCODING STANDARDS 155 3.8 MINUTIAE
FILTERING 157 3.8.1 STRUCTURAL POST-PROCESSING 157 3.8.2 MINUTIAE
FILTERING IN THE GRAY-SCALE DOMAIN 159 3.9 ESTIMATION OF RIDGE COUNT 161
3.10 ESTIMATION OF FINGERPRINT QUALITY 163 3.10.1 GLOBAL QUALITY
ESTIMATION 163 3.10.2 LOCAL QUALITY ESTIMATION 165 3.11 SUMMARY 165 4
FINGERPRINT MATCHING 167 4.1 INTRODUCTION 167 4.2 CORRELATION-BASED
TECHNIQUES 172 4.3 MINUTIAE-BASED METHODS 177 4.3.1 PROBLEM FORMULATION
177 4.3.2 SIMILARITY SCORE 181 4.3.3 POINT PATTERN MATCHING 181 4.3.4
SOME SIMPLE ALGEBRAIC GEOMETRY METHODS 183 4.3.5 HOUGH TRANSFORM-BASED
APPROACHES FOR MINUTIAE MATCHING 184 4.3.6 MINUTIAE MATCHING WITH
PRE-ALIGNMENT 188 4.3.7 AVOIDING ALIGNMENT 192 4.3.8 MISCELLANEA 194 4.4
GLOBAL VERSUS LOCAL MINUTIAE MATCHING 195 4.4.1 THE EARLIER APPROACHES
195 4.4.2 LOCAL STRUCTURE MATCHING THROUGH INVARIANT DISTANCES AND
ANGLES 196 4.4.3 EVOLUTION OF LOCAL STRUCTURE MATCHING 198 4.4.4
CONSOLIDATION 202 4.4.5 ASYMMETRICAL LOCAL MATCHING 205 4.5 DEALING WITH
DISTORTION 206 4.5.1 TOLERANCE BOXES 207 VIII CONTENTS 4.5.2 WARPING 208
4.5.3 MULTIPLE-REGISTRATION AND CLUSTERING 210 4.5.4 TRIANGULATION AND
INCREMENTAL EXPANSION 211 4.5.5 NORMALIZATION 212 4.5.6 FINGERPRINT
DISTORTION MODELS 213 4.6 NON-MINUTIAE FEATURE-BASED MATCHING TECHNIQUES
216 4.6.1 GLOBAL AND LOCAL TEXTURE INFORMATION 217 4.6.2 GEOMETRICAL
ATTRIBUTES AND SPATIAL RELATIONSHIP OF THE RIDGE LINES 221 4.6.3 LEVEL 3
FEATURES 222 4.7 COMPARING THE PERFORMANCE OF MATCHING ALGORITHMS 224
4.7.1 FINGERPRINT DATABASE 225 4.7.2 FINGERPRINT EVALUATION CAMPAIGNS
228 4.7.3 INTEROPERABILITY OF FINGERPRINT RECOGNITION ALGORITHMS 228
4.7.4 FURTHER NOTES ON PERFORMANCE EVALUATION 231 4.8 SUMMARY 232 5
FINGERPRINT CLASSIFICATION AND INDEXING 235 5.1 INTRODUCTION 235 5.2
CLASSIFICATION TECHNIQUES 238 5.2.1 RULE-BASED APPROACHES 242 5.2.2
SYNTACTIC APPROACHES 244 5.2.3 STRUCTURAL APPROACHES 245 5.2.4
STATISTICAL APPROACHES 246 5.2.5 NEURAL NETWORK-BASED APPROACHES 249
5.2.6 MULTIPLE CLASSIFIER-BASED APPROACHES 250 5.2.7 MISCELLANEA 253 5.3
PERFORMANCE OF FINGERPRINT CLASSIFICATION TECHNIQUES 253 5.3.1 RESULTS
ON NIST DB4 255 5.3.2 RESULTS ON NIST DB14 255 5.4 FINGERPRINT INDEXING
AND RETRIEVAL 258 5.4.1 FINGERPRINT SUB-CLASSIFICATION 258 5.4.2
CONTINUOUS CLASSIFICATION AND OTHER INDEXING TECHNIQUES 259 5.4.3
RETRIEVAL STRATEGIES 263 5.4.4 PERFORMANCE OF FINGERPRINT RETRIEVAL
TECHNIQUES 265 5.5 SUMMARY 268 6 SYNTHETIC FINGERPRINT GENERATION 271
6.1 INTRODUCTION 271 6.2 BACKGROUND 272 6.3 THE SFINGE METHOD 274 6.4
GENERATION OF A MASTER FINGERPRINT 277 6.4.1 FINGERPRINT AREA GENERATION
277 CONTENTS IX 6.4.2 ORIENTATION IMAGE GENERATION 278 6.4.3 FREQUENCY
IMAGE GENERATION 282 6.4.4 RIDGE PATTERN GENERATION 283 6.5 GENERATION
OF SYNTHETIC FINGERPRINT IMPRESSIONS 285 6.5.1 VARIATION IN RIDGE
THICKNESS 287 6.5.2 FINGERPRINT DISTORTION 288 6.5.3 PERTURBATION AND
GLOBAL TRANSLATION/ROTATION 290 6.5.4 BACKGROUND GENERATION 290 6.6
VALIDATION OF THE SYNTHETIC GENERATOR 293 6.7 AUTOMATIC GENERATION OF
GROUND TRUTH FEATURES 297 6.8 SFINGE SOFTWARE TOOL 297 6.9 SUMMARY 301 7
BIOMETRIE FUSION 303 7.1 INTRODUCTION 303 7.2 PERFORMANCE IMPROVEMENT
FROM FUSION 306 7.3 APPLICATION-SPECIFIC CONSIDERATIONS 308 7.4 SOURCES
OF INFORMATION 310 7.4.1 FUSION OF MULTIPLE TRAITS 312 7.4.2
MULTI-FINGER FUSION 315 7.4.3 FUSION OF MULTIPLE SAMPLES OF A FINGER:
DIFFERENT SENSORS 315 7.4.4 FUSION OF MULTIPLE SAMPLES OF A FINGER: SAME
SENSOR 316 7.4.5 FUSION OF MULTIPLE REPRESENTATION AND MATCHING
ALGORITHMS 317 7.5 LEVEL OF DETAIL OF INFORMATION IN FUSION 318 7.6
IMAGE-LEVEL FUSION 320 7.7 FEATURE-LEVEL FUSION 322 7.8 RANK-LEVEL
FUSION 324 7.9 SCORE-LEVEL FUSION 325 7.9.1 SCORE NORMALIZATION METHODS
326 7.9.2 BAYESIAN FRAMEWORK FOR SCORE FUSION 329 7.9.3 DENSITY-BASED
METHODS 333 7.9.4 CLASSIFIER-BASED METHODS 334 7.10 DECISION-LEVEL
FUSION 337 7.11 SUMMARY 338 8 FINGERPRINT INDIVIDUALITY 341 8.1
INTRODUCTION 341 8.2 BACKGROUND 344 8.3 UNIFORM MINUTIAE PLACEMENT MODEL
352 8.3.1 THE MODEL , 353 8.3.2 PARAMETER ESTIMATION 356 8.3.3
EXPERIMENTAL EVALUATION 359 X CONTENTS 8.4 FINITE MIXTURE MINUTIAE
PLACEMENT MODEL 364 8.4.1 THE MODEL 364 8.4.2 MODEL FITTING 366 8.4.3
EXPERIMENTAL EVALUATION 368 8.5 OTHER RECENT APPROACHES 369 8.6 SUMMARY
369 9 SECURING FINGERPRINT SYSTEMS 371 9.1 INTRODUCTION 371 9.2 TYPES OF
FAILURES IN FINGERPRINT SYSTEMS 374 9.3 METHODS OF OBTAINING FINGERPRINT
DATA AND COUNTERMEASURES 376 9.3.1 OBTAINING FINGERPRINT DATA OF A
SPECIFIC USER 376 9.3.2 OBTAINING GENERIC FINGERPRINT DATA 379 9.4
METHODS OF INJECTING FINGERPRINT DATA AND COUNTERMEASURES 380 9.4.1
INJECTING A FAKE FINGER AT THE SCANNER 382 9.4.2 INJECTING FINGERPRINT
IN A COMMUNICATION CHANNEL OR IN THE TEMPLATE STORAGE 383 9.4.3
REPLACING A SYSTEM MODULE WITH MALICIOUS SOFTWARE 385 9.5 LIVENESS
DETECTION TECHNIQUES 386 9.5.1 FINGER SKIN PROPERTIES AND FINGER
VITALITY SIGNS 386 9.5.2 EFFECTIVENESS OF LIVENESS DETECTION TECHNIQUES
, 391 9.6 BUILDING A CLOSED FINGERPRINT SYSTEM 391 9.6.1 MATCH-ON-CARD
TECHNIQUES 393 9.6.2 SYSTEM-ON-DEVICE AND SYSTEM-ON-A-CHIP TECHNIQUES
396 9.6.3 MUTUAL AND DISTRIBUTED TRUST TECHNIQUES 397 9.7 TEMPLATE
PROTECTION TECHNIQUES 398 9.7.1 NON-INVERTIBLE TRANSFORMS 403 9.7.2
SALTING 407 9.7.3 KEY-GENERATION BIOMETRIC CRYPTOSYSTEMS 407 9.7.4
KEY-BINDING BIOMETRIC CRYPTOSYSTEMS 410 9.8 SUMMARY 416 BIBLIOGRAPHY 417
INDEX 483
|
| any_adam_object | 1 |
| building | Verbundindex |
| bvnumber | BV025561976 |
| classification_rvk | ST 277 |
| ctrlnum | (OCoLC)890624246 (DE-599)BVBBV025561976 |
| dewey-full | 363.258 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 363 - Other social problems and services |
| dewey-raw | 363.258 |
| dewey-search | 363.258 |
| dewey-sort | 3363.258 |
| dewey-tens | 360 - Social problems and services; associations |
| discipline | Informatik Soziologie |
| edition | 2. ed. |
| format | Book |
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| id | DE-604.BV025561976 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:36:32Z |
| institution | BVB |
| isbn | 9781848822535 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-020161283 |
| oclc_num | 890624246 |
| open_access_boolean | |
| owner | DE-11 DE-Aug4 |
| owner_facet | DE-11 DE-Aug4 |
| physical | XVI, 494 S. Ill., graph. Darst. 1 DVD-ROM (12 cm) |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | Springer |
| record_format | marc |
| series2 | Springer professional computing |
| spelling | Handbook of fingerprint recognition Davide Maltoni ... 2. ed. London Springer 2009 XVI, 494 S. Ill., graph. Darst. 1 DVD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Springer professional computing DVD player; Windows 98/98SE/Me/NT/2000/XP; Mustervergleich (DE-588)4307192-2 gnd rswk-swf Authentifikation (DE-588)4330656-1 gnd rswk-swf Elektronischer Fingerabdruck (DE-588)4582425-3 gnd rswk-swf Benutzeroberfläche (DE-588)4131424-4 gnd rswk-swf Biometrie (DE-588)4124925-2 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Merkmalsextraktion (DE-588)4314440-8 gnd rswk-swf Genetischer Fingerabdruck (DE-588)4245149-8 gnd rswk-swf Benutzeroberfläche (DE-588)4131424-4 s Authentifikation (DE-588)4330656-1 s Genetischer Fingerabdruck (DE-588)4245149-8 s Biometrie (DE-588)4124925-2 s Merkmalsextraktion (DE-588)4314440-8 s Mustervergleich (DE-588)4307192-2 s DE-604 Elektronischer Fingerabdruck (DE-588)4582425-3 s 1\p DE-604 Maschinelles Sehen (DE-588)4129594-8 s 2\p DE-604 Maltoni, Davide Sonstige oth DE-576;springer image/jpeg http://swbplus.bsz-bw.de/bsz306736314cov.htm 20090519200555 Cover GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020161283&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Handbook of fingerprint recognition Mustervergleich (DE-588)4307192-2 gnd Authentifikation (DE-588)4330656-1 gnd Elektronischer Fingerabdruck (DE-588)4582425-3 gnd Benutzeroberfläche (DE-588)4131424-4 gnd Biometrie (DE-588)4124925-2 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Merkmalsextraktion (DE-588)4314440-8 gnd Genetischer Fingerabdruck (DE-588)4245149-8 gnd |
| subject_GND | (DE-588)4307192-2 (DE-588)4330656-1 (DE-588)4582425-3 (DE-588)4131424-4 (DE-588)4124925-2 (DE-588)4129594-8 (DE-588)4314440-8 (DE-588)4245149-8 |
| title | Handbook of fingerprint recognition |
| title_auth | Handbook of fingerprint recognition |
| title_exact_search | Handbook of fingerprint recognition |
| title_full | Handbook of fingerprint recognition Davide Maltoni ... |
| title_fullStr | Handbook of fingerprint recognition Davide Maltoni ... |
| title_full_unstemmed | Handbook of fingerprint recognition Davide Maltoni ... |
| title_short | Handbook of fingerprint recognition |
| title_sort | handbook of fingerprint recognition |
| topic | Mustervergleich (DE-588)4307192-2 gnd Authentifikation (DE-588)4330656-1 gnd Elektronischer Fingerabdruck (DE-588)4582425-3 gnd Benutzeroberfläche (DE-588)4131424-4 gnd Biometrie (DE-588)4124925-2 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Merkmalsextraktion (DE-588)4314440-8 gnd Genetischer Fingerabdruck (DE-588)4245149-8 gnd |
| topic_facet | Mustervergleich Authentifikation Elektronischer Fingerabdruck Benutzeroberfläche Biometrie Maschinelles Sehen Merkmalsextraktion Genetischer Fingerabdruck |
| url | http://swbplus.bsz-bw.de/bsz306736314cov.htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020161283&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT maltonidavide handbookoffingerprintrecognition |