Advanced pattern recognition technologies with applications to biometrics:
"This book focuses on two kinds of advanced biometric recognition technologies, biometric data discrimination and multi-biometrics"--Provided by publisher
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Hershey [u.a.]
Medical Information Science Reference
2009
|
| Schriftenreihe: | Premier reference source
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | "This book focuses on two kinds of advanced biometric recognition technologies, biometric data discrimination and multi-biometrics"--Provided by publisher |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | xv, 368 S. graf. Darst. |
| ISBN: | 9781605662008 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV035481119 | ||
| 003 | DE-604 | ||
| 005 | 20090625 | ||
| 007 | t | ||
| 008 | 090511s2009 |||| |||| 00||| eng d | ||
| 010 | |a 2008040444 | ||
| 020 | |a 9781605662008 |c hardcover |9 978-1-60566-200-8 | ||
| 035 | |a (OCoLC)602624932 | ||
| 035 | |a (DE-599)GBV578349698 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-19 | ||
| 050 | 0 | |a TK7882.B56 | |
| 082 | 0 | |a 006.4 |2 22 | |
| 084 | |a ST 640 |0 (DE-625)143686: |2 rvk | ||
| 245 | 1 | 0 | |a Advanced pattern recognition technologies with applications to biometrics |c David Zhang ... |
| 264 | 1 | |a Hershey [u.a.] |b Medical Information Science Reference |c 2009 | |
| 300 | |a xv, 368 S. |b graf. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Premier reference source | |
| 500 | |a Includes bibliographical references and index | ||
| 520 | 1 | |a "This book focuses on two kinds of advanced biometric recognition technologies, biometric data discrimination and multi-biometrics"--Provided by publisher | |
| 650 | 0 | |a Biometric identification | |
| 650 | 4 | |a Identification biométrique | |
| 650 | 4 | |a Reconnaissance des formes (Informatique) | |
| 650 | 4 | |a Biometric identification | |
| 650 | 0 | 7 | |a Biometrie |0 (DE-588)4124925-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Mustererkennung |0 (DE-588)4040936-3 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Mustererkennung |0 (DE-588)4040936-3 |D s |
| 689 | 0 | 1 | |a Biometrie |0 (DE-588)4124925-2 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Zhang, David |d 1949- |e Sonstige |0 (DE-588)12099190X |4 oth | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-1-60566-201-5 |
| 856 | 4 | 2 | |m Digitalisierung UB Bamberg |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017537648&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-017537648 | ||
Datensatz im Suchindex
| _version_ | 1804139091724337152 |
|---|---|
| adam_text | Table
of
Contents
Preface
...............................................................................................................
vii
Acknowledgment
...............................................................................................xv
Chapter I
Overview
..............................................................................................................1
Introduction
...........................................................................................................1
Biometrie
Recognition Technologies
....................................................................5
Main Problems in
Biometrie
Recognition
.............................................................8
Book Perspective
.................................................................................................12
References
...........................................................................................................16
Section I
Biometrie
Discriminant Analysis
Chapter II
Discriminant Analysis for
Biometrie
Recognition
..........................................25
Linear Discriminant Analysis
..............................................................................25
LDAfor Solving the Small Sample Size Problems
..............................................27
Organization of Section
1....................................................................................28
References
...........................................................................................................28
Chapter
III
Discriminant Criteria for Pattern Classification
............................................30
Introduction
.........................................................................................................30
Large Margin Linear Projection Classifier
.........................................................34
Minimum Norm Minimum Squared-Error Classifier
..........................................38
Maximum Scatter Difference Classifier
..............................................................43
Summary
.............................................................................................................55
References
...........................................................................................................55
Chapter IV
Orthogonal Discriminant Analysis Methods
....................................................58
Introduction
.........................................................................................................58
Orthogonalized Fisher Discriminant
..................................................................63
Fisher Discriminant with
Schur
Decomposition
.................................................65
Comparison of Orthogonal Discriminant Analysis Methods
..............................70
Summary
.............................................................................................................75
References
...........................................................................................................76
Chapter V
Parameterized Discriminant Analysis Methods
.............................................78
Parameterized Direct Linear Discriminant Analysis
..........................................78
Weighted LDA in the Range of Within-Class Scatter Matrix
..............................94
Summary
...........................................................................................................103
References
.........................................................................................................103
Chapter VI
Two Novel Facial Feature Extraction Methods
............................................106
Multiple Maximum Scatter Difference
..............................................................106
Feature Extraction Based on Coefficients of Variances
.....................................119
Summary
...........................................................................................................131
References
.........................................................................................................132
Section II
Tensor Technology
Chapter
VII
Tensor Space
....................................................................................................135
Background
.......................................................................................................135
Basic Notations
.................................................................................................136
Tensor Decomposition
.......................................................................................142
Tensor Rank
.......................................................................................................145
References
.........................................................................................................148
Chapter
VIII
Tensor Principal Component Analysis
..........................................................150
Introduction
.......................................................................................................150
Basic Algorithms
...............................................................................................152
Applications to
Biometrie
Verification
..............................................................161
Summary and Discussion
..................................................................................168
References
.........................................................................................................170
Chapter IX
Tensor Linear Discriminant Analysis
............................................................172
Introduction
.......................................................................................................172
Basic Algorithms
...............................................................................................173
Applications to
Biometrie
Verification
..............................................................191
Summary and Discussion
..................................................................................198
References
.........................................................................................................199
Chapter X
Tensor Independent Component Analysis and Tensor Non-Negative
Factorization
....................................................................................................202
Introduction
.......................................................................................................202
Tensor Independent Component Analysis
.........................................................205
Tensor Non-Negative Factorization (NF)
.........................................................213
Applications to
Biometrie
Verification
..............................................................220
Summary
...........................................................................................................223
References
.........................................................................................................223
Chapter XI
Other Tensor Analysis and Further Direction
..............................................226
Introduction
.......................................................................................................226
Tensor-Based Classifiers
...................................................................................228
Other Tensor Subspace Analysis
.......................................................................239
Summary
...........................................................................................................249
References
.........................................................................................................250
Section III
Biometrie
Fusion
Chapter
XII
From Single Biometrics to Multi-Biometrics
................................................254
Introduction
.......................................................................................................254
Biometrie
and Multi-Biometric Fusion: Definition and Notation
.....................257
Performance Evaluation of
Biometrie
Techniques
...........................................263
Research and Development of Multi-Biometrics
..............................................265
References
.........................................................................................................268
Chapter
XIII
Feature Level Fusion
......................................................................................273
Introduction
.......................................................................................................273
Schemes to Fuse Features at the Feature Level
................................................275
Face and Palm Print Fusion at the Feature Level
............................................276
Fusion of Multiple Feature Presentations
........................................................294
Comments
..........................................................................................................301
References
.........................................................................................................301
Chapter
XIV
Matching Score Level Fusion
.........................................................................305
Introduction
.......................................................................................................305
Matching Score Fusion Rules
...........................................................................308
Normalization Procedures of Matching Scores
................................................314
Exemplification: Information Fusion of Face and Palmprint
...........................318
Comments
..........................................................................................................323
References
.........................................................................................................323
Chapter XV
Decision Level Fusion
.....................................................................................328
Introduction
.......................................................................................................328
Rules and Methods of Decision Level Fusion
...................................................330
Selecting Classifiers Based on Correlations Between Classifiers
....................337
A Case Study of Group Decision-Based Face Recognition
..............................338
Comments on
Biometrie
Fusion at the Three Levels
........................................343
References
.........................................................................................................345
Chapter
XVI
Book Summary
................................................................................................349
Content Summary
..............................................................................................349
Method Applicability
.........................................................................................351
Comments on Multi-Biometrics Development
..................................................352
References
.........................................................................................................357
Glossary
...........................................................................................................359
About the Authors
...........................................................................................364
Index
.................................................................................................................366
|
| any_adam_object | 1 |
| author_GND | (DE-588)12099190X |
| building | Verbundindex |
| bvnumber | BV035481119 |
| callnumber-first | T - Technology |
| callnumber-label | TK7882 |
| callnumber-raw | TK7882.B56 |
| callnumber-search | TK7882.B56 |
| callnumber-sort | TK 47882 B56 |
| callnumber-subject | TK - Electrical and Nuclear Engineering |
| classification_rvk | ST 640 |
| ctrlnum | (OCoLC)602624932 (DE-599)GBV578349698 |
| dewey-full | 006.4 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.4 |
| dewey-search | 006.4 |
| dewey-sort | 16.4 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01965nam a2200469 c 4500</leader><controlfield tag="001">BV035481119</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20090625 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">090511s2009 |||| |||| 00||| eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="a">2008040444</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781605662008</subfield><subfield code="c">hardcover</subfield><subfield code="9">978-1-60566-200-8</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)602624932</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)GBV578349698</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-19</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">TK7882.B56</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.4</subfield><subfield code="2">22</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 640</subfield><subfield code="0">(DE-625)143686:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Advanced pattern recognition technologies with applications to biometrics</subfield><subfield code="c">David Zhang ...</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Hershey [u.a.]</subfield><subfield code="b">Medical Information Science Reference</subfield><subfield code="c">2009</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">xv, 368 S.</subfield><subfield code="b">graf. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Premier reference source</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index</subfield></datafield><datafield tag="520" ind1="1" ind2=" "><subfield code="a">"This book focuses on two kinds of advanced biometric recognition technologies, biometric data discrimination and multi-biometrics"--Provided by publisher</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Biometric identification</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Identification biométrique</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Reconnaissance des formes (Informatique)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Biometric identification</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Biometrie</subfield><subfield code="0">(DE-588)4124925-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Mustererkennung</subfield><subfield code="0">(DE-588)4040936-3</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Mustererkennung</subfield><subfield code="0">(DE-588)4040936-3</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Biometrie</subfield><subfield code="0">(DE-588)4124925-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Zhang, David</subfield><subfield code="d">1949-</subfield><subfield code="e">Sonstige</subfield><subfield code="0">(DE-588)12099190X</subfield><subfield code="4">oth</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe</subfield><subfield code="z">978-1-60566-201-5</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Bamberg</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017537648&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-017537648</subfield></datafield></record></collection> |
| id | DE-604.BV035481119 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T21:38:34Z |
| institution | BVB |
| isbn | 9781605662008 |
| language | English |
| lccn | 2008040444 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-017537648 |
| oclc_num | 602624932 |
| open_access_boolean | |
| owner | DE-19 DE-BY-UBM |
| owner_facet | DE-19 DE-BY-UBM |
| physical | xv, 368 S. graf. Darst. |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | Medical Information Science Reference |
| record_format | marc |
| series2 | Premier reference source |
| spelling | Advanced pattern recognition technologies with applications to biometrics David Zhang ... Hershey [u.a.] Medical Information Science Reference 2009 xv, 368 S. graf. Darst. txt rdacontent n rdamedia nc rdacarrier Premier reference source Includes bibliographical references and index "This book focuses on two kinds of advanced biometric recognition technologies, biometric data discrimination and multi-biometrics"--Provided by publisher Biometric identification Identification biométrique Reconnaissance des formes (Informatique) Biometrie (DE-588)4124925-2 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Mustererkennung (DE-588)4040936-3 s Biometrie (DE-588)4124925-2 s DE-604 Zhang, David 1949- Sonstige (DE-588)12099190X oth Erscheint auch als Online-Ausgabe 978-1-60566-201-5 Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017537648&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advanced pattern recognition technologies with applications to biometrics Biometric identification Identification biométrique Reconnaissance des formes (Informatique) Biometrie (DE-588)4124925-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| subject_GND | (DE-588)4124925-2 (DE-588)4040936-3 |
| title | Advanced pattern recognition technologies with applications to biometrics |
| title_auth | Advanced pattern recognition technologies with applications to biometrics |
| title_exact_search | Advanced pattern recognition technologies with applications to biometrics |
| title_full | Advanced pattern recognition technologies with applications to biometrics David Zhang ... |
| title_fullStr | Advanced pattern recognition technologies with applications to biometrics David Zhang ... |
| title_full_unstemmed | Advanced pattern recognition technologies with applications to biometrics David Zhang ... |
| title_short | Advanced pattern recognition technologies with applications to biometrics |
| title_sort | advanced pattern recognition technologies with applications to biometrics |
| topic | Biometric identification Identification biométrique Reconnaissance des formes (Informatique) Biometrie (DE-588)4124925-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| topic_facet | Biometric identification Identification biométrique Reconnaissance des formes (Informatique) Biometrie Mustererkennung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017537648&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT zhangdavid advancedpatternrecognitiontechnologieswithapplicationstobiometrics |