Holdings: Machine learning techniques for gait biometric recognition

Machine learning techniques for gait biometric recognition: using the ground reaction force

Saved in:

Bibliographic Details
Main Author:	Mason, James Eric (Author)
Format:	Electronic eBook
Language:	English
Published:	[Cham] Springer [2016]
Subjects:	Engineering Biometrics (Biology) System safety Signal, Image and Speech Processing Biometrics Security Science and Technology Ingenieurwissenschaften
Online Access:	BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Abstract Inhaltsverzeichnis
Physical Description:	1 Online Ressource (xxxiv, 223 Seiten)
ISBN:	9783319290881
DOI:	10.1007/978-3-319-29088-1

Staff View

MARC


LEADER	00000nmm a2200000zc 4500
001	BV043422729
003	DE-604
005	20160908
007	cr\|uuu---uuuuu
008	160302s2016 \|\|\|\| o\|\|u\| \|\|\|\|\|\|eng d
020			\|a 9783319290881 \|c Online \|9 978-3-319-29088-1
024	7		\|a 10.1007/978-3-319-29088-1 \|2 doi
035			\|a (OCoLC)943775945
035			\|a (DE-599)BVBBV043422729
040			\|a DE-604 \|b ger \|e rda
041	0		\|a eng
049			\|a DE-1046 \|a DE-1043 \|a DE-Aug4 \|a DE-898 \|a DE-573 \|a DE-859 \|a DE-863 \|a DE-634 \|a DE-92 \|a DE-862 \|a DE-861 \|a DE-706
082	0		\|a 621.382 \|2 23
100	1		\|a Mason, James Eric \|e Verfasser \|4 aut
245	1	0	\|a Machine learning techniques for gait biometric recognition \|b using the ground reaction force \|c James Eric Mason, Issa Traoré, Isaac Woungang
264		1	\|a [Cham] \|b Springer \|c [2016]
264		4	\|c © 2016
300			\|a 1 Online Ressource (xxxiv, 223 Seiten)
336			\|b txt \|2 rdacontent
337			\|b c \|2 rdamedia
338			\|b cr \|2 rdacarrier
650		4	\|a Engineering
650		4	\|a Biometrics (Biology)
650		4	\|a System safety
650		4	\|a Signal, Image and Speech Processing
650		4	\|a Biometrics
650		4	\|a Security Science and Technology
650		4	\|a Ingenieurwissenschaften
700	1		\|a Traoré, Issa \|e Sonstige \|4 oth
700	1		\|a Woungang, Isaac \|e Sonstige \|0 (DE-588)1043909540 \|4 oth
776	0	8	\|i Erscheint auch als \|n Druckausgabe \|z 978-3-319-29086-7
856	4	0	\|u https://doi.org/10.1007/978-3-319-29088-1 \|x Verlag \|z URL des Erstveröffentlichers \|3 Volltext
856	4	2	\|m Springer Fremddatenuebernahme \|q application/pdf \|u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840622&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA \|3 Abstract
856	4	2	\|m Springer Fremddatenuebernahme \|q application/pdf \|u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840622&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA \|3 Inhaltsverzeichnis
912			\|a ZDB-2-ENG
940	1		\|q ZDB-2-ENG_2016
999			\|a oai:aleph.bib-bvb.de:BVB01-028840622
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l BTU01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FAB01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FAW01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FHA01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FHI01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FHN01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FHR01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FKE01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FRO01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FWS01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l FWS02 \|p ZDB-2-ENG \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-29088-1 \|l UBY01 \|p ZDB-2-ENG \|x Verlag \|3 Volltext

Record in the Search Index

DE-BY-FWS_katkey	612936
_version_	1824554508263358464
adam_text	MACHINE LEARNING TECHNIQUES FOR GAIT BIOMETRIC RECOGNITION / MASON, JAMES ERIC : 2016 ABSTRACT / INHALTSTEXT THIS BOOK FOCUSES ON HOW MACHINE LEARNING TECHNIQUES CAN BE USED TO ANALYZE AND MAKE USE OF ONE PARTICULAR CATEGORY OF BEHAVIORAL BIOMETRICS KNOWN AS THE GAIT BIOMETRIC. A COMPREHENSIVE GROUND REACTION FORCE (GRF)-BASED GAIT BIOMETRICS RECOGNITION FRAMEWORK IS PROPOSED AND VALIDATED BY EXPERIMENTS. IN ADDITION, AN IN-DEPTH ANALYSIS OF EXISTING RECOGNITION TECHNIQUES THAT ARE BEST SUITED FOR PERFORMING FOOTSTEP GRF-BASED PERSON RECOGNITION IS ALSO PROPOSED, AS WELL AS A COMPARISON OF FEATURE EXTRACTORS, NORMALIZERS, AND CLASSIFIERS CONFIGURATIONS THAT WERE NEVER DIRECTLY COMPARED WITH ONE ANOTHER IN ANY PREVIOUS GRF RECOGNITION RESEARCH. FINALLY, A DETAILED THEORETICAL OVERVIEW OF MANY EXISTING MACHINE LEARNING TECHNIQUES IS PRESENTED, LEADING TO A PROPOSAL OF TWO NOVEL DATA PROCESSING TECHNIQUES DEVELOPED SPECIFICALLY FOR THE PURPOSE OF GAIT BIOMETRIC RECOGNITION USING GRF. THIS BOOK INTRODUCES NOVEL MACHINE-LEARNING-BASED TEMPORAL NORMALIZATION TECHNIQUES BRIDGES RESEARCH GAPS CONCERNING THE EFFECT OF FOOTWEAR AND STEPPING SPEED ON FOOTSTEP GRF-BASED PERSON RECOGNITION PROVIDES DETAILED DISCUSSIONS OF KEY RESEARCH CHALLENGES AND OPEN RESEARCH ISSUES IN GAIT BIOMETRICS RECOGNITION COMPARES BIOMETRICS SYSTEMS TRAINED AND TESTED WITH THE SAME FOOTWEAR AGAINST THOSE TRAINED AND TESTED WITH DIFFERENT FOOTWEAR DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. MACHINE LEARNING TECHNIQUES FOR GAIT BIOMETRIC RECOGNITION / MASON, JAMES ERIC : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION BACKGROUND EXPERIMENTAL DESIGN AND DATASET FEATURE EXTRACTION.-NORMALIZATION CLASSIFICATION MEASURED PERFORMANCE EXPERIMENTAL ANALYSIS CONCLUSION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
any_adam_object	1
author	Mason, James Eric
author_GND	(DE-588)1043909540
author_facet	Mason, James Eric
author_role	aut
author_sort	Mason, James Eric
author_variant	j e m je jem
building	Verbundindex
bvnumber	BV043422729
collection	ZDB-2-ENG
ctrlnum	(OCoLC)943775945 (DE-599)BVBBV043422729
dewey-full	621.382
dewey-hundreds	600 - Technology (Applied sciences)
dewey-ones	621 - Applied physics
dewey-raw	621.382
dewey-search	621.382
dewey-sort	3621.382
dewey-tens	620 - Engineering and allied operations
discipline	Elektrotechnik / Elektronik / Nachrichtentechnik
doi_str_mv	10.1007/978-3-319-29088-1
format	Electronic eBook
fullrecord	<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03255nmm a2200613zc 4500</leader><controlfield tag="001">BV043422729</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20160908 </controlfield><controlfield tag="007">cr\|uuu---uuuuu</controlfield><controlfield tag="008">160302s2016 \|\|\|\| o\|\|u\| \|\|\|\|\|\|eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783319290881</subfield><subfield code="c">Online</subfield><subfield code="9">978-3-319-29088-1</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-3-319-29088-1</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)943775945</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV043422729</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-1046</subfield><subfield code="a">DE-1043</subfield><subfield code="a">DE-Aug4</subfield><subfield code="a">DE-898</subfield><subfield code="a">DE-573</subfield><subfield code="a">DE-859</subfield><subfield code="a">DE-863</subfield><subfield code="a">DE-634</subfield><subfield code="a">DE-92</subfield><subfield code="a">DE-862</subfield><subfield code="a">DE-861</subfield><subfield code="a">DE-706</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">621.382</subfield><subfield code="2">23</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Mason, James Eric</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Machine learning techniques for gait biometric recognition</subfield><subfield code="b">using the ground reaction force</subfield><subfield code="c">James Eric Mason, Issa Traoré, Isaac Woungang</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">[Cham]</subfield><subfield code="b">Springer</subfield><subfield code="c">[2016]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2016</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online Ressource (xxxiv, 223 Seiten)</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">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Engineering</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Biometrics (Biology)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">System safety</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Signal, Image and Speech Processing</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Biometrics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Security Science and Technology</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Ingenieurwissenschaften</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Traoré, Issa</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Woungang, Isaac</subfield><subfield code="e">Sonstige</subfield><subfield code="0">(DE-588)1043909540</subfield><subfield code="4">oth</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druckausgabe</subfield><subfield code="z">978-3-319-29086-7</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</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=028840622&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Abstract</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</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=028840622&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-2-ENG</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">ZDB-2-ENG_2016</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-028840622</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">BTU01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FAB01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FAW01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FHA01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FHI01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FHN01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FHR01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FKE01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FWS01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">FWS02</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-29088-1</subfield><subfield code="l">UBY01</subfield><subfield code="p">ZDB-2-ENG</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection>
id	DE-604.BV043422729
illustrated	Not Illustrated
indexdate	2025-02-20T06:52:53Z
institution	BVB
isbn	9783319290881
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028840622
oclc_num	943775945
open_access_boolean
owner	DE-1046 DE-1043 DE-Aug4 DE-898 DE-BY-UBR DE-573 DE-859 DE-863 DE-BY-FWS DE-634 DE-92 DE-862 DE-BY-FWS DE-861 DE-706
owner_facet	DE-1046 DE-1043 DE-Aug4 DE-898 DE-BY-UBR DE-573 DE-859 DE-863 DE-BY-FWS DE-634 DE-92 DE-862 DE-BY-FWS DE-861 DE-706
physical	1 Online Ressource (xxxiv, 223 Seiten)
psigel	ZDB-2-ENG ZDB-2-ENG_2016
publishDate	2016
publishDateSearch	2016
publishDateSort	2016
publisher	Springer
record_format	marc
spellingShingle	Mason, James Eric Machine learning techniques for gait biometric recognition using the ground reaction force Engineering Biometrics (Biology) System safety Signal, Image and Speech Processing Biometrics Security Science and Technology Ingenieurwissenschaften
title	Machine learning techniques for gait biometric recognition using the ground reaction force
title_auth	Machine learning techniques for gait biometric recognition using the ground reaction force
title_exact_search	Machine learning techniques for gait biometric recognition using the ground reaction force
title_full	Machine learning techniques for gait biometric recognition using the ground reaction force James Eric Mason, Issa Traoré, Isaac Woungang
title_fullStr	Machine learning techniques for gait biometric recognition using the ground reaction force James Eric Mason, Issa Traoré, Isaac Woungang
title_full_unstemmed	Machine learning techniques for gait biometric recognition using the ground reaction force James Eric Mason, Issa Traoré, Isaac Woungang
title_short	Machine learning techniques for gait biometric recognition
title_sort	machine learning techniques for gait biometric recognition using the ground reaction force
title_sub	using the ground reaction force
topic	Engineering Biometrics (Biology) System safety Signal, Image and Speech Processing Biometrics Security Science and Technology Ingenieurwissenschaften
topic_facet	Engineering Biometrics (Biology) System safety Signal, Image and Speech Processing Biometrics Security Science and Technology Ingenieurwissenschaften
url	https://doi.org/10.1007/978-3-319-29088-1 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840622&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840622&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT masonjameseric machinelearningtechniquesforgaitbiometricrecognitionusingthegroundreactionforce AT traoreissa machinelearningtechniquesforgaitbiometricrecognitionusingthegroundreactionforce AT woungangisaac machinelearningtechniquesforgaitbiometricrecognitionusingthegroundreactionforce

Holdings

Get full text

MARC

Record in the Search Index

Similar Items