Person Re-Identification:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | German |
| Veröffentlicht: |
London
Springer London
2014
|
| Ausgabe: | Aufl. 2014 |
| Schlagworte: | |
| Online-Zugang: | BFB01 BTU01 FHA01 FHM01 FHN01 FKE01 FRO01 UBG01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | Lizenzpflichtig |
| Beschreibung: | 1 Online-Ressource (XII, 445 S.) |
| Format: | Langzeitarchivierung gewährleistet, LZA |
| ISBN: | 9781447162964 |
| DOI: | 10.1007/978-1-4471-6296-4 |
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Datensatz im Suchindex
| _version_ | 1804151866264649729 |
|---|---|
| adam_text | PERSON RE-IDENTIFICATION
/
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
THE RE-IDENTIFICATION CHALLENGE
PART I: FEATURES AND REPRESENTATIONS
DISCRIMINATIVE IMAGE DESCRIPTORS FOR PERSON RE-IDENTIFICATION
SDALF
RE-IDENTIFICATION BY COVARIANCE DESCRIPTORS
ATTRIBUTES-BASED RE-IDENTIFICATION
PERSON RE-IDENTIFICATION BY ATTRIBUTE-ASSISTED CLOTHES APPEARANCE
PERSON RE-IDENTIFICATION BY ARTICULATED APPEARANCE MATCHING
ONE-SHOT PERSON RE-IDENTIFICATION WITH A CONSUMER DEPTH CAMERA
GROUP ASSOCIATION
EVALUATING FEATURE IMPORTANCE FOR RE-IDENTIFICATION
PART II: MATCHING AND DISTANCE METRIC
LEARNING APPEARANCE TRANSFER FOR PERSON RE-IDENTIFICATION
MAHALANOBIS DISTANCE LEARNING FOR PERSON RE-IDENTIFICATION
DICTIONARY-BASED DOMAIN ADAPTATION METHODS FOR THE RE-IDENTIFICATION OF
FACES
FROM RE-IDENTIFICATION TO IDENTITY INFERENCE
RE-IDENTIFICATION FOR IMPROVED PEOPLE TRACKING
PART III: EVALUATION AND APPLICATION
BENCHMARKING FOR PERSON RE-IDENTIFICATION
PERSON RE-IDENTIFICATION
PEOPLE SEARCH WITH TEXTUAL QUERIES ABOUT CLOTHING APPEARANCE ATTRIBUTES
LARGE SCALE CAMERA TOPOLOGY MAPPING
SCALABLE MULTI-CAMERA TRACKING IN A METROPOLIS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
PERSON RE-IDENTIFICATION
/
: 2014
ABSTRACT / INHALTSTEXT
RE-IDENTIFICATION OFFERS A USEFUL TOOL FOR NON-INVASIVE BIOMETRIC
VALIDATION, SURVEILLANCE, AND HUMAN-ROBOT INTERACTION IN A BROAD RANGE
OF APPLICATIONS FROM CROWD TRAFFIC MANAGEMENT TO PERSONALISED
HEALTHCARE. THIS COMPREHENSIVE VOLUME IS THE FIRST WORK OF ITS KIND
DEDICATED TO ADDRESSING THE CHALLENGE OF PERSON RE-IDENTIFICATION,
PRESENTING INSIGHTS FROM AN INTERNATIONAL SELECTION OF LEADING
AUTHORITIES IN THE FIELD. TAKING A STRONGLY MULTIDISCIPLINARY APPROACH,
THE TEXT PROVIDES AN IN-DEPTH DISCUSSION OF RECENT DEVELOPMENTS AND
STATE-OF-THE-ART METHODS DRAWN FROM THE COMPUTER VISION, PATTERN
RECOGNITION AND MACHINE LEARNING COMMUNITIES, EMBRACING BOTH FUNDAMENTAL
RESEARCH AND PRACTICAL APPLICATIONS. TOPICS AND FEATURES: INTRODUCES
EXAMPLES OF ROBUST FEATURE REPRESENTATIONS, REVIEWS SALIENT FEATURE
WEIGHTING AND SELECTION MECHANISMS, AND EXAMINES THE BENEFITS OF
SEMANTIC ATTRIBUTES DESCRIBES HOW TO SEGREGATE MEANINGFUL BODY PARTS
FROM BACKGROUND CLUTTER EXAMINES THE USE OF 3D DEPTH IMAGES, AND
CONTEXTUAL CONSTRAINTS DERIVED FROM THE VISUAL APPEARANCE OF A GROUP
REVIEWS APPROACHES TO FEATURE TRANSFER FUNCTION AND DISTANCE METRIC
LEARNING, AND DISCUSSES POTENTIAL SOLUTIONS TO ISSUES OF DATA
SCALABILITY AND IDENTITY INFERENCE INVESTIGATES THE LIMITATIONS OF
EXISTING BENCHMARK DATASETS, PRESENTS STRATEGIES FOR CAMERA TOPOLOGY
INFERENCE, AND DESCRIBES TECHNIQUES FOR IMPROVING POST-RANK SEARCH
EFFICIENCY EXPLORES THE DESIGN RATIONALE AND IMPLEMENTATION
CONSIDERATIONS OF BUILDING A PRACTICAL RE-IDENTIFICATION SYSTEM THIS
TIMELY COLLECTION WILL BE OF GREAT INTEREST TO ACADEMICS, INDUSTRIAL
RESEARCHERS AND POSTGRADUATES INVOLVED IN COMPUTER VISION AND MACHINE
LEARNING, DATABASE IMAGE RETRIEVAL, BIG DATA MINING, AND SEARCH ENGINES,
AS WELL AS TO DEVELOPERS KEEN TO EXPLOIT THIS EMERGING TECHNOLOGY FOR
COMMERCIAL APPLICATIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| dewey-search | 006.6 |
| dewey-sort | 16.6 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-1-4471-6296-4 |
| edition | Aufl. 2014 |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:01:37Z |
| institution | BVB |
| isbn | 9781447162964 |
| language | German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027083356 |
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| spelling | Person Re-Identification Shaogang Gong ... (Hrsg.) Aufl. 2014 London Springer London 2014 1 Online-Ressource (XII, 445 S.) txt rdacontent c rdamedia cr rdacarrier Lizenzpflichtig Langzeitarchivierung gewährleistet, LZA Wiedererkennen (DE-588)4189830-8 gnd rswk-swf Big Data (DE-588)4802620-7 gnd rswk-swf Identifizierbarkeit (DE-588)4732046-1 gnd rswk-swf Identifizierbarkeit (DE-588)4732046-1 s Big Data (DE-588)4802620-7 s Wiedererkennen (DE-588)4189830-8 s DE-604 Gong, Shaogang Sonstige oth Erscheint auch als Druckausgabe 978-1-4471-6295-7 https://doi.org/10.1007/978-1-4471-6296-4 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027083356&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027083356&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Person Re-Identification Wiedererkennen (DE-588)4189830-8 gnd Big Data (DE-588)4802620-7 gnd Identifizierbarkeit (DE-588)4732046-1 gnd |
| subject_GND | (DE-588)4189830-8 (DE-588)4802620-7 (DE-588)4732046-1 |
| title | Person Re-Identification |
| title_auth | Person Re-Identification |
| title_exact_search | Person Re-Identification |
| title_full | Person Re-Identification Shaogang Gong ... (Hrsg.) |
| title_fullStr | Person Re-Identification Shaogang Gong ... (Hrsg.) |
| title_full_unstemmed | Person Re-Identification Shaogang Gong ... (Hrsg.) |
| title_short | Person Re-Identification |
| title_sort | person re identification |
| topic | Wiedererkennen (DE-588)4189830-8 gnd Big Data (DE-588)4802620-7 gnd Identifizierbarkeit (DE-588)4732046-1 gnd |
| topic_facet | Wiedererkennen Big Data Identifizierbarkeit |
| url | https://doi.org/10.1007/978-1-4471-6296-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027083356&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=027083356&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT gongshaogang personreidentification |