Verfügbarkeit: Structural, syntactic, and statistical pattern recognition

Structural, syntactic, and statistical pattern recognition: joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings

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Bibliographische Detailangaben
Format:	Tagungsbericht Buch
Sprache:	English
Veröffentlicht:	Berlin [u.a.] Springer 2012
Schriftenreihe:	Lecture notes in computer science 7626
Schlagworte:	Mustererkennung Konferenzschrift > 2012 > Hiroshima
Online-Zugang:	Inhaltstext Inhaltsverzeichnis
Beschreibung:	XVII, 755 S. Ill., graph. Darst.
ISBN:	3642341659 9783642341656

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245	1	0	\|a Structural, syntactic, and statistical pattern recognition \|b joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings \|c Georgy Gimel'farb ... (eds.)
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Datensatz im Suchindex

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adam_text	IMAGE 1 T A B L E O F C O N T E N T S PIERRE D E V I J V E R A W A R D L E C T U R E ESTIMATION, LEARNING, A N D ADAPTATION: SYSTEMS T H A T IMPROVE W I T H USE 1 GEORGE N A G Y I N V I T E D TALKS OPTIMIZATION TECHNIQUES FOR GEOMETRIC ESTIMATION: BEYOND MINIMIZATION 11 KENICHI K A N A T A N I HIERARCHICAL COMPOSITIONAL REPRESENTATIONS O F O B JECT S T R U C T U R E 31 ALES LEONARDOS S T R U C T U R A L , S Y N T A C T I C A L , A N D STATISTICAL P A T T E R N R E C O G N I T I O N INFORMATION THEORETIC P R O T O T Y P E SELECTION FOR U N A T T R I B U T E D G R A P H S . . . . 33 L I N HAN, LUCA ROSSI, ANDREA TORSELLO. RICHARD C. WILSON, AND E D W I N R" HANCOCK G R A P H KERNELS: CROSSING INFORMATION FROM DIFFERENT P A T T E R N S USING G R A P H E D I T DISTANCE 42 BENOIT GAIIZERE, L U C BRUN, AND DIDIER VILLEMIN M O D E SEEKING CLUSTERING BY K N N A N D M E A N SHIFT EVALUATED 51 ROBERT P. W. DUIN, A N A L.N. FRED. MARCO LOOG, A N D ELZBIETA PPKALSKA LEARNING SPARSE KERNEL CLASSIFIERS IN T H E P R I M A L 60 ZHOUYU FU. GUOJUN LU, KAI-MING TING, A,ND DENGSHENG ZHANG G R A P H A N D TREE M E T H O D S EVOLUTIONARY WEIGHTED M E A N BASED FRAMEWORK FOR GENERALIZED MEDIAN C O M P U T A T I O N W I T H APPLICATION T O STRINGS 70 LUCAS FRANEK A N D X I A O Y I JIANG G R A P H COMPLEXITY FROM T H E JENSEN-SHANNON DIVERGENCE 79 L U B A I AND E D W I N R. HANCOCK COMPLEXITY O F C O M P U T I N G DISTANCES BETWEEN GEOMETRIC TREES 89 A A S A FERAGEN HTTP://D-NB.INFO/1025944828 IMAGE 2 XII TABLE OF CONTENTS ACTIVE G R A P H MATCHING BASED ON PAIRWISE PROBABILITIES BETWEEN NODES X A V I E R CORTES, FRANCESC SERRATOSA, A N D ALBERT SOLE-RIBALTA ON T H E RELATION BETWEEN T H E C O M M O N LABELLING A N D T H E MEDIAN G R A P H NICOLA REBAGLIATI, ALBERT SOLE-RIBALTA, MARCELLO PELILLO, AND FRANCESC SERRATOSA R A N D O M I Z E D M E T H O D S A N D I M A G E A N A L Y S I S A HIERARCHICAL IMAGE SEGMENTATION ALGORITHM BASED O N A N OBSERVATION SCALE SILVIO J A M I L F. GUIMARAES, JEAN COUSTY, YUKIKO KENMOCHI, AND LAURENT N A J M A N A DISCRETE SCALE SPACE NEIGHBORHOOD FOR R O B U S T DEEP S T R U C T U R E EXTRACTION 126 M A R T I N TSCHIRSICH AND A R J A N KUIJPER O N T H E CORRELATION OF G R A P H E D I T DISTANCE A N D L \ DISTANCE IN T H E A T T R I B U T E STATISTICS EMBEDDING SPACE 135 J A U M E GIBERT, E R N E S T VALVENY, HORST BUNKE, AND ALICIA FORNES APPROXIMATE AXIAL SYMMETRIES FROM CONTINUOUS T I M E Q U A N T U M WALKS 144 LUCA ROSSI, ANDREA TORSELLO, AND EDWIN R . HANCOCK A CLUSTERING-BASED ENSEMBLE TECHNIQUE FOR S H A P E DECOMPOSITION 153 SERGEJ LEWIN, X I A O Y I JIANG, AND, A C H I M CLAUSING K E R N E L M E T H O D S I N STRUCTURAL A N D S Y N T A C T I C A L P A T T E R N R E C O G N I T I O N LAPLACIAN EIGENIMAGES IN DISCRETE SCALE SPACE 162 M A R T I N TSCHIRSICH A N D A R J A N KUIJPER A RELATIONAL KERNEL-BASED FRAMEWORK FOR HIERARCHICAL IMAGE UNDERSTANDING 171 LAURA ANTANAS, PAOLO FRASCONI, FABRIZIO COSTA, T I N N E TUYTELAARS, AND L U C DE RAEDT, A JENSEN-SHANNON KERNEL FOR HYPERGRAPHS 181 L U BAI, E D W I N R . HANCOCK, AND PENG R E N H E A T FLOW-THERMODYNAMIC D E P T H COMPLEXITY IN DIRECTED NETWORKS . . . 190 FRANCISCO ESCOLANO, B O Y AN BONEV, AND E D W I N R. HANCOCK 98 107 116 IMAGE 3 TABLE OF CONTENTS XIII SHAPE SIMILARITY BASED ON A TREELET KERNEL W I T H EDITION 199 SEBASTIEN BOUGLEUX, FRANGOIS-XAVIER DUPE, L U C BRUN, AND M Y R I A M MOKHTARI A P P L I C A T I O N S O F STRUCTURAL A N D S Y N T A C T I C A L P A T T E R N R E C O G N I T I O N 3D SHAPE CLASSIFICATION USING C O M M U T E T I M E 208 M U H A M M A D HASEEB AND EDWIN R . HANCOCK CONDITIONAL R A N D O M FIELDS FOR L A N D U S E / L A N D COVER CLASSIFICATION A N D COMPLEX REGION DETECTION 216 GULCAN CAN, ORHAN FIRAT, AND FATOS TUNAY YARMAN VURAL RECOGNITION OF LONG-TERM BEHAVIORS BY PARSING SEQUENCES OF SHORT-TERM ACTIONS W I T H A STOCHASTIC REGULAR G R A M M A R 225 GERARD SANROMA, GERTJAN BURGHOUTS, AND K L A M E R SCHUTTE A COMPARISON BETWEEN STRUCTURAL A N D E M B E D D I N G METHODS FOR G R A P H CLASSIFICATION 234 ALBERT SOLE-RIBALTA, X A V I E R CORTES, AND FRANCESC SERRATOSA IMPROVING FUZZY MULTILEVEL G R A P H EMBEDDING T H R O U G H FEATURE SELECTION TECHNIQUE 243 M U H A M M A D MUZZAMIL LUQMAN, JEAN YVES RAMEL, A N D JOSEP LLADOS C L U S T E R I N G DYNAMIC LEARNING OF S C R F FOR FEATURE SELECTION A N D CLASSIFICATION OF HYPERSPECTRAL IMAGERY 254 PING ZHONG, ZHIMING QIAN, AND RUNSHENG WANG ENTROPIC SELECTION OF HISTOGRAM FEATURES FOR EFFICIENT CLASSIFICATION . . . . 264 AKOS UTASI 2D SHAPES CLASSIFICATION USING B L A S T 273 PIETRO LOVATO A N D MANUELE BICEGO A NEW R A N D O M FOREST M E T H O D FOR ONE-CLASS CLASSIFICATION 282 CHESNER DESIR, S I M O N BERNARD, CAROLINE PETITJEAN, AND LAURENT HEUTTE A NEW INDEX BASED O N SPARSITY MEASURES FOR COMPARING FUZZY PARTITIONS 291 R O M A I N QUERE A N D CARL FRELICOT IMAGE 4 XIV TABLE OF CONTENTS L E A R N I N G POLICHOTOMIES ON IMBALANCED DOMAINS BY ONE-PER-CLASS C O M P E N S A T E D RECONSTRUCTION RULE 301 ROBERTO D'AMBROSIO AND PAOLO SODA T H E DIPPING P H E N O M E N O N 310 MARCO LOOG A N D ROBERT P. W. D U I N COLOUR MATCHING FUNCTION LEARNING 318 L U I S ROMERO-ORTEGA AND A N T O N I O ROBLES-KELLY CONSTRAINED LOG-LIKELIHOOD-BASED SEMI-SUPERVISED LINEAR DISCRIMINANT ANALYSIS 327 MARCO LOOG A N D ARE C. JENSEN OUT-OF-SAMPLE E M B E D D I N G B Y SPARSE REPRESENTATION 336 BOGDAN RADUCANU A N D FADI DORNAIKA K E R N E L M E T H O D S I N STATISTICAL P A T T E R N R E C O G N I T I O N EXTENDED ANALYSES FOR A N O P T I M A L KERNEL IN A CLASS OF KERNELS WITH A N INVARIANT METRIC 345 AKIRA TANAKA, ICHIGAKU TAKIGAWA, HIDEYUKI IMAI, AND MINEICHI K U D O SIMULTANEOUS LEARNING OF LOCALIZED MULTIPLE KERNELS A N D CLASSIFIER WITH WEIGHTED REGULARIZATION 354 NAOYA INOUE A N D YUKIHIKO YAMASHITA CHANGE-POINT DETECTION IN TIME-SERIES D A T A BY RELATIVE DENSITY-RATIO ESTIMATION 363 SONG LIU, MAKOTO YAMADA, NIGEL COLLIER, A N D MASASHI SUGIYAMA ONLINE METRIC LEARNING METHODS USING SOFT MARGINS A N D LEAST SQUARES FORMULATIONS 373 ADRIAN PEREZ-SUAY AND FRANCESC J. FERRI S H A P E ANALYSIS USING T H E EDGE-BASED LAPLACIAN 382 FURQAN AZIZ, RICHARD C. WILSON, AND EDWIN R . HANCOCK A P P L I C A T I O N S O F S T A T I S T I C A L P A T T E R N R E C O G N I T I O N ONE-SIDED P R O T O T Y P E SELECTION O N CLASS IMBALANCED DISSIMILARITY MATRICES 391 MONICA MILLAN-GIRALDO, VICENTE GARCIA, AND J. SALVADOR SANCHEZ ESTIMATING SURFACE CHARACTERISTICS A N D E X T R A C T I N G FEATURES FROM POLARISATION 400 LICHI ZHANG, EDWIN R . HANCOCK, AND JING W U IMAGE 5 TABLE OF CONTENTS XV E X T E N D E D FISHER CRITERION BASED 011 A U T O - C O R R E L A T I O N M A T R I X INFORMATION 409 HITOSHI SAKANO, TSUKASA OHASHI, AKISATO K I M U R A . HIROSHI SAWADA. A N D KATSUHIKO ISHIGURO POISONING ADAPTIVE BIOMETRIC SYSTEMS 417 BATTISTO, BIGGIO. GIORGIO FUM.ERA. FABIO R.OLI. AND LUCA DIDACI MODIFIED DIVERGENCES FOR GAUSSIAN DENSITIES 426 K A R I M T. ABOU-MOUSTAFA AND FRANK P. F E M E A P P L I C A T I O N S O F STRUCTURAL, SYNTACTICAL, A N D STATISTICAL M E T H O D S GRAPH D A T A B A S E RETRIEVAL BASED ON METRIC-TREES 437 FRANCESC SERRATOSA. X A V I E R CORTES, AND ALBERT SOLE-RIBALTA VALIDATION OF NETWORK CLASSIFIERS 448 J A M E S LI. ABDULLAH SONMEZ. ZEHRA, CATALTEPE, AND ERIC B A X ALIGNMENT A N D MORPHING FOR T H E B O U N D A R Y CURVES OF ANATOMICAL ORGANS 458 KEIKO MORITA, ATSUSHI IMIYA, TOMOYA SAKAI, HIDETAKA HONTAN, AND YOSHITAKA M A S U T A N I UNSUPERVISED CLUSTERING O F H U M A N POSE USING SPECTRAL EMBEDDING . . . . 467 M U H A M M A D HASEEB AND EDWIN R. HANCOCK H U M A N ACTION RECOGNITION IN VIDEO BY FUSION OF STRUCTURAL A N D SPATIO-TEMPORAL FEATURES 474 EHSAN ZARE BORZESHI, OSCAR PEREZ CONCHA. AND MASSIMO PICCARDI A N INCREMENTAL STRUCTURED P A R T MODEL FOR IMAGE CLASSIFICATION 483 HUIGANG ZHANG, X I A O BAI, J I A N CHENG, J U N ZHOU, AND HUIJIE ZHAO TOP-DOWN TRACKING A N D E S T I M A T I N G 3D POSE OF A DIE 492 FUENSANTA TORRES AND WALTER G. KROPATSCH LARGE SCALE EXPERIMENTS O N FINGERPRINT LIVENESS DETECTION 501 GIAN LUCA MARCIALIS, LUCA GHIANI, K A T J A VETTER, DIRK MORGENEIER. AND FABIO ROLI IMPLICIT A N D EXPLICIT G R A P H EMBEDDING: COMPARISON OF B O T H APPROACHES O N CHEMOINFORMATICS APPLICATIONS 510 BENOIT GAIIZERE, MAKOTO HASEGAWA, L U C BRUN, AND SALVATORE TABBONE MODELING SPOKEN DIALOG SYSTEMS UNDER T H E INTERACTIVE P A T T E R N RECOGNITION FRAMEWORK 519 M. INES TORRES, JOSE MIGUEL BENEDI, RAQUEL JUSTO, AND. FABRIZIO GHIGI IMAGE 6 XVI TABLE OF CONTENTS HIERARCHICAL G R A P H REPRESENTATION FOR SYMBOL SPOTTING IN GRAPHICAL DOCUMENT IMAGES 529 KLAUS BROELEMANN, A N J A N DUTTA, X I A O Y I JIANG, A N D JOSEP LLADDS C O M P A C T F O R M OF T H E PSEUDO-INVERSE M A T R I X I N T H E APPROXIMATION OF A S T A R G R A P H USING T H E CONDUCTANCE ELECTRICAL MODEL (CEM) 539 MANUEL IGELMO AND ALBERTO SANFELIU A HEURISTIC BASED ON T H E INTRINSIC DIMENSIONALITY FOR REDUCING T H E N U M B E R OF CYCLIC D T W COMPARISONS IN S H A P E CLASSIFICATION A N D RETRIEVAL USING A E S A 548 VICENTE PALAZON-GONZALEZ AND A N D R E S MARZAL S U P P O R T VECTOR MACHINES TRAINING D A T A SELECTION USING A GENETIC ALGORITHM 557 MICHAL KAWULOK AND JAKUB NALEPA A UNIFIED VIEW OF TWO-DIMENSIONAL PRINCIPAL C O M P O N E N T ANALYSES . . . . 566 KOHEI INOUE, K E N J I HARA, AND KIICHI URAHAMA AUTOMATIC DIMENSIONALITY ESTIMATION FOR MANIFOLD LEARNING T H R O U G H O P T I M A L FEATURE SELECTION 575 FADI D O M A I K A , A M M A R ASSOUM, AND BOGDAN RADUCANU NOVEL G A B O R - P H O G FEATURES FOR O B J E C T A N D SCENE IMAGE CLASSIFICATION 584 ATREYEE SINHA, SUGATA BANERJI, AND CHENGJUN L I U B I N A R Y G A B O R STATISTICAL FEATURES FOR P A L M P R I N T TEMPLATE PROTECTION . . . 593 MEIRU MU, QIUQI RUAN, XIAOYING SHAO, L U U K SPREEUUIERS, AND R A Y M O N D VELDHUIS CLASS-DEPENDENT DISSIMILARITY MEASURES FOR MULTIPLE INSTANCE LEARNING 602 VERONIKA CHEPLYGINA, DAVID M.J. TAX, AND MARCO LOOG BIDIRECTIONAL LANGUAGE MODEL FOR HANDWRITING RECOGNITION 611 VOLKMAR FRINKEN, ALICIA FORNES, JOSEP LLADDS, AND JEAN-MARC OGIER HYPERGRAPH SPECTRA FOR UNSUPERVISED FEATURE SELECTION 620 ZHIHONG ZHANG AND EDWIN R. HANCOCK FEATURE SELECTION USING COUNTING GRIDS: APPLICATION T O MICROARRAY D A T A 629 PIETRO LOVATO, MANUELE BICEGO, MARCO CRISTANI, NEBOJSA JOJIC, AND ALESSANDRO P E R I N A INFINITE SPARSE FACTOR ANALYSIS FOR BLIND SOURCE SEPARATION IN REVERBERANT ENVIRONMENTS 638 KOHEI NAGIRA, TAKUMA OTSUKA, AND HIROSHI G. OKUNO IMAGE 7 TABLE OF CONTENTS X V I I SPARSE DISCRIMINANT ANALYSIS BASED O N T H E BAYESIAN POSTERIOR PROBABILITY OBTAINED BY L I REGRESSION 648 AKINORI HIDAKA A N D TAKIO K U R I T A CONDITIONAL VARIANCE OF DIFFERENCES: A R O B U S T SIMILARITY MEASURE FOR MATCHING A N D REGISTRATION 657 A T S U T O MAKI AND RICCARDO GHERARDI A CLASS CENTRIC FEATURE A N D CLASSIFIER ENSEMBLE SELECTION APPROACH FOR MUSIC GENRE CLASSIFICATION 666 HASITHA BIMSARA ARIYARATNE, DENGSHENG ZHANG, ARID GUOJUN L U A LOCAL A D A P T A T I O N O F T H E HISTOGRAM R A D O N TRANSFORM DESCRIPTOR: A N APPLICATION T O A SHOE P R I N T D A T A S E T 675 MAKOTO HASEGAWA AND SALVATORE TABBONE A MULTIPLE CLASSIFIER SYSTEM FOR CLASSIFICATION OF B R E A S T LESIONS USING DYNAMIC A N D MORPHOLOGICAL FEATURES IN D C E - M R I 684 ROBERTA FUSCO, MARIO SANSONE, ANTONELLA PETRI,LLO, AND CARLO SANSONE A COMPARATIVE ANALYSIS OF FORGERY DETECTION ALGORITHMS 693 DAVIDE COZZOLINO, GIOVANNI POGGI, CARLO SANSONE, AND LUISA VERDOLIVA LOW TRAINING S T R E N G T H HIGH CAPACITY CLASSIFIERS FOR ACCURATE ENSEMBLES USING WALSH COEFFICIENTS 701 TERRY WINDEATT A N D CEMRE Z O R A NOVEL SHADOW-ASSISTANT H U M A N FALL DETECTION SCHEME USING A CASCADE OF SVM CLASSIFIERS 710 YIE-TARNG CHEN, YOU-RONG LIN, AND WEN-HSIEN FANG ANALYSIS O F CO-TRAINING ALGORITHM WITH VERY SMALL TRAINING SETS 719 LUCA DIDACI, GIORGIO FUMERA, A N D FABIO ROLLI CLASSIFICATION OF HIGH-DIMENSION P D F S USING T H E HUNGARIAN ALGORITHM 727 J A M E S S. COPE A N D PAOLO REMAGNINO FACE RECOGNITION USING MULTILINEAR MANIFOLD ANALYSIS OF LOCAL DESCRIPTORS 734 X I A N - H U A H A N A N D YEN- WEI CHEN A GENETIC INSPIRED OPTIMIZATION FOR E C O C 743 MIGUEL ANGEL BAUTISTA, SERGIO ESCALERA, X A V I E R BARD, AND ORIOL PUJOL A U T H O R I N D E X 753
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isbn	3642341659 9783642341656
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series	Lecture notes in computer science
series2	Lecture notes in computer science
spelling	Structural, syntactic, and statistical pattern recognition joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings Georgy Gimel'farb ... (eds.) Berlin [u.a.] Springer 2012 XVII, 755 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 7626 Mustererkennung (DE-588)4040936-3 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Hiroshima gnd-content Mustererkennung (DE-588)4040936-3 s DE-604 Gimel'farb, Georgy Sonstige (DE-588)102727160X oth International Association for Pattern Recognition Sonstige (DE-588)1052698-5 oth SSPR 14 2012 Hiroshima Sonstige (DE-588)1028981635 oth SPR 9 2012 Hiroshima Sonstige (DE-588)1028981724 oth Erscheint auch als Online-Ausgabe 978-3-642-34166-3 Lecture notes in computer science 7626 (DE-604)BV000000607 7626 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4121765&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025355255&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Structural, syntactic, and statistical pattern recognition joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings Lecture notes in computer science Mustererkennung (DE-588)4040936-3 gnd
subject_GND	(DE-588)4040936-3 (DE-588)1071861417
title	Structural, syntactic, and statistical pattern recognition joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings
title_auth	Structural, syntactic, and statistical pattern recognition joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings
title_exact_search	Structural, syntactic, and statistical pattern recognition joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings
title_full	Structural, syntactic, and statistical pattern recognition joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings Georgy Gimel'farb ... (eds.)
title_fullStr	Structural, syntactic, and statistical pattern recognition joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings Georgy Gimel'farb ... (eds.)
title_full_unstemmed	Structural, syntactic, and statistical pattern recognition joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings Georgy Gimel'farb ... (eds.)
title_short	Structural, syntactic, and statistical pattern recognition
title_sort	structural syntactic and statistical pattern recognition joint iapr international workshop sspr spr 2012 hiroshima japan november 7 9 2012 proceedings
title_sub	joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings
topic	Mustererkennung (DE-588)4040936-3 gnd
topic_facet	Mustererkennung Konferenzschrift 2012 Hiroshima
url	http://deposit.dnb.de/cgi-bin/dokserv?id=4121765&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025355255&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV000000607
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