Structural, syntactic, and statistical pattern recognition joint IAPR international workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7 - 9, 2012 ; proceedings
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2012
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| Schriftenreihe: | Lecture notes in computer science
7626 |
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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.) |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2012 | |
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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
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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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| genre | (DE-588)1071861417 Konferenzschrift 2012 Hiroshima gnd-content |
| genre_facet | Konferenzschrift 2012 Hiroshima |
| id | DE-604.BV040508670 |
| illustrated | Illustrated |
| indexdate | 2024-12-24T02:51:57Z |
| institution | BVB |
| institution_GND | (DE-588)1052698-5 (DE-588)1028981635 (DE-588)1028981724 |
| isbn | 3642341659 9783642341656 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025355255 |
| oclc_num | 816345605 |
| open_access_boolean | |
| owner | DE-706 DE-83 DE-11 DE-91G DE-BY-TUM |
| owner_facet | DE-706 DE-83 DE-11 DE-91G DE-BY-TUM |
| physical | XVII, 755 S. Ill., graph. Darst. |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| 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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