Matrix information geometry:
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XII, 454 S. graph. Darst. |
| ISBN: | 3642302319 9783642302312 |
Internformat
MARC
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| 245 | 1 | 0 | |a Matrix information geometry |c Frank Nielsen... eds. |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2013 | |
| 300 | |a XII, 454 S. |b graph. Darst. | ||
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Datensatz im Suchindex
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|---|---|
| adam_text |
IMAGE 1
CONTENTS
PART I STATE-OF-THE-ART SURVEYS AND ORIGINAL MATRIX THEORY WORK 1
SUPREMUM/INFIMUM AND NONLINEAR AVERAGING OF POSITIVE DEFINITE SYMMETRIC
MATRICES 3
JESUS ANGULO
2 THE RIEMANNIAN MEAN OF POSITIVE MATRICES 35
RAJENDRA BHATIA
3 THE GEOMETRY OF LOW-RANK KALMAN FILTERS 53
SILVERE BONNABEL AND RODOLPHE SEPULCHRE
4 KV COHOMOLOGY IN INFORMATION GEOMETRY 69
MICHEL NGUIFFO BOYOM AND PAUL MIRABEAU BYANDE
5 DERIVATIVES OF MULTILINEAR FUNCTIONS OF MATRICES 93
PRIYANKA GROVER
6 JENSEN DIVERGENCE-BASED MEANS OF SPD MATRICES I L L
FRANK NIELSEN, MEIZHU LIU AND BABA C. VEMURI
7 EXPONENTIAL BARYCENTERS OF THE CANONICAL CARTAN CONNECTION AND
INVARIANT MEANS ON LIE GROUPS 123
XAVIER PENNEC AND VINCENT ARSIGNY
PART II ADVANCED MATRIX THEORY FOR RADAR PROCESSING
8 MEDIANS AND MEANS IN RIEMANNIAN GEOMETRY: EXISTENCE, UNIQUENESS AND
COMPUTATION 169
MARC ARNAUDON, FREDERIC BARBARESCO AND LE YANG
XI
HTTP://D-NB.INFO/1021583715
IMAGE 2
XII CONTENTS
9 INFORMATION GEOMETRY OF COVARIANCE MATRIX:
CARTAN-SIEGEL HOMOGENEOUS BOUNDED DOMAINS, MOSTOW/BERGER FIBRATION AND
FRECHET MEDIAN 199
FREDERIC BARBARESCO
10 ON THE USE OF MATRIX INFORMATION GEOMETRY FOR POLARIMETRIC SAR IMAGE
CLASSIFICATION 257
PIERRE FORMONT, JEAN-PHILIPPE OVARLEZ AND FREDERIC PASCAL
11 DOPPLER INFORMATION GEOMETRY FOR WAKE TURBULENCE MONITORING 277
ZHONGXUN LIU AND FREDERIC BARBARESCO
PART III MATRIX-BASED SIGNAL PROCESSING APPLICATIONS
12 REVIEW OF THE APPLICATION OF MATRIX INFORMATION THEORY IN VIDEO
SURVEILLANCE 293
M. K. BHUYAN AND T. MALATHI
13 COMPARATIVE EVALUATION OF SYMMETRIC SVD ALGORITHMS FOR REAL-TIME FACE
AND EYE TRACKING 323
TAPAN PRADHAN, AUROBINDA ROUTRAY AND BIBEK KABI
14 REAL-TIME DETECTION O F OVERLAPPING SOUND EVENTS WITH NON-NEGATIVE
MATRIX FACTORIZATION 341
ARNAUD DESSEIN, ARSHIA CONT AND GUILLAUME LEMAITRE
15 MINING MATRIX DATA WITH BREGMAN MATRIX DIVERGENCES FOR PORTFOLIO
SELECTION 373
RICHARD NOCK, BRICE MAGDALOU, ERIC BRIYS AND FRANK NIELSEN
16 LEARNING MIXTURES BY SIMPLIFYING KERNEL DENSITY ESTIMATORS . . . 403
OLIVIER SCHWANDER AND FRANK NIELSEN
17 PARTICLE FILTERING ON RIEMANNIAN MANIFOLDS. APPLICATION TO COVARIANCE
MATRICES TRACKING 427
HICHEM SNOUSSI
INDEX 451 |
| any_adam_object | 1 |
| author2 | Nielsen, Frank |
| author2_role | edt |
| author2_variant | f n fn |
| author_facet | Nielsen, Frank |
| building | Verbundindex |
| bvnumber | BV040415087 |
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| ctrlnum | (OCoLC)816306865 (DE-599)DNB1021583715 |
| dewey-full | 621.3822 516.36 |
| dewey-hundreds | 600 - Technology (Applied sciences) 500 - Natural sciences and mathematics |
| dewey-ones | 621 - Applied physics 516 - Geometry |
| dewey-raw | 621.3822 516.36 |
| dewey-search | 621.3822 516.36 |
| dewey-sort | 3621.3822 |
| dewey-tens | 620 - Engineering and allied operations 510 - Mathematics |
| discipline | Mathematik Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Book |
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| isbn | 3642302319 9783642302312 |
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| spelling | Matrix information geometry Frank Nielsen... eds. Berlin [u.a.] Springer 2013 XII, 454 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf Informationsgeometrie (DE-588)1029624550 gnd rswk-swf Matrizentheorie (DE-588)4128970-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2011 Palaiseau gnd-content Informationsgeometrie (DE-588)1029624550 s Matrizentheorie (DE-588)4128970-5 s Signalverarbeitung (DE-588)4054947-1 s DE-604 Nielsen, Frank edt text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4012532&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=025267967&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Matrix information geometry Signalverarbeitung (DE-588)4054947-1 gnd Informationsgeometrie (DE-588)1029624550 gnd Matrizentheorie (DE-588)4128970-5 gnd |
| subject_GND | (DE-588)4054947-1 (DE-588)1029624550 (DE-588)4128970-5 (DE-588)1071861417 |
| title | Matrix information geometry |
| title_auth | Matrix information geometry |
| title_exact_search | Matrix information geometry |
| title_full | Matrix information geometry Frank Nielsen... eds. |
| title_fullStr | Matrix information geometry Frank Nielsen... eds. |
| title_full_unstemmed | Matrix information geometry Frank Nielsen... eds. |
| title_short | Matrix information geometry |
| title_sort | matrix information geometry |
| topic | Signalverarbeitung (DE-588)4054947-1 gnd Informationsgeometrie (DE-588)1029624550 gnd Matrizentheorie (DE-588)4128970-5 gnd |
| topic_facet | Signalverarbeitung Informationsgeometrie Matrizentheorie Konferenzschrift 2011 Palaiseau |
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