Visualization and processing of higher order descriptors for multi-valued data:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2015
|
| Schriftenreihe: | Mathematics and visualization
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FRO01 TUM01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (X, 383 S.) 173 illus., 149 illus. in color |
| ISBN: | 9783319150901 |
| ISSN: | 1612-3786 |
| DOI: | 10.1007/978-3-319-15090-1 |
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Datensatz im Suchindex
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|---|---|
| adam_text | VISUALIZATION AND PROCESSING OF HIGHER ORDER DESCRIPTORS FOR
MULTI-VALUED DATA
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PART I: MATHEMATICAL FOUNDATIONS: 1 CEM YOLCU AND EVREN OEZARSLAN:
DIFFUSION-WEIGHTED MAGNETIC RESONANCE SIGNAL FOR GENERAL GRADIENT
WAVEFORMS: MULTIPLE CORRELATION FUNCTION FRAMEWORK, PATH INTEGRALS, AND
PARALLELS BETWEEN THEM
2 T.C.J. DELA HAIJE, A. FUSTER AND L.M.J. FLORACK: FINSLERIAN DIFFUSION
AND THE BLOCH-TORREY EQUATION
3 M. MOAKHER AND P. J. BASSER: FIBER ORIENTATION DISTRIBUTION FUNCTIONS
AND ORIENTATION TENSORS FOR DIFFERENT MATERIAL SYMMETRIES
4 YUE ZHANG, JONATHAN PALACIOS AND EUGENE ZHANG: TOPOLOGY OF 3D LINEAR
SYMMETRIC TENSOR FIELDS
5 CARMELIZA NAVASCA AND DEONNIA N. POMPEY: RANDOM PROJECTIONS FOR LOW
MULTILINEAR RANK TENSORS
PART II: PROCESSING, FILTERING AND INTERPOLATION: 6 JASPER J. VAN DE
GRONDE, MIKOLA LYSENKO AND JOS B.T.M. ROERDINK: PATH-BASED MATHEMATICAL
MORPHOLOGY ON TENSOR FIELDS
7 ANDREAS KLEEFELD AND BERNHARD BURGETH: PROCESSING MULTISPECTRAL IMAGES
VIA MATHEMATICAL MORPHOLOGY
8 LUC FLORACK, TOM DELA HAIJE AND ANDREA FUSTER: DIRECTION-CONTROLLED
DTI INTERPOLATION
9 DANIEL JOERGENS AND RODRIGO MORENO: TENSOR VOTING: CURRENT STATE,
CHALLENGES AND NEW TRENDS IN THE CONTEXT OF MEDICAL IMAGE ANALYSIS
PART III: VISUALIZATION: 10 OLIVIER VAILLANCOURT, MAXIME CHAMBERLAND,
JEAN-CHRISTOPHE HOUDE AND MAXIME DESCOTEAUX: VISUALIZATION OF DIFFUSION
PROPAGATOR AND MULTIPLE PARAMETER DIFFUSION SIGNAL
11 SUJAL BISTA, JIACHEN ZHUO, RAO P. GULLAPALLI AND AMITABH VARSHNEY:
VISUAL KNOWLEDGE DISCOVERY FOR DIFFUSION KURTOSIS DATASETS OF THE HUMAN
BRAIN
12 TOBIAS ISENBERG: A SURVEY OF ILLUSTRATIVE VISUALIZATION TECHNIQUES
FOR DIFFUSION-WEIGHTED MRI TRACTOGRAPHY
13 VALENTIN ZOBEL, JAN REININGHAUS AND INGRID HOTZ: VISUALIZING
SYMMETRIC INDEFINITE 2D TENSOR FIELDS SING THE HEAT KERNEL SIGNATURE
PART IV: STATISTICAL ANALYSIS: 14 MAXIME TAQUET, BENOIT SCHERRER AND
SIMON K. WARFIELD: A FRAMEWORK FOR THE ANALYSIS OF DIFFUSION COMPARTMENT
IMAGING (DCT)
15 LAUREN J. O’DONNELL AND THOMAS SCHULTZ: STATISTICAL AND MACHINE
LEARNING METHODS FOR NEUROIMAGING: EXAMPLES, CHALLENGES, AND EXTENSIONS
TO DIFFUSION IMAGING DATA
PART V: APPLICATIONS: 16 A. ARIES, T. LUCIANI, P.H. PISCIUNERI, M.B.
NIK, S.L. YILMAZ, P. GIVI AND G.E. MARAI A CLUSTERING METHOD FOR
IDENTIFYING REGIONS OF INTEREST IN TURBULENT COMBUSTION TENSOR FIELDS
17 MARK SCHOENEICH, ANDREA KRATZ, VALENTIN ZOBEL, GERIK SCHEUERMANN,
MARKUS STOMMEL, AND INGRID HOTZ: TENSOR LINES IN ENGINEERING –
SUCCESS, FAILURE, AND OPEN QUESTIONS
18 VESNA PRCHKOVSKA, MAGI ANDORRA , PABLO VILLOSLADA, ELOY
MARTINEZ-HERAS, REMCO DUITS, DAVID FORTIN, PAULO RODRIGUES AND MAXIME
DESCOTEAUX: CONTEXTUAL DIFFUSION IMAGE POST-PROCESSING AIDS CLINICAL
APPLICATIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
VISUALIZATION AND PROCESSING OF HIGHER ORDER DESCRIPTORS FOR
MULTI-VALUED DATA
/
: 2015
ABSTRACT / INHALTSTEXT
MODERN IMAGING TECHNIQUES AND COMPUTATIONAL SIMULATIONS YIELD COMPLEX
MULTI-VALUED DATA THAT REQUIRE HIGHER-ORDER MATHEMATICAL DESCRIPTORS.
THIS BOOK ADDRESSES TOPICS OF IMPORTANCE WHEN DEALING WITH SUCH DATA,
INCLUDING FRAMEWORKS FOR IMAGE PROCESSING, VISUALIZATION, AND
STATISTICAL ANALYSIS OF HIGHER-ORDER DESCRIPTORS. IT ALSO PROVIDES
EXAMPLES OF THE SUCCESSFUL USE OF HIGHER-ORDER DESCRIPTORS IN SPECIFIC
APPLICATIONS AND A GLIMPSE OF THE NEXT GENERATION OF DIFFUSION MRI. TO
DO SO, IT COMBINES CONTRIBUTIONS ON NEW DEVELOPMENTS, CURRENT CHALLENGES
IN THIS AREA, AND STATE-OF-THE-ART SURVEYS. COMPARED TO THE
INCREASING IMPORTANCE OF HIGHER-ORDER DESCRIPTORS IN A RANGE OF
APPLICATIONS, TOOLS FOR ANALYSIS AND PROCESSING ARE STILL RELATIVELY
HARD TO COME BY. EVEN THOUGH APPLICATION AREAS SUCH AS MEDICAL IMAGING,
FLUID DYNAMICS, AND STRUCTURAL MECHANICS ARE VERY DIFFERENT IN NATURE
THEY FACE MANY SHARED CHALLENGES. THIS BOOK PROVIDES AN
INTERDISCIPLINARY PERSPECTIVE ON THIS TOPIC WITH CONTRIBUTIONS FROM KEY
RESEARCHERS IN DISCIPLINES RANGING FROM VISUALIZATION AND IMAGE
PROCESSING TO APPLICATIONS. IT IS BASED ON THE 5TH DAGSTUHL SEMINAR ON
VISUALIZATION AND PROCESSING OF HIGHER ORDER DESCRIPTORS FOR
MULTI-VALUED DATA. THIS BOOK WILL APPEAL TO SCIENTISTS WHO ARE
WORKING TO DEVELOP NEW ANALYSIS METHODS IN THE AREAS OF IMAGE PROCESSING
AND VISUALIZATION, AS WELL AS THOSE WHO WORK WITH APPLICATIONS THAT
GENERATE HIGHER-ORDER DATA OR COULD BENEFIT FROM HIGHER-ORDER MODELS AND
ARE SEARCHING FOR NOVEL ANALYTICAL TOOLS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| spelling | Visualization and processing of higher order descriptors for multi-valued data Ingrid Hotz ..., ed. Cham [u.a.] Springer 2015 1 Online-Ressource (X, 383 S.) 173 illus., 149 illus. in color txt rdacontent c rdamedia cr rdacarrier Mathematics and visualization 1612-3786 Mathematics Computer vision Matrix theory Computer science Visualization Linear and Multilinear Algebras, Matrix Theory Computational Science and Engineering Image Processing and Computer Vision Informatik Mathematik Hotz, Ingrid 1967- Sonstige (DE-588)12861143X oth Erscheint auch als Druckausgabe 978-3-319-15089-5 https://doi.org/10.1007/978-3-319-15090-1 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161512&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=028161512&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Visualization and processing of higher order descriptors for multi-valued data Mathematics Computer vision Matrix theory Computer science Visualization Linear and Multilinear Algebras, Matrix Theory Computational Science and Engineering Image Processing and Computer Vision Informatik Mathematik |
| title | Visualization and processing of higher order descriptors for multi-valued data |
| title_auth | Visualization and processing of higher order descriptors for multi-valued data |
| title_exact_search | Visualization and processing of higher order descriptors for multi-valued data |
| title_full | Visualization and processing of higher order descriptors for multi-valued data Ingrid Hotz ..., ed. |
| title_fullStr | Visualization and processing of higher order descriptors for multi-valued data Ingrid Hotz ..., ed. |
| title_full_unstemmed | Visualization and processing of higher order descriptors for multi-valued data Ingrid Hotz ..., ed. |
| title_short | Visualization and processing of higher order descriptors for multi-valued data |
| title_sort | visualization and processing of higher order descriptors for multi valued data |
| topic | Mathematics Computer vision Matrix theory Computer science Visualization Linear and Multilinear Algebras, Matrix Theory Computational Science and Engineering Image Processing and Computer Vision Informatik Mathematik |
| topic_facet | Mathematics Computer vision Matrix theory Computer science Visualization Linear and Multilinear Algebras, Matrix Theory Computational Science and Engineering Image Processing and Computer Vision Informatik Mathematik |
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