Charles D. Hansen: Scientific Visualization

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Cover: 9781447164968 | Scientific Visualization | Charles D. Hansen (u. a.) | Buch | xvii

Bild: 9781447164968 | Scientific Visualization | Charles D. Hansen (u. a.) | Buch | xvii

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Sprache: Englisch

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Beschreibung

Based on the seminar that took place in Dagstuhl, Germany in June 2011, this contributed volume studies the four important topics within the scientific visualization field: uncertainty visualization, multifield visualization, biomedical visualization and scalable visualization.
¿ Uncertainty visualization deals with uncertain data from simulations or sampled data, uncertainty due to the mathematical processes operating on the data, and uncertainty in the visual representation,
¿ Multifield visualization addresses the need to depict multiple data at individual locations and the combination of multiple datasets,
¿ Biomedical is a vast field with select subtopics addressed from scanning methodologies to structural applications to biological applications,
¿ Scalability in scientific visualization is critical as data grows and computational devices range from hand-held mobile devices to exascale computational platforms.
Scientific Visualization will be useful to practitioners of scientific visualization, students interested in both overview and advanced topics, and those interested in knowing more about the visualization process.

Zusammenfassung

Provides an introduction to uncertainty visualization, multi field visualization, biomedical visualization and scalable visualization

Provides in-depth examples of each of these topics and the mathematical process for implementing the examples

Provides applications of each of these topics to real world problems

Includes supplementary material: [...]

Inhaltsverzeichnis

Overview and State-of-the-Art of Uncertainty Visualization.- Uncertainty Visualization and Color Vision Deficiency.- Analysis of Uncertain Scalar Data with Hixels.- On the (Un)Suitability of Strict Feature Definitions for Uncertain Data.- The Haunted Swamps of Heuristics: Uncertainty in Problem Solving.- Visualizing Uncertainty in Predictive Models.- Incorporating Uncertainty in Intrusion Detection to Enhance Decision Making.- Fuzzy Fibers: Uncertainty in dMRI Tractography.- Mathematical Foundations of Uncertain Field Visualization.- Definition of a Multifield.- Categorization.- Fusion of Visual Channels.- Glyph-Based Multifield Visualization.- Derived Fields.- Interactive Visual Exploration and Analysis.- Visual Exploration of Multivariate Volume Data Based on Clustering.- Feature-Based Visualization of Multifields.- Feature Analysis in Multifields.- Future Challenges and Unsolved Problems in Multi-Field Visualization.- Overview of Visualization in Biology and Medicine.- Visualization in Connectomics.- Visualization in Biology and Medicine.- From Individual to Population: Challenges in Medical Visualization.- The Ultrasound Visualization Pipeline.- Visual Exploration of Simulated and Measured Blood Flow.- Large-Scale Integration-Based Vector Field Visualization.- Large Scale Data Analysis.- Cross-Scale, Multi-Scale, and Multi-Source Data Visualization and Analysis Issues and Opportunities.- Scalable Devices.- Scalable Representation.- Distributed Post-Processing and Rendering for Large-Scale Scientific Simulations.

Details

Erscheinungsjahr:	2014
Fachbereich:	Allgemeines
Genre:	Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Seiten:	420
Reihe:	Mathematics and Visualization
Inhalt:	xvii 400 S. 10 s/w Illustr. 107 farbige Illustr. 400 p. 117 illus. 107 illus. in color.
ISBN-13:	9781447164968
ISBN-10:	1447164962
Sprache:	Englisch
Herstellernummer:	86370681
Ausstattung / Beilage:	HC runder Rücken kaschiert
Einband:	Gebunden
Redaktion:	Hansen, Charles D. Chen, Min Hagen, Hans Kaufman, Arie E. Johnson, Christopher R.
Herausgeber:	Charles D Hansen/Min Chen/Christopher R Johnson et al
Auflage:	2014
Hersteller:	Springer London Mathematics and Visualization
Maße:	241 x 160 x 29 mm
Von/Mit:	Charles D. Hansen (u. a.)
Erscheinungsdatum:	30.09.2014
Gewicht:	0,793 kg

preigu-id: 105293193