Buch, Englisch, 143 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 254 g
Buch, Englisch, 143 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 254 g
Reihe: SpringerBriefs in Mathematics
ISBN: 978-3-319-94576-7
Verlag: Springer International Publishing
This book introduces random currents by presenting underlying mathematical methods necessary for applications. The theory of currents is an advanced topic in geometric measure theory that extends distribution to linear functionals within the space of differential forms of any order. Methods to extend random distributions to random currents are introduced and analyzed in this book. Beginning with an overview of mathematical aspects of the theory of currents, this book moves on to examine applications in medicine, material science, and image analysis. Applied researchers will find the practical modern mathematical methods along with the detailed appendix useful to stimulate new applications and research.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik Mathematik Mathematische Analysis Integralrechnungen- und -gleichungen
- Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
- Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
- Mathematik | Informatik Mathematik Stochastik Stochastische Prozesse
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
Weitere Infos & Material
1. Introduction and motivations.- 2. Differential forms.- 3.Currents - The deterministic case.- 4.Currents - The stochastic case.- 5.Applications.- Appendix.- References.- Glossary.- Index.
