Variational and PDE-based image processing

Projektinformationen

VPIP

ID Finanzhilfevereinbarung: 21477

Startdatum 1 September 2005

Enddatum 31 August 2008

Finanziert unter

• Human resources and Mobility in the specific programme for research, technological development and demonstration "Structuring the European Research Area" under the Sixth Framework Programme 2002-2006

Gesamtkosten € 0,00

EU-Beitrag Keine Daten

Koordiniert durch

TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY
Israel

Ziel

The project aims at achieving better understanding of image models of structure and texture by using powerful mathematical tools, recently proposed for this purpose, from the fields of calculus of variations and functional analysis.

Based on this insight, new theoretical concepts and practical algorithms would be suggested as solutions to some fundamental problems and open question in modern image processing such as regularization and denoising, texture processing, image decomposition and optimal scale selection.

The mathematical tools require knowledge in nonlinear partial differential equations (PDE's), variational theory, differential geometry and functional and convex analysis. Also more classical knowledge in image and signal processing such as linear and nonlinear filtering, Fourier and harmonic analysis and basic statistical concepts would be utilized.

Variational and PDE-based image processing is today a rapidly advancing field with established success in both state-of-the-art applications and deeper theoretical understanding on the modeling of images.

The Department of Mathematics at UCLA is a world-leading centre of this research. Prof. Osher is a key player in developing and understanding these new image models and techniques.

Wissenschaftliches Gebiet

• engineering and technology › electrical engineering, electronic engineering, information engineering › electronic engineering › signal processing
• natural sciences › mathematics › pure mathematics › mathematical analysis › functional analysis
• natural sciences › mathematics › pure mathematics › geometry
• natural sciences › mathematics › pure mathematics › mathematical analysis › differential equations › partial differential equations

Schlüsselbegriffe

• denoising
• image decomposition
• image filtering
• parameter selection
• partial differential equations
• texture analysis
• varational methods

Programm/Programme

• FP6-MOBILITY - Human resources and Mobility in the specific programme for research, technological development and demonstration "Structuring the European Research Area" under the Sixth Framework Programme 2002-2006

Thema/Themen

• MOBILITY-2.2 - Marie Curie Outgoing International Fellowships (OIF)

Aufforderung zur Vorschlagseinreichung

FP6-2004-MOBILITY-6
Andere Projekte für diesen Aufruf anzeigen

Finanzierungsplan

OIF - Marie Curie actions-Outgoing International Fellowships

Koordinator

TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY

• EU-Beitrag: Keine Daten
• Adresse: Israel
• Gesamtkosten: Keine Daten

Beteiligte (1)

UNIVERSITY OF CALIFORNIA, LOS ANGELES

• EU-Beitrag: Keine Daten
• Gesamtkosten: Keine Daten