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Book synopsis

Inverse problems such as imaging or parameter identification deal with the recovery of unknown quantities from indirect observations, connected via a model describing the underlying context. While traditionally inverse problems are formulated and investigated in a static setting, we observe a significant increase of interest in time-dependence in a growing number of important applications over the last few years. Here, time-dependence affects a) the unknown function to be recovered and / or b) the observed data and / or c) the underlying process. Challenging applications in the field of imaging and parameter identification are techniques such as photoacoustic tomography, elastography, dynamic computerized or emission tomography, dynamic magnetic resonance imaging, super-resolution in image sequences and videos, health monitoring of elastic structures, optical flow problems or magnetic particle imaging to name only a few. Such problems demand for innovation concerning their mathematical description and analysis as well as computational approaches for their solution.

Book details

Book category Books in German Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Informatik

• Full title: Time-dependent Problems in Imaging and Parameter Identification
• Author: Anne Wald, Thomas Schuster
• Language: English
• Binding: Hardback
• Number of pages: 472
• EAN: 9783030577834
• ISBN: 303057783X
• ID: 35380192
• Publisher: Springer Nature Switzerland AG
• Weight: 869 g
• Dimensions: 241 × 160 × 31 mm
• Date of publishing: 24. February 2021

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