A Stochastic Search Approach to Inverse Problems

A Stochastic Search Approach to Inverse Problems

The focus of the thesis is on the development of a few stochastic search schemes for inverse problems and their applications in medical imaging. After the introduction in Chapter 1 that motivates and puts in perspective the work done in later chapters, the main body of the thesis may be viewed as co...

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Bibliographic Details
Main Author: Venugopal, Mamatha
Other Authors: Vasu, Ram Mohan
Language:en_US
Published: 2018
Subjects:
Inverse Problems
Stochastic Inverse Problem
Tomographic Imaging
Kushner-Stratonovich Poisson Filter
Kalman Filter
Nonlinear Filtering
Ultrasound Modulated Optical Tomography (UMOT)
Kushner-Stratonovich-Poisson (KSP) Equation
Photoacoustic Tomography
Monte Carlo Filtering Algorithm
Particle Swam Optimization
Diffraction Tomography
Stochastic Filtering
Biomedical Photoacoustic Imaging
Biomedical Optics
Biomedical Imaging
Kushner-Stratonovich Monte Carlo Filter
Nonlinear Dynamical System
Instrumentation
Online Access:http://hdl.handle.net/2005/3042
http://etd.ncsi.iisc.ernet.in/abstracts/3906/G28177-Abs.pdf

Internet

http://hdl.handle.net/2005/3042
http://etd.ncsi.iisc.ernet.in/abstracts/3906/G28177-Abs.pdf

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