DSA Image Registration And Respiratory Motion Tracking Using Probabilistic Graphical Models

DSA Image Registration And Respiratory Motion Tracking Using Probabilistic Graphical Models

This thesis addresses three problems related to image registration, prediction and tracking, applied to Angiography and Oncology. For image analysis, various probabilistic models have been employed to characterize the image deformations, target motions and state estimations. (i) In Digital Subtract...

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Bibliographic Details
Main Author: Sundarapandian, Manivannan
Other Authors: Kalpathi, Ramakrishnan
Language:en_US
Published: 2017
Subjects:
Digital Subtraction Angiography (DSA)
Image Registration
Respiratory Motion Analysis
Biomedical Image Processing
Radiation Oncology
Computerized Medical Imaging
Martkov Random Field (MRF)
Random Walker Image Registration (RWIR)
Medical Imaging
External Beam Radiation Therapy (EBRT)
Image Guided Radiation Therapy
Cone Beam Computed Tomography (CBCT)
Graphics Processing Unit (GPU)
Unscented Kalman Filter (UKF)
Electrical Engineering
Online Access:http://etd.iisc.ernet.in/handle/2005/2723
http://etd.ncsi.iisc.ernet.in/abstracts/3548/G27805-Abs.pdf

Internet

http://etd.iisc.ernet.in/handle/2005/2723
http://etd.ncsi.iisc.ernet.in/abstracts/3548/G27805-Abs.pdf

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