Investigation and improvement of multi-resolution mutual-information-based registration

Image registration algorithms adopting Mutual-Information-based technique implemented in multi-resolution scheme were developed and evaluated in this project. The algorithms, differing in its optimization techniques (the Powell's and Regular Step Gradient Descent optimizations) and its implemen...

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Bibliographic Details
Main Author:	Dilla, Handini
Other Authors:	Teo Ming Yeong
Format:	Theses and Dissertations
Published:	2008
Subjects:	DRNTU::Engineering::Mechanical engineering::Surgical assistive technology
Online Access:	https://hdl.handle.net/10356/5676
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Institution:	Nanyang Technological University

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spelling	sg-ntu-dr.10356-56762023-03-11T18:07:37Z Investigation and improvement of multi-resolution mutual-information-based registration Dilla, Handini Teo Ming Yeong School of Mechanical and Aerospace Engineering DRNTU::Engineering::Mechanical engineering::Surgical assistive technology Image registration algorithms adopting Mutual-Information-based technique implemented in multi-resolution scheme were developed and evaluated in this project. The algorithms, differing in its optimization techniques (the Powell's and Regular Step Gradient Descent optimizations) and its implementation (separate and combined optimizations), were evaluated for the speed and accuracy. MASTER OF ENGINEERING (MPE) 2008-09-17T10:56:25Z 2008-09-17T10:56:25Z 2006 2006 Thesis Dilla, H. (2006). Investigation and improvement of multi-resolution mutual-information-based registration. Master’s thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/5676 10.32657/10356/5676 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Mechanical engineering::Surgical assistive technology
spellingShingle	DRNTU::Engineering::Mechanical engineering::Surgical assistive technology Dilla, Handini Investigation and improvement of multi-resolution mutual-information-based registration
description	Image registration algorithms adopting Mutual-Information-based technique implemented in multi-resolution scheme were developed and evaluated in this project. The algorithms, differing in its optimization techniques (the Powell's and Regular Step Gradient Descent optimizations) and its implementation (separate and combined optimizations), were evaluated for the speed and accuracy.
author2	Teo Ming Yeong
author_facet	Teo Ming Yeong Dilla, Handini
format	Theses and Dissertations
author	Dilla, Handini
author_sort	Dilla, Handini
title	Investigation and improvement of multi-resolution mutual-information-based registration
title_short	Investigation and improvement of multi-resolution mutual-information-based registration
title_full	Investigation and improvement of multi-resolution mutual-information-based registration
title_fullStr	Investigation and improvement of multi-resolution mutual-information-based registration
title_full_unstemmed	Investigation and improvement of multi-resolution mutual-information-based registration
title_sort	investigation and improvement of multi-resolution mutual-information-based registration
publishDate	2008
url	https://hdl.handle.net/10356/5676
_version_	1761781935540011008

Investigation and improvement of multi-resolution mutual-information-based registration

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