2D object segmentation and matching using B-spline model

Including: 2 parts. This thesis presents a research work on object segmentation and matching using a Bspline model. The B-spline is selected here as a curve representation to describe the object contour as it possesses very attractive properties such as compact representation, invariance under affi...

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Main Author: Wang, Yue
Other Authors: Teoh, Eam Khwang
Format: Theses and Dissertations
Published: 2008
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Online Access:https://hdl.handle.net/10356/3707
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-37072023-07-04T17:36:22Z 2D object segmentation and matching using B-spline model Wang, Yue Teoh, Eam Khwang School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Including: 2 parts. This thesis presents a research work on object segmentation and matching using a Bspline model. The B-spline is selected here as a curve representation to describe the object contour as it possesses very attractive properties such as compact representation, invariance under affine transformation, local shape controllability, smoothness and continuity. In this thesis, the problem of object segmentation is first addressed and followed by curve matching. In object segmentation, we concentrate on developing a new knowledge-based B-snake model where a series of novel algorithms are proposed and implemented. DOCTOR OF PHILOSOPHY (EEE) 2008-09-17T09:35:39Z 2008-09-17T09:35:39Z 2005 2005 Thesis Wang, Y. (2005). 2D object segmentation and matching using B-spline model. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/3707 10.32657/10356/3707 Nanyang Technological University 107 p. application/pdf application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
topic DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
Wang, Yue
2D object segmentation and matching using B-spline model
description Including: 2 parts. This thesis presents a research work on object segmentation and matching using a Bspline model. The B-spline is selected here as a curve representation to describe the object contour as it possesses very attractive properties such as compact representation, invariance under affine transformation, local shape controllability, smoothness and continuity. In this thesis, the problem of object segmentation is first addressed and followed by curve matching. In object segmentation, we concentrate on developing a new knowledge-based B-snake model where a series of novel algorithms are proposed and implemented.
author2 Teoh, Eam Khwang
author_facet Teoh, Eam Khwang
Wang, Yue
format Theses and Dissertations
author Wang, Yue
author_sort Wang, Yue
title 2D object segmentation and matching using B-spline model
title_short 2D object segmentation and matching using B-spline model
title_full 2D object segmentation and matching using B-spline model
title_fullStr 2D object segmentation and matching using B-spline model
title_full_unstemmed 2D object segmentation and matching using B-spline model
title_sort 2d object segmentation and matching using b-spline model
publishDate 2008
url https://hdl.handle.net/10356/3707
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