Image analysis and recognition by affine invariant features

Image analysis and recognition by affine invariant features

This thesis addresses several issues in the field of pattern recognition. The main achievements are in the development of invariant features under affine transformation. For recognition of blur degraded and simultaneously affine deformed images, we proposed a moment based normalization method to co...

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Main Author: Zhang, Yani.
Other Authors: Wen, Changyun
Format: Theses and Dissertations
Published: 2008
Subjects:
DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
Online Access:http://hdl.handle.net/10356/4010
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Institution: Nanyang Technological University
id sg-ntu-dr.10356-4010
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spelling sg-ntu-dr.10356-40102023-07-04T15:16:17Z Image analysis and recognition by affine invariant features Zhang, Yani. Wen, Changyun School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing This thesis addresses several issues in the field of pattern recognition. The main achievements are in the development of invariant features under affine transformation. For recognition of blur degraded and simultaneously affine deformed images, we proposed a moment based normalization method to construct the blur and affine combined invariant features. Doctor of Philosophy (EEE) 2008-09-17T09:42:24Z 2008-09-17T09:42:24Z 2002 2002 Thesis http://hdl.handle.net/10356/4010 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::Electrical and electronic engineering::Electronic systems::Signal processing
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
Zhang, Yani.
Image analysis and recognition by affine invariant features
description This thesis addresses several issues in the field of pattern recognition. The main achievements are in the development of invariant features under affine transformation. For recognition of blur degraded and simultaneously affine deformed images, we proposed a moment based normalization method to construct the blur and affine combined invariant features.
author2 Wen, Changyun
author_facet Wen, Changyun
Zhang, Yani.
format Theses and Dissertations
author Zhang, Yani.
author_sort Zhang, Yani.
title Image analysis and recognition by affine invariant features
title_short Image analysis and recognition by affine invariant features
title_full Image analysis and recognition by affine invariant features
title_fullStr Image analysis and recognition by affine invariant features
title_full_unstemmed Image analysis and recognition by affine invariant features
title_sort image analysis and recognition by affine invariant features
publishDate 2008
url http://hdl.handle.net/10356/4010
_version_ 1772827212857212928

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