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Pattern recognition and the nondeterminable affine parameter problem
Bibliography: leaves 112-121.
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| Main Author: | |
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| Other Authors: | |
| Format: | Thesis |
| Language: | English |
| Published: |
Department of Computer Science
2014
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| _version_ | 1867613257198469121 |
|---|---|
| access_status_str | Open Access |
| author | Geffen, Nathan |
| author2 | Mason, Scott |
| author_browse | Geffen, Nathan Mason, Scott |
| author_facet | Mason, Scott Geffen, Nathan |
| author_sort | Geffen, Nathan |
| collection | Thesis |
| description | Bibliography: leaves 112-121. |
| format | Thesis |
| id | oai:open.uct.ac.za:11427/9563 |
| institution | University of Cape Town (South Africa) |
| language | eng |
| last_indexed | 2026-06-10T12:33:15.376Z |
| license_str | Not specified — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository |
| publishDate | 2014 |
| publishDateRange | 2014 |
| publishDateSort | 2014 |
| publisher | Department of Computer Science |
| publisherStr | Department of Computer Science |
| record_format | dspace |
| source_str | UCTD — University of Cape Town Open Access Repository |
| spelling | oai:open.uct.ac.za:11427/9563 Pattern recognition and the nondeterminable affine parameter problem Geffen, Nathan Mason, Scott Computer Science Bibliography: leaves 112-121. This thesis reports on the process of implementing pattern recognition systems using classification models such as artificial neural networks (ANNs) and algorithms whose theoretical foundations come from statistics. The issues involved in implementing several classification models and pre-processing operators - that are applied to patterns before classification takes place - are discussed and a methodology that is commonly used in developing pattern recognition systems is described. In addition, a number of pattern recognition systems for two image recognition problems that occur in the field of image matching have been developed. These image recognition problems and the issues involved in solving them are described in detail. Numerous experiments were carried out to test the accuracy and speed of the systems developed to solve these problems. These experiments and their results are also discussed. 2014-11-11T12:58:36Z 2014-11-11T12:58:36Z 1998 Master Thesis Masters MSc http://hdl.handle.net/11427/9563 eng application/pdf Department of Computer Science Faculty of Science University of Cape Town |
| spellingShingle | Computer Science Geffen, Nathan Pattern recognition and the nondeterminable affine parameter problem |
| thesis_degree_str | Master's |
| title | Pattern recognition and the nondeterminable affine parameter problem |
| title_full | Pattern recognition and the nondeterminable affine parameter problem |
| title_fullStr | Pattern recognition and the nondeterminable affine parameter problem |
| title_full_unstemmed | Pattern recognition and the nondeterminable affine parameter problem |
| title_short | Pattern recognition and the nondeterminable affine parameter problem |
| title_sort | pattern recognition and the nondeterminable affine parameter problem |
| topic | Computer Science |
| url | http://hdl.handle.net/11427/9563 |
| work_keys_str_mv | AT geffennathan patternrecognitionandthenondeterminableaffineparameterproblem |