A general purpose rotation, scaling, and translation invariant pattern classification system
| buir.advisor | Oflazer, Kemal | |
| dc.contributor.author | YĆ¼ceer, Cem | |
| dc.date.accessioned | 2016-01-08T20:10:04Z | |
| dc.date.available | 2016-01-08T20:10:04Z | |
| dc.date.issued | 1992 | |
| dc.department | Department of Computer Engineering | en_US |
| dc.description | Ankara : Department of Computer Engineering and Information Science and Institute of Engineering, Bilkent Univ., 1992. | en_US |
| dc.description | Thesis (Master's) -- Bilkent University, 1992. | en_US |
| dc.description | Includes bibliographical references leaves 68-70. | en_US |
| dc.description.abstract | Artificial neural networks have recently been used for pattern classification purposes. In this work, a general purpose pattern classification system which is rotation, scaling, and, translation invariant is introduced. The system has three main blocks; a Karhunen-Loeve transformation based preprocessor, an artificial neural network based classifier, and an interpreter. Through experimentation on the English alphabet, the Japanese Katakana alphabet, and some geometric symbols the power of the system in maintaining invariancies and performing pattern classification has been shown. | en_US |
| dc.description.degree | M.S. | en_US |
| dc.description.provenance | Made available in DSpace on 2016-01-08T20:10:04Z (GMT). No. of bitstreams: 1 1.pdf: 78510 bytes, checksum: d85492f20c2362aa2bcf4aad49380397 (MD5) | en |
| dc.description.statementofresponsibility | YĆ¼ceer, Cem | en_US |
| dc.format.extent | viii, 70 leaves | en_US |
| dc.identifier.uri | http://hdl.handle.net/11693/17416 | |
| dc.language.iso | English | en_US |
| dc.publisher | Bilkent University | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Rotational invariancy | en_US |
| dc.subject | scaling invariancy | en_US |
| dc.subject | translational invariancy | en_US |
| dc.subject | general purpose pattern classification | en_US |
| dc.subject | artificial neural networks | en_US |
| dc.subject | Karhunen-Loeve | en_US |
| dc.subject.lcc | QA76.87 .Y83 1992 | en_US |
| dc.subject.lcsh | Neural networks (Computer science). | en_US |
| dc.subject.lcsh | Artificial intelligence. | en_US |
| dc.subject.lcsh | Pattern perception--Mathematics. | en_US |
| dc.title | A general purpose rotation, scaling, and translation invariant pattern classification system | en_US |
| dc.type | Thesis | en_US |
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