Classification techniques in pattern recognition

DSpace/Manakin Repository

Search OPUS


Advanced Search

Browse

My Account

Show simple item record

dc.contributor.author Zheng, L
dc.contributor.author He, X
dc.date.accessioned 2010-06-16T05:02:19Z
dc.date.issued 2005
dc.identifier.citation 13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005, WSCG'2005 - In Co-operation with EUROGRAPHICS, Full Papers, 2005, pp. 77 - 78
dc.identifier.isbn 8090310079
dc.identifier.isbn 9788090310070
dc.identifier.other E3 en_US
dc.identifier.uri http://hdl.handle.net/10453/12099
dc.description.abstract In this paper, we review some pattern recognition schemes published in recent years. After giving the general processing steps of pattern recognition, we discuss several methods used for steps of pattern recognition such as Principal Component Analysis (PCA) in feature extraction, Support Vector Machines (SVM) in classification, and so forth. Different kinds of merits are presented and their applications on pattern precognition are given. The objective of this paper is to summarize and compare some of the methods for pattern recognition, and future research issues which need to be resolved and investigated further are given along with the new trends and ideas. Copyright UNION Agency - Science Press.
dc.title Classification techniques in pattern recognition
dc.type Conference Proceeding
dc.parent 13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005, WSCG'2005 - In Co-operation with EUROGRAPHICS, Full Papers
dc.journal.number en_US
dc.publocation Plzen, Czech Republic en_US
dc.identifier.startpage 77 en_US
dc.identifier.endpage 78 en_US
dc.cauo.name FEIT.School of Computing and Communications en_US
dc.conference Verified OK en_US
dc.conference International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision
dc.for 080106 Image Processing
dc.for 080104 Computer Vision
dc.for 080109 Pattern Recognition and Data Mining
dc.personcode 990421
dc.personcode 10144691
dc.percentage 40 en_US
dc.classification.name Pattern Recognition and Data Mining en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision en_US
dc.date.activity 20050131 en_US
dc.date.activity 2005-01-31
dc.location.activity Plzen, Czech Republic en_US
dc.description.keywords Pattern recognition, feature extraction, feature selection, mapping, kernels, support vector machines en_US
dc.description.keywords Feature extraction
dc.description.keywords Feature selection
dc.description.keywords Kernels
dc.description.keywords Mapping
dc.description.keywords Pattern recognition
dc.description.keywords Support vector machines
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computing and Communications
utslib.copyright.status Open Access
utslib.copyright.date 2015-04-15 12:23:47.074767+10
utslib.collection.history General (ID: 2)


Files in this item

This item appears in the following Collection(s)

Show simple item record