Face image recognition based on time series motif discovery

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dc.contributor.author Chi, L
dc.contributor.author Feng, Y
dc.contributor.author Chi, H
dc.contributor.author Huang, Y
dc.contributor.editor NA
dc.date.accessioned 2014-04-03T01:23:27Z
dc.date.issued 2012-01
dc.identifier.citation 2012 IEEE International Conference on Granular Computing (GrC), 2012, pp. 72 - 77
dc.identifier.isbn 978-1-4673-2310-9
dc.identifier.other E1 en_US
dc.identifier.uri http://hdl.handle.net/10453/22962
dc.description.abstract This paper proposes a new face image recognition method based on time series motifs. Time series motifs are previously unknown, frequently occurring patterns in time series. In this paper, we make full use of time series motifs to discovery and recognize the face images. First, we convert face images into time series by extracting the time series features from three (primary color) vectors of the color face images. Second, we introduce our time series motif discovery algorithm to excavate the hidden motifs from the time series of color face images. Third, we find the relationship among these generated time series. At last, experiments are conducted to verify the feasibility and effectiveness of our algorithm, and we can safely draw a conclusion that our approach in the face recognition field is valid and successfully realizes the face image recognition from a new perspective.
dc.format Scott McWhirter
dc.publisher IEEE
dc.relation.isbasedon 10.1109/GrC.2012.6468574
dc.title Face image recognition based on time series motif discovery
dc.type Conference Proceeding
dc.parent 2012 IEEE International Conference on Granular Computing (GrC)
dc.journal.number en_US
dc.publocation Piscataway, USA en_US
dc.publocation Piscataway, USA
dc.publocation Piscataway, USA
dc.identifier.startpage 72 en_US
dc.identifier.endpage 77 en_US
dc.cauo.name FEIT.Faculty of Engineering & Information Technology en_US
dc.conference Verified OK en_US
dc.conference IEEE International Conference on Granular Computing (GrC)
dc.conference IEEE International Conference on Granular Computing (GrC)
dc.conference IEEE International Conference on Granular Computing (GrC)
dc.for 0801 Artificial Intelligence and Image Processing
dc.personcode 11585229
dc.percentage 100 en_US
dc.classification.name Artificial Intelligence and Image Processing en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom IEEE International Conference on Granular Computing (GrC) en_US
dc.date.activity 20120811 en_US
dc.date.activity 2012-08-11
dc.date.activity 2012-08-11
dc.date.activity 2012-08-11
dc.location.activity Hangzhou en_US
dc.location.activity Hangzhou
dc.location.activity Hangzhou
dc.description.keywords face image recognition
dc.description.keywords color face images
dc.description.keywords time series
dc.description.keywords motif
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Students
utslib.copyright.status Closed Access
utslib.copyright.date 2015-04-15 12:17:09.805752+10
pubs.consider-herdc true
utslib.collection.history Closed (ID: 3)


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