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dc.contributor.authorMuhammad Naufal, Mansor
dc.contributor.authorSazali, Yaacob, Prof. Dr.
dc.contributor.authorHariharan, Muthusamy, Dr.
dc.contributor.authorShafriza Nisha, Basah, Dr.
dc.contributor.authorSyahryull Hi-Fi Syam, Ahmad Jamil
dc.contributor.authorMohd Lutfi, Mohd Khidir
dc.contributor.authorMuhammad Nazri, Rejab
dc.contributor.authorKu Mohd Yusri, Ku Ibrahim
dc.contributor.authorAddzrull Hi-Fi Syam, Ahmad Jamil
dc.contributor.authorAhmad Kadri, Junoh
dc.contributor.authorJ., Ahmad
dc.date.accessioned2014-04-22T08:53:06Z
dc.date.available2014-04-22T08:53:06Z
dc.date.issued2013
dc.identifier.citationWorld Congress on Medical Physics and Biomedical Engineering, vol. 39, 2013, pages 1260 – 1263en_US
dc.identifier.issn1680-0737
dc.identifier.urihttp://dspace.unimap.edu.my:80/dspace/handle/123456789/33909
dc.descriptionLink to publisher's homepage at http://link.springer.com/en_US
dc.description.abstractIn this paper, tremble stage assessment is explained and reviewed for detecting facial changes of patient in a hospital in Neonatal Intensive Care Unit (NICU). The facial changes are most widely represented by eyes and mouth movements. The proposed system uses color images and it consists of three modules. The first module implements skin detection method to detect the face. Secondly, extracts the features of faces by processing the image and measuring certain dimensions face regions. Finally a knn and Fuzzy k- NN classifier used to classify the movements. From the experiments, it is found that the identification rate of reaches 93.30% and 70.25% respectively.en_US
dc.language.isoenen_US
dc.publisherSpringer Berlin Heidelbergen_US
dc.subjectInfant cues recognitionen_US
dc.subjectAgitation levelen_US
dc.subjectFuzzy k-NN classifieren_US
dc.subjectk-NN classifieren_US
dc.titleFuzzy k-NN and k-NN algorithm for fast infant cues detectionen_US
dc.typeArticleen_US
dc.identifier.urlhttp://link.springer.com/chapter/10.1007%2F978-3-642-29305-4_330
dc.identifier.url10.1007/978-3-642-29305-4_330
dc.contributor.urlazrulhifisyam@yahoo.comen_US
dc.contributor.urlkadri@unimap.edu.myen_US
dc.contributor.urlnazri_554@yahoo.comen_US
dc.contributor.urlsyahrull30@yahoo.comen_US
dc.contributor.urlshafriza@unimap.edu.myen_US
dc.contributor.urlhari@unimap.edu.myen_US
dc.contributor.urls.yaacob@unimap.edu.myen_US


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