Infant hungry recognition based on k-NN and Autoregressive Model
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American Scientific Publishers All rights reserved.
2014
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my.unimap-342152014-05-02T08:23:27Z Infant hungry recognition based on k-NN and Autoregressive Model Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Hariharan, Muthusamy, Dr. Shafriza Nisha, Basah, Dr. Mohd Nazri, Rejab apairia@yahoo.com s.yaacob@unimap.edu.my hari@unimap.edu.my shafriza@unimap.edu.my AR model Infant hungry recognition K-NN Link to publisher's homepage at www.aspbs.com/ To study their behaviour without knowing what their needs is another crucial issue. A lot of researches have been rapidly investigated. Thus, in this paper we proudly proposed a system to determine the hungry infant based on their facial expression. A Haar Cascade face detection method was implemented. Autoregressive Model (AR) was employed for the coefficient extraction. Some other statistical methods were used as the feature extraction. Finally k-Nearest Neighbour (k-NN) with 96.78% accuracy was accepted. 2014-05-02T08:23:27Z 2014-05-02T08:23:27Z 2013-11 Article Advanced Science Letters, vol. 19(11), 2013, pages 3289-3292 1936-6612 http://www.ingentaconnect.com/content/asp/asl/2013/00000019/00000011/art00037?token=004612e07a5a666f3a7b6c2a4042423b475f6648783449264f655d375c6b6876305021 http://dspace.unimap.edu.my:80/dspace/handle/123456789/34215 en American Scientific Publishers All rights reserved. |
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English |
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AR model Infant hungry recognition K-NN |
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AR model Infant hungry recognition K-NN Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Hariharan, Muthusamy, Dr. Shafriza Nisha, Basah, Dr. Mohd Nazri, Rejab Infant hungry recognition based on k-NN and Autoregressive Model |
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Link to publisher's homepage at www.aspbs.com/ |
| author2 |
apairia@yahoo.com |
| author_facet |
apairia@yahoo.com Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Hariharan, Muthusamy, Dr. Shafriza Nisha, Basah, Dr. Mohd Nazri, Rejab |
| format |
Article |
| author |
Muhammad Naufal, Mansor Sazali, Yaacob, Prof. Dr. Hariharan, Muthusamy, Dr. Shafriza Nisha, Basah, Dr. Mohd Nazri, Rejab |
| author_sort |
Muhammad Naufal, Mansor |
| title |
Infant hungry recognition based on k-NN and Autoregressive Model |
| title_short |
Infant hungry recognition based on k-NN and Autoregressive Model |
| title_full |
Infant hungry recognition based on k-NN and Autoregressive Model |
| title_fullStr |
Infant hungry recognition based on k-NN and Autoregressive Model |
| title_full_unstemmed |
Infant hungry recognition based on k-NN and Autoregressive Model |
| title_sort |
infant hungry recognition based on k-nn and autoregressive model |
| publisher |
American Scientific Publishers All rights reserved. |
| publishDate |
2014 |
| url |
http://dspace.unimap.edu.my:80/dspace/handle/123456789/34215 |
| _version_ |
1643797422770487296 |
| score |
13.214268 |