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Publication
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| Title of Article |
A Novel Classification based on Ellipse for Face Recognition |
| Date of Acceptance |
22 February 2018 |
| Journal |
| Title of Journal |
JOURNAL OF INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING |
| Standard |
SCOPUS |
| Institute of Journal |
National Kaohsiung University of Applied Sciences |
| ISBN/ISSN |
2073-4212 |
| Volume |
9 |
| Issue |
3 |
| Month |
May |
| Year of Publication |
2018 |
| Page |
620-628 |
| Abstract |
This paper, we presented a novel classification based on the nearest and the center of ellipse (NCE) for face recognition. Any ellipse is generated by three points, which are obtained from the combination of m distinct points taken from the same class: m is a number of image per class. The classification criteria are as follows: 1) if the test image is inside or is on the ellipse, we calculate the distance between the test image and the center of the ellipse; 2) if the test image is outside the ellipse, we find the minimum distance. The distance between the test image and the z point such that the z point is any point in the three points in the ellipse then the test is in class CNCE when the distance that is the shortest of all of classes. A large number of experiments were investigated on the Faces94 and the Grimace database. Meanwhile, the comparison between the NCE and the other neighborhood-based classification methods; including the nearest feature line, the shortest feature line segment, and the restricted nearest feature line with ellipse. |
| Keyword |
Face recognition, Classifier, Ellipse |
| Author |
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| Reviewing Status |
มีผู้ประเมินอิสระ |
| Status |
ตีพิมพ์แล้ว |
| Level of Publication |
นานาชาติ |
| citation |
false |
| Part of thesis |
true |
| Attach file |
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| Citation |
0
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Journal Publication
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