Face Recognition Using Angular Radial Transform
| المصدر: | مجلة جامعة الملك سعود - علوم الحاسب والمعلومات |
|---|---|
| الناشر: | جامعة الملك سعود |
| المؤلف الرئيسي: | Hamdan, Bensenane (Author) |
| مؤلفين آخرين: | Mokhtar, Keche (Co-Author) |
| المجلد/العدد: | مج30, ع2 |
| محكمة: | نعم |
| الدولة: |
السعودية |
| التاريخ الميلادي: |
2018
|
| الصفحات: | 141 - 151 |
| DOI: |
10.33948/0584-030-002-001 |
| ISSN: |
1319-1578 |
| رقم MD: | 974350 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | science |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Angular Radial Transform (Art) | Legendre Moment Invariants (Lmi) | Euclidean Distance (Ed) | Pseudo Zernike Moments (Pzm) | Nearest Neighbor Classifier (Nnc) | Support Vector Machines (Svm)
|
| رابط المحتوى: |
| LEADER | 02165nam a22002417a 4500 | ||
|---|---|---|---|
| 001 | 1717137 | ||
| 024 | |3 10.33948/0584-030-002-001 | ||
| 041 | |a eng | ||
| 044 | |b السعودية | ||
| 100 | |9 525563 |a Hamdan, Bensenane |e Author | ||
| 245 | |a Face Recognition Using Angular Radial Transform | ||
| 260 | |b جامعة الملك سعود |c 2018 | ||
| 300 | |a 141 - 151 | ||
| 336 | |a بحوث ومقالات |b Article | ||
| 520 | |b Moment-based Angular Radial Transform, Legendre moment invariants and Zernike moments are a family of orthogonal functions which allow the generation of non redundant descriptors by the projection of an image onto an orthogonal basis. These descriptors can be used for classification, such as in face recognition. Zernike moments and Legendre moments have already been used for this purpose. This paper proposes to use moment-based Angular Radial Transform for extracting the face characteristics that feed a Support Vector Machine or a Nearest Neighbor Classifier for face recog- nition. Facial images from the ORL database, Essex Faces94 database, Essex Faces96 database, and Yale database were used for testing the proposed approach. The experimental results obtained show that the proposed method is more efficient, in terms of recognition rate, than the methods based on Zernike and Legendre moments. It is also found that its performance is comparable to that of the best state-of-the-arts methods. | ||
| 653 | |a التردد الشعاعي الزاوي |a صور الوجه |a التصوير الشعاعي | ||
| 692 | |b Angular Radial Transform (Art) |b Legendre Moment Invariants (Lmi) |b Euclidean Distance (Ed) |b Pseudo Zernike Moments (Pzm) |b Nearest Neighbor Classifier (Nnc) |b Support Vector Machines (Svm) | ||
| 700 | |9 525565 |a Mokhtar, Keche |e Co-Author | ||
| 773 | |c 001 |e Journal of King Saud University (Computer and Information Sciences) |f Maǧalaẗ ǧamʼaẗ al-malīk Saud : ùlm al-ḥasib wa al-maʼlumat |l 002 |m مج30, ع2 |o 0584 |s مجلة جامعة الملك سعود - علوم الحاسب والمعلومات |v 030 |x 1319-1578 | ||
| 856 | |u 0584-030-002-001.pdf | ||
| 930 | |d y |p y | ||
| 995 | |a science | ||
| 999 | |c 974350 |d 974350 | ||
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