Face Detection by Skin Color based on Elman Neural Network
In this paper, a propose system was present for face detection by the color of skin which is the main feature in the skin, the system depends on the color properties that extracted from the skin using Fast Fourier Transforme (FFT), then, the Neural Network (Elman) used to test the filtered skin peac...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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University of Anbar
2012-12-01
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| Series: | مجلة جامعة الانبار للعلوم الصرفة |
| Subjects: | |
| Online Access: | https://juaps.uoanbar.edu.iq/article_63370_433c864d050b79226c31084801976eff.pdf |
| _version_ | 1797373275241709568 |
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| author | Ghada Thanoon Nadia maan Amera Istiqlal |
| author_facet | Ghada Thanoon Nadia maan Amera Istiqlal |
| author_sort | Ghada Thanoon |
| collection | DOAJ |
| description | In this paper, a propose system was present for face detection by the color of skin which is the main feature in the skin, the system depends on the color properties that extracted from the skin using Fast Fourier Transforme (FFT), then, the Neural Network (Elman) used to test the filtered skin peaces for make dicession if the original colored image has a face or not.The proposed system was tested upon group of colored images and the results give a good average in detection exceeds 86%. |
| first_indexed | 2024-03-08T18:48:06Z |
| format | Article |
| id | doaj.art-700a9e2f06444411953d6bf4dd04f685 |
| institution | Directory Open Access Journal |
| issn | 1991-8941 2706-6703 |
| language | English |
| last_indexed | 2024-03-08T18:48:06Z |
| publishDate | 2012-12-01 |
| publisher | University of Anbar |
| record_format | Article |
| series | مجلة جامعة الانبار للعلوم الصرفة |
| spelling | doaj.art-700a9e2f06444411953d6bf4dd04f6852023-12-28T21:56:09ZengUniversity of Anbarمجلة جامعة الانبار للعلوم الصرفة1991-89412706-67032012-12-01621510.37652/juaps.2012.6337063370Face Detection by Skin Color based on Elman Neural NetworkGhada Thanoon0Nadia maan1Amera Istiqlal2Mosul University - College of Computer Science and MathematicsMosul University - College of Computer Science and MathematicsMosul University - College of Computer Science and MathematicsIn this paper, a propose system was present for face detection by the color of skin which is the main feature in the skin, the system depends on the color properties that extracted from the skin using Fast Fourier Transforme (FFT), then, the Neural Network (Elman) used to test the filtered skin peaces for make dicession if the original colored image has a face or not.The proposed system was tested upon group of colored images and the results give a good average in detection exceeds 86%.https://juaps.uoanbar.edu.iq/article_63370_433c864d050b79226c31084801976eff.pdfelman |
| spellingShingle | Ghada Thanoon Nadia maan Amera Istiqlal Face Detection by Skin Color based on Elman Neural Network مجلة جامعة الانبار للعلوم الصرفة elman |
| title | Face Detection by Skin Color based on Elman Neural Network |
| title_full | Face Detection by Skin Color based on Elman Neural Network |
| title_fullStr | Face Detection by Skin Color based on Elman Neural Network |
| title_full_unstemmed | Face Detection by Skin Color based on Elman Neural Network |
| title_short | Face Detection by Skin Color based on Elman Neural Network |
| title_sort | face detection by skin color based on elman neural network |
| topic | elman |
| url | https://juaps.uoanbar.edu.iq/article_63370_433c864d050b79226c31084801976eff.pdf |
| work_keys_str_mv | AT ghadathanoon facedetectionbyskincolorbasedonelmanneuralnetwork AT nadiamaan facedetectionbyskincolorbasedonelmanneuralnetwork AT ameraistiqlal facedetectionbyskincolorbasedonelmanneuralnetwork |