HUMAN FACE DETECTION IN COLORED IMAGES BASED ON GAUSSIAN FILTERS
 A. N asrabadi1,*, S. Azadi2, J. Haddad Nia3    1. Lecturer, Electrical Engineering Dep., Engineering Faculty, Tarbiat Moallem University of Sabzevar, Sabzevar, Iran  2. Assistant Professor , Electrical& Computer Engineering Faculty, Semnan University, Semnan, Iran  3. Assistant Profes...
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| Format: | Article |
| Language: | fas |
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Semnan University
2009-08-01
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| Series: | مجله مدل سازی در مهندسی |
| Subjects: | |
| Online Access: | https://modelling.semnan.ac.ir/article_1533_eb942c3f94b2c8d6b704ad4cceefd814.pdf |
| _version_ | 1797296694083190784 |
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| author | عباس نصر آبادی ساسان آزادی جواد حدادنیا |
| author_facet | عباس نصر آبادی ساسان آزادی جواد حدادنیا |
| author_sort | عباس نصر آبادی |
| collection | DOAJ |
| description |  A. N asrabadi1,*, S. Azadi2, J. Haddad Nia3    1. Lecturer, Electrical Engineering Dep., Engineering Faculty, Tarbiat Moallem University of Sabzevar, Sabzevar, Iran  2. Assistant Professor , Electrical& Computer Engineering Faculty, Semnan University, Semnan, Iran  3. Assistant Professor , Electrical Engineering Dep., Engineering Faculty, Tarbiat Moallem University of Sabzevar, Sabzevar, Iran  * Corresponding Author : abbas.nasrabadi@gmail.com    Abstract  In this article a recommended method is introduced for face recognition in colored images, based on combination of template matching, conversions of color filter. In this method, firstly based on the recommended Gaussian filter, skin points of image based on a cluster including all the elements of skin are determined and by extraction of color elements, the standard of skin color separation is determined. Then the linked areas similar to skin color that are separated from different parts of image are introduced as recognized face by template matching and based on a model. The results of simulation on an induced images bank show that the above mentioned method has not only a low positive and negative mean error but also a high resistance against noise.    Keywords: Face Detection, Skin Model, YCbCr Colored Space, Gaussian Filter, Template Matching. |
| first_indexed | 2024-03-07T22:08:28Z |
| format | Article |
| id | doaj.art-c0db9faf7e8f473f9858aa2cbe52d80f |
| institution | Directory Open Access Journal |
| issn | 2008-4854 2783-2538 |
| language | fas |
| last_indexed | 2024-03-07T22:08:28Z |
| publishDate | 2009-08-01 |
| publisher | Semnan University |
| record_format | Article |
| series | مجله مدل سازی در مهندسی |
| spelling | doaj.art-c0db9faf7e8f473f9858aa2cbe52d80f2024-02-23T18:52:04ZfasSemnan Universityمجله مدل سازی در مهندسی2008-48542783-25382009-08-0131710.22075/jme.2017.15331533HUMAN FACE DETECTION IN COLORED IMAGES BASED ON GAUSSIAN FILTERSعباس نصر آبادیساسان آزادیجواد حدادنیا A. N asrabadi1,*, S. Azadi2, J. Haddad Nia3    1. Lecturer, Electrical Engineering Dep., Engineering Faculty, Tarbiat Moallem University of Sabzevar, Sabzevar, Iran  2. Assistant Professor , Electrical& Computer Engineering Faculty, Semnan University, Semnan, Iran  3. Assistant Professor , Electrical Engineering Dep., Engineering Faculty, Tarbiat Moallem University of Sabzevar, Sabzevar, Iran  * Corresponding Author : abbas.nasrabadi@gmail.com    Abstract  In this article a recommended method is introduced for face recognition in colored images, based on combination of template matching, conversions of color filter. In this method, firstly based on the recommended Gaussian filter, skin points of image based on a cluster including all the elements of skin are determined and by extraction of color elements, the standard of skin color separation is determined. Then the linked areas similar to skin color that are separated from different parts of image are introduced as recognized face by template matching and based on a model. The results of simulation on an induced images bank show that the above mentioned method has not only a low positive and negative mean error but also a high resistance against noise.    Keywords: Face Detection, Skin Model, YCbCr Colored Space, Gaussian Filter, Template Matching.Âhttps://modelling.semnan.ac.ir/article_1533_eb942c3f94b2c8d6b704ad4cceefd814.pdfface detectionskin modelycbcr colored spacegaussian filtertemplate matching |
| spellingShingle | عباس نصر آبادی ساسان آزادی جواد حدادنیا HUMAN FACE DETECTION IN COLORED IMAGES BASED ON GAUSSIAN FILTERS مجله مدل سازی در مهندسی face detection skin model ycbcr colored space gaussian filter template matching |
| title | HUMAN FACE DETECTION IN COLORED IMAGES BASED ON GAUSSIAN FILTERS |
| title_full | HUMAN FACE DETECTION IN COLORED IMAGES BASED ON GAUSSIAN FILTERS |
| title_fullStr | HUMAN FACE DETECTION IN COLORED IMAGES BASED ON GAUSSIAN FILTERS |
| title_full_unstemmed | HUMAN FACE DETECTION IN COLORED IMAGES BASED ON GAUSSIAN FILTERS |
| title_short | HUMAN FACE DETECTION IN COLORED IMAGES BASED ON GAUSSIAN FILTERS |
| title_sort | human face detection in colored images based on gaussian filters |
| topic | face detection skin model ycbcr colored space gaussian filter template matching |
| url | https://modelling.semnan.ac.ir/article_1533_eb942c3f94b2c8d6b704ad4cceefd814.pdf |
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