Face Detection and Recognition using Color Segmentation,Template Matching and Gabor Neural Network with Fuzzy System
Face recognition is the process of finding the face of one or more people in an image or even in a video. There are variety techniques for face recognition used in the researches. In this paper various algorithms for face recognition on mobile phones or other electronic device are applied. firstly...
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| Format: | Article |
| Language: | English |
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Wasit University
2018-12-01
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| Series: | Wasit Journal of Engineering Sciences |
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| Online Access: | https://ejuow.uowasit.edu.iq/index.php/ejuow/article/view/102 |
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| _version_ | 1850221280024854528 |
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| author | Mays Kareem Jabbar Maab Alaa Hussain Thaar A. Kareem |
| author_facet | Mays Kareem Jabbar Maab Alaa Hussain Thaar A. Kareem |
| author_sort | Mays Kareem Jabbar |
| collection | DOAJ |
| description |
Face recognition is the process of finding the face of one or more people in an image or even in a video. There are variety techniques for face recognition used in the researches. In this paper various algorithms for face recognition on mobile phones or other electronic device are applied. firstly the face detection should be implemented in any face recognition system. To get the face detection many algorithms like color segmentation, template matching etc are applicated. Then the second phase of the proposed algorithm is implemented by using neural network Gabor with fuzzy system. The algorithm has been represented using MATLAB and then implemented it on the device. While implementing the proposed algorithm, a tradeoff between accuracy and computational complexity of the algorithm are made, because the face recognition system is implemented on a device with limited hardware capabilities
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| format | Article |
| id | doaj-art-9484f19a67984f49b17093c6dbe4d67b |
| institution | OA Journals |
| issn | 2305-6932 2663-1970 |
| language | English |
| publishDate | 2018-12-01 |
| publisher | Wasit University |
| record_format | Article |
| series | Wasit Journal of Engineering Sciences |
| spelling | doaj-art-9484f19a67984f49b17093c6dbe4d67b2025-08-20T02:06:46ZengWasit UniversityWasit Journal of Engineering Sciences2305-69322663-19702018-12-016310.31185/ejuow.Vol6.Iss3.102Face Detection and Recognition using Color Segmentation,Template Matching and Gabor Neural Network with Fuzzy SystemMays Kareem Jabbar0Maab Alaa Hussain1Thaar A. Kareem2University of Missan/ College of EngineeringUniversity of Missan/ College of EngineeringUniversity of Missan/ College of Engineering Face recognition is the process of finding the face of one or more people in an image or even in a video. There are variety techniques for face recognition used in the researches. In this paper various algorithms for face recognition on mobile phones or other electronic device are applied. firstly the face detection should be implemented in any face recognition system. To get the face detection many algorithms like color segmentation, template matching etc are applicated. Then the second phase of the proposed algorithm is implemented by using neural network Gabor with fuzzy system. The algorithm has been represented using MATLAB and then implemented it on the device. While implementing the proposed algorithm, a tradeoff between accuracy and computational complexity of the algorithm are made, because the face recognition system is implemented on a device with limited hardware capabilities https://ejuow.uowasit.edu.iq/index.php/ejuow/article/view/102Face recognitionFace detectionGabor Neural Network |
| spellingShingle | Mays Kareem Jabbar Maab Alaa Hussain Thaar A. Kareem Face Detection and Recognition using Color Segmentation,Template Matching and Gabor Neural Network with Fuzzy System Wasit Journal of Engineering Sciences Face recognition Face detection Gabor Neural Network |
| title | Face Detection and Recognition using Color Segmentation,Template Matching and Gabor Neural Network with Fuzzy System |
| title_full | Face Detection and Recognition using Color Segmentation,Template Matching and Gabor Neural Network with Fuzzy System |
| title_fullStr | Face Detection and Recognition using Color Segmentation,Template Matching and Gabor Neural Network with Fuzzy System |
| title_full_unstemmed | Face Detection and Recognition using Color Segmentation,Template Matching and Gabor Neural Network with Fuzzy System |
| title_short | Face Detection and Recognition using Color Segmentation,Template Matching and Gabor Neural Network with Fuzzy System |
| title_sort | face detection and recognition using color segmentation template matching and gabor neural network with fuzzy system |
| topic | Face recognition Face detection Gabor Neural Network |
| url | https://ejuow.uowasit.edu.iq/index.php/ejuow/article/view/102 |
| work_keys_str_mv | AT mayskareemjabbar facedetectionandrecognitionusingcolorsegmentationtemplatematchingandgaborneuralnetworkwithfuzzysystem AT maabalaahussain facedetectionandrecognitionusingcolorsegmentationtemplatematchingandgaborneuralnetworkwithfuzzysystem AT thaarakareem facedetectionandrecognitionusingcolorsegmentationtemplatematchingandgaborneuralnetworkwithfuzzysystem |