Document Details
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Document Type |
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Article In Conference |
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Document Title |
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An Interval Type-2 Fuzzy Logic System for Human Silhouette Extraction in Dynamic Environments نظام المنطق الضبابي من النوع (2) ذو الفاصل الزمني لاستخراج الصور الضلية للأشخاص في البيئات الديناميكية |
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Subject |
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An Interval Type-2 Fuzzy Logic System for Human Silhouette Extraction in Dynamic Environments |
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Document Language |
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English |
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Abstract |
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In this paper, we present a type-2 fuzzy logic based system for robustly extracting the human silhouette which is a fundamental and important procedure for advanced video processing applications, such as pedestrian tracking, human activity analysis and event detection. The presented interval type-2 fuzzy logic system is able to detach moving objects from extracted human silhouette in dynamic environments. Our real-world experimental results demonstrate that the proposed interval type-2 fuzzy logic system works effectively and efficiently for moving objects detachment where the type-2 approach outperforms the type-1 fuzzy system while significantly reducing the misclassification when compared to the type-1 fuzzy system. |
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Conference Name |
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Proceedings of the 2012 International Conference on Autonomous and Intelligent Systems, Aviero, Portugal, June 2012, |
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Duration |
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From : June 2012 AD - To : June 2012 AD |
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Publishing Year |
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1433 AH
2012 AD |
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Number Of Pages |
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6 |
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Article Type |
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Article |
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Conference Place |
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Aviero, Portugal |
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Added Date |
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Saturday, September 1, 2012 |
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Researchers
| دانيال الغزاوي | Alghazzawi, Daniyal | Investigator | Doctorate | dghazzawi@kau.edu.sa |
| Bob Yao | Yao, Bob | Researcher | | |
| Hani Hagras | Hagras, Hani | Researcher | | |
| محمد الحداد | Alhaddad, Muhammad | Researcher | Doctorate | |
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