Medical Waste Segregation using a Fuzzy Expert System
سال انتشار: 1398
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 583
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شناسه ملی سند علمی:
SNTHMED01_017
تاریخ نمایه سازی: 24 شهریور 1398
چکیده مقاله:
This paper introduces an automated waste segregation instrument commercially productive for laboratory applications and for medical waste recognition. In this system, a fuzzy rule based system is designed being able to segregate 24 different hospitals waste types which are selected from 8 more common medical waste groups. After capturing each frame, some preprocessing operations are done, features are extracted, fuzzy parameters, fuzzy terms and fuzzy rules are determined and finally a rule with a maximum certification degree is fired. The system is flexible on different light conditions, view degrees of the camera, and 360 degree object rotation. Our experiments on a real environment and using both new and used wastes show that the performance of the system is more than 94%. It works on different light conditions, different view degree of camera and different positions of the objects.
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نویسندگان
Seyed Hashem Davarpanah
Assistant Professor Dep. of Computer Engineering Birjand University of Technology Birjand, Iran