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Real-time product quality inspection monitoring system using quadratic distance and level classifier
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نویسنده
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saad n.m. ,abdul rahman n.n.s. ,abdullah a.r. ,rahim n.a.
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منبع
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journal of telecommunication, electronic and computer engineering - 2017 - دوره : 9 - شماره : 2-13 - صفحه:57 -62
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چکیده
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Automated product quality inspection has become a very important process in industries to maintain high product efficiency. this paper presents a real-time product quality inspection monitoring system for beverages product. the proposed system used internet protocol (ip) camera to capture the image of the bottle through computer network in order to inspect color concentration and water level of the bottle. quadratic distance technique is applied for color concentration analysis based on a combination of red,green and blue (rgb) histogram. the vertical and horizontal coordinates technique is used to inspect three conditions of the level,which are passed,overfill and underfill. the proposed system has achieved 100% accuracy using 246 samples.
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کلیدواژه
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Color classification; Level classification; Product quality inspection; Quadratic distance classifier
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آدرس
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center for robotics and industrial automation,faculty of electronic and computer engineering,universiti teknikal malaysia melaka (utem),durian tunggal,melaka, Malaysia, center for robotics and industrial automation,faculty of electronic and computer engineering,universiti teknikal malaysia melaka (utem),durian tunggal,melaka, Malaysia, center for robotics and industrial automation,faculty of electric engineering,universiti teknikal malaysia melaka (utem),durian tunggal,melaka, Malaysia, stevia industry sdn. bhd.,kawasan perindustrian keda,gurun,kedah, Malaysia
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Authors
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