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Implementation of Template Matching Method for Door Lock Security System Using Raspberry Pi

机译:使用Raspberry Pi实现门锁安全系统的模板匹配方法

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In several locations, the security system is becoming a priority. One of the location is the laboratory. There are many valuable research tools and equipment in the laboratory, so to improve the security system. Generally, the access to entry the laboratory is equipped with a digital safety system. Computer Control System Laboratory at Information Technology Department of Jember State Polytechnic uses RFID-Card as access right for entrance to the laboratory. RFID-Card also functions as ID-Card (printed with photo and biodata) and packaged to fit in user clothes pocket. However, using RFID gives less of flexibility. The user must remove the ID-Card and attach the card to the RFID reader box. Therefore, in this study will design a door lock security system based on the image processing to replace the use of RFID. Later, the user simply positions themselves in the Pi Camera work area. Processed data from the camera, the matched with image data which stored in the database. The database contains a photo of laboratory members which listed on the employee ID-Card. Template matching method is used as image matching method which stored in Raspberry Pi database. If the image which captured by camera is matched with the image data in the database, the controller will give entry access to the user. Based on the experimental results, template matching method has a success rate of 96%.
机译:在几个地方,安全系统已成为当务之急。位置之一是实验室。实验室中有许多有价值的研究工具和设备,以改善安全系统。通常,进入实验室的通道配有数字安全系统。 Jember State Polytechnic信息技术部的计算机控制系统实验室使用RFID卡作为进入实验室的访问权限。 RFID卡还可以用作ID卡(打印有照片和生物数据),并包装在用户的衣服口袋中。但是,使用RFID的灵活性较小。用户必须卸下ID卡并将卡附加到RFID阅读器盒。因此,在这项研究中将设计一种基于图像处理的门锁安全系统,以取代使用RFID。以后,用户只需将自己放置在Pi Camera工作区中即可。来自相机的处理数据,与存储在数据库中的图像数据相匹配。数据库包含员工ID卡上列出的实验室成员的照片。模板匹配方法用作存储在Raspberry Pi数据库中的图像匹配方法。如果由摄像机捕获的图像与数据库中的图像数据相匹配,则控制器将向用户授予输入权限。根据实验结果,模板匹配方法的成功率为96%。

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