PENJEJAKAN OBYEK MENGGUNAKAN METODE BACKPROPAGATION

ANDIKA, , BAGUS DWI and ARDILA , FERNANDO and HAKKUN, RIZKY YUNIAR and SETIAWARDHANA , SETIAWARDHANA PENJEJAKAN OBYEK MENGGUNAKAN METODE BACKPROPAGATION. EEPIS Final Project.

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Abstract

In this final project will be built a face tracking application usinga wireless camera. The camera is online to capture objects. Face detection process is based on the principle in image processing such as skin color segmentation, filtering, edge detection and compared with theexisting face templates. The next process is searching face position and determine the center of the face. Then this application will perform face tracking using backpropagation method. Input for backpropagation method is error distance between center of camera and center of object. After using backpropagation to reduce error, its can get the output. Output is actual distance, this distance will be input in camera to tracking object. After testing to this system, the testing in level light intensity, face position testing and testing using 20 people, acuration rate of this system is 75 %. Keyword : Wireless camera, capture Online, image processing, detection, tracking, backpropagation.

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