Muhamad, Reza and Yulianti, Titin and Sulistiyanti, Sri Ratna and Purwiyanti, Sri and Setyawan, FX. Arinto (2019) Deteksi Objek Bergerak Pada Video Bawah Air Menggunakan Metode Frame Differencing. Jurnal EECCIS, 13 (2). pp. 100-104. ISSN 2460-8122

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Abstract

Fish finder is an electronic device that operated on a ship that can measure the depth of sea. The principle work of the device is by measuring the depth of the ocean by pulse of vibration sound. There is a transducer that transmits pulse vibrations vertically to the bottom of the sea, then the transducer will receive the reflection of its. To increase modern fishing technology, a technology research using other methods are needed. One idea of modern fishing technology is object detection methods. There are several methods that can be used in the detection of moving objects. One of the method is the frame differencing method. This research designed the program of underwater object detection using frame differencing method by taking pictures with moving camera. The video was recorded using action camera. There are 3 kinds of data are processed according to the time, morning, noon, and night. This method compares two frames then the difference is considered the movement of an object. The effectiveness of this method is evaluated based on the value of recall and precision. The results showed that frame differencing method successfully detected the objects of the three videos with the highest value of recall is 73% and precision around 96% and execute duration in 0.36s.

Item Type: Article
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Depositing User: Dr. Eng FX ARINTO SETYAWAN
Date Deposited: 14 Nov 2019 10:34
Last Modified: 14 Nov 2019 10:34
URI: http://repository.lppm.unila.ac.id/id/eprint/16405

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