Jurnal Darma Agung
Vol 31 No 2 (2023): APRIL

SMOKE DETECTION ON CNN BASED VIDEO SURVEILLANCE SYSTEM

Faris Rai Fadhil (Universitas Widyatama,Bandung)
Ari Purno Wahyu Wibowo (Universitas Widyatama,Bandung)



Article Info

Publish Date
29 Mar 2023

Abstract

Forest fires are a serious problem that can cause extensive forest land and plantation areas to be damaged, this damage not only disrupts the habitat but the ecosystems in the forest, several studies have made an experiment to prevent forest fires, one of which is by using the help of electronic sensors installed in forest areas, this sensor works chemically by detecting heat or a change in the composition of the atmosphere present in the air and room temperature, from these changes the data is sent to the central station and a fire will be predicted, this method has a weakness including the number of sensors installed is very limited and does not allow it to be installed in a large area and the sensor may be damaged and lost as well as the use of a limited power source, causing readings to become disruptive and less than optimal. The solution to this problem is to use a UAV or drone technology which is felt to be very effective and quickly moves areas to scan a very large area, while the fire detection process uses an image processing method based on a computer vision algorithm, this method reads forest fire data and calculates the area directly. and can be used to detect the impact of damage caused, the accuracy of this image processing system depends on whether it is clear or not the reading of the data captured by the UAV predicts an accuracy of up to 80%.

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Journal Info

Abbrev

jurnaluda

Publisher

Subject

Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Social Sciences

Description

Journal Focus of the Darma Agung Journal is multidisciplinary research to the lecturers, students and related institutions, especially in Indonesia which leads to an increasing in Indonesian Human Development Index. The scope includes collection of the results of research, studies or community ...