Adaptive Background Extraction for Video Based Traffic Counter Application Using Gaussian Mixture Models Algorithm

Sutjiadi, Raymond; Setyati, Endang; Lim, Resmana

doi:10.12928/telkomnika.v13i3.1772

Cited by 5 publications

(4 citation statements)

References 8 publications

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“…Khan and Askerzade implemented an image processing and fuzzy logic control, and then sent the result to a microcontroller to drive the traffic signal [4]- [5]. After that, Sutjiadi [6] tried to extract the background using Gaussian Mixture Models Algorithm in order to detect the vehicles.…”

Section: Related Research Studiesmentioning

confidence: 99%

Adaptive Traffic Controller Based On Pre-Timed System

2016

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Section: Related Research Studiesmentioning

confidence: 99%

Adaptive Traffic Controller Based On Pre-Timed System

2016

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“…Nowadays the modern technology is improving day by day to facilitate the daily life people tasks. One of the big challenges that faced developing cities is traffic management due to increasing of population density and vehicles number without expanding roads in the cities [6][7][8]. Road congestion leads to wasting time and fuel which is effectively rise the environmental pollution.…”

Section: Introductionmentioning

confidence: 99%

Smart prepaid traffic fines system using RFID, IoT and mobile app

et al. 2019

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This work is intended to deliver an intelligent traffic system using radio frequency identification (RFID) technology. It designed and implemented in a way where fines are autonomously registered. In addition, a mobile app was built to assist traffic officers managing their field works. Low cost equipment's have been used such as RFID technology, passive tags, processing unit (personal computer), and a connection system. First stage is represented by collecting data using the RFID, where it reads any identified tag that attached with vehicles. Next, a certain data are transmitted to the server using internet network communication system. The server is responsible for processing these data according to a pre-defined rules. Finally, police officers can use the mobile app to perform several tasks according the processed data such as monitoring a specific car, register a new car ID and others.

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“…MANETs can be used in failover systems, military and other applications and have attracted significant interest for numerous researchers [1]. As Figure 1 shows, provision rich-content to users for multimedia streaming services has been extremely popular digital business in the mobile Internet [2][3][4]. In particular, video streaming services have occupied the two thirds network traffic.…”

Section: Introductionmentioning

confidence: 99%