Bulletin of Electrical Engineering and Informatics
Vol 9, No 1: February 2020

Comparison of human detection using background subtraction and frame difference

Mohd Saifulnizam Zaharin (Universiti Kuala Lumpur Malaysia France Institute)
Norazlin Ibrahim (Universiti Kuala Lumpur Malaysia France Institute)
Tengku Mohd Azahar Tuan Dir (Universiti Kuala Lumpur Malaysia France Institute)

Article Info

Publish Date
01 Feb 2020

Abstract

Image processing is mostly used for exploring image behaviour. There are several steps in image processing. Image acquisition, pre-processing, feature extraction, and classification are the processes used for the detection of human movement based on high-level feature extraction (HLFE), in which HLFE was used for feature extraction in this paper. This study proposed the use of background subtraction and frame difference. This research was conducted to analyse the difference of background subtraction and frame difference methods based on movement of human. Movement of human detected by using feature extraction were centroid image technique used. Furthermore, support vector machine (SVM) was used for classification.

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Journal Info
Bulletin of Electrical Engineering and Informatics
Website

Abbrev

EEI

Publisher

Universitas Ahmad Dahlan

Subject

Electrical & Electronics Engineering

Description

Bulletin of Electrical Engineering and Informatics (Buletin Teknik Elektro dan Informatika) ISSN: 2089-3191, e-ISSN: 2302-9285 is open to submission from scholars and experts in the wide areas of electrical, electronics, instrumentation, control, telecommunication and computer engineering from the ...