ITEJ (Information Technology Engineering Journals)
Vol. 4 No. 2 (2019): December

Moving Object Detection on CCTV Surveillance Using the Frame Difference Method

Saluky Saluky (IAIN Syekh Nurjati Cirebon)



Article Info

Publish Date
31 Dec 2019

Abstract

In today's computer vision research, many build systems for observing humans and understanding their appearance, activities, and behaviour that provide sophisticated interfaces for interacting with humans, and create plausible human models for various purposes. This paper presents a simple algorithm for detecting moving objects from a static background based on frame differences. First, the first frame is captured via a static camera such as Closed Circuit Television (CCTV) after which a sequence of frames is taken periodically. Second, the absolute difference is calculated between successive frames and the difference in images is stored in the system. Third, the difference image is converted into a grey image and then translated into a binary image. Finally, morphological filtering is carried out to remove noise. In the last process, moving objects can be detected in conditions that do not change much apart from moving objects.

Copyrights © 2019






Journal Info

Abbrev

itej

Publisher

Subject

Description

ITEj (Information Technology Engineering Journals) is a peer-reviewed journal that focuses on the Development of information systems, electronic-based learning, and the application of algorithms and methods in informatics engineering and software engineering. Besides that, the focus is also on ...