Comparison of Background Subtraction and Frame Differencing Methods for Indoor Moving Object Detection
Yessi Jusman, Lentera Hinggis, Rama Okta Wiyagi, Nor Ashidi Mat Isa, Faaris Mujaahid · 2020
This study analyzes the method of moving object detection using video images by comparing two methods, namely background subtraction and frame differencing. The purpose of this research is to design a moving object detection system, then analyze the test results to determine a more reliable method. The video image used in the test is the result of recording using a camera type Logitech webcam C922 pro Hd 1080 P in avi format. This study uses two types of testing, namely qualitative testing in the form of motion detection methods and quantitative testing in term of frame per second values. The results of the study show in terms of the success of the frame differencing method that is more accurate in detecting objects. While in terms of computing the background subtraction method is faster in detecting objects.