Adaptive motion detection algorithm using frame differences and dynamic template matching method

Abstract

There is many ways to detect the moving object. A common method is by comparing two or more image sequences. Comparing image by analysing all of image pixel is known as frame differences method. Template matching is a technique that used to determine the reference image. Reference image that determined dynamically is known a dynamic template matching. This research proposes an algorithm to determine the reference image by using dynamic template matching adaptively. In the system, there are three ways to determine the reference image base on environment condition. This algorithm is implemented using web-based system and IP Camera as the capturing device. The algorithm provides detection accuracy of 95.5%.