Adaptive Motion Detection Algorithm using Frame Differences and Dynamic Template Matching Method
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 d...
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| Format: | Article |
| Language: | English |
| Published: |
2012
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| Online Access: | https://repository.ugm.ac.id/33077/1/Adaptive_Motion_Detection_Algorithm.pdf |
| Summary: | 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 webbased
system and IP Camera as the capturing device. The
algorithm provides detection accuracy of 95.5%. |
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