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 |
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2012
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| Online Access: | https://repository.ugm.ac.id/33077/1/Adaptive_Motion_Detection_Algorithm.pdf |
| _version_ | 1797020221259644928 |
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| author | widyawan, widyawan |
| author_facet | widyawan, widyawan |
| author_sort | widyawan, widyawan |
| collection | UGM |
| description | 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%. |
| first_indexed | 2024-03-05T23:20:06Z |
| format | Article |
| id | oai:generic.eprints.org:33077 |
| institution | Universiti Gadjah Mada |
| language | English |
| last_indexed | 2024-03-13T19:12:40Z |
| publishDate | 2012 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:330772014-03-19T06:43:16Z https://repository.ugm.ac.id/33077/ Adaptive Motion Detection Algorithm using Frame Differences and Dynamic Template Matching Method widyawan, widyawan Makalah prosiding 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%. 2012-11-26 Article PeerReviewed application/pdf en https://repository.ugm.ac.id/33077/1/Adaptive_Motion_Detection_Algorithm.pdf widyawan, widyawan (2012) Adaptive Motion Detection Algorithm using Frame Differences and Dynamic Template Matching Method. Proceeding URAI. |
| spellingShingle | Makalah prosiding widyawan, widyawan Adaptive Motion Detection Algorithm using Frame Differences and Dynamic Template Matching Method |
| title | Adaptive Motion Detection Algorithm using Frame Differences
and Dynamic Template Matching Method |
| title_full | Adaptive Motion Detection Algorithm using Frame Differences
and Dynamic Template Matching Method |
| title_fullStr | Adaptive Motion Detection Algorithm using Frame Differences
and Dynamic Template Matching Method |
| title_full_unstemmed | Adaptive Motion Detection Algorithm using Frame Differences
and Dynamic Template Matching Method |
| title_short | Adaptive Motion Detection Algorithm using Frame Differences
and Dynamic Template Matching Method |
| title_sort | adaptive motion detection algorithm using frame differences and dynamic template matching method |
| topic | Makalah prosiding |
| url | https://repository.ugm.ac.id/33077/1/Adaptive_Motion_Detection_Algorithm.pdf |
| work_keys_str_mv | AT widyawanwidyawan adaptivemotiondetectionalgorithmusingframedifferencesanddynamictemplatematchingmethod |