DOI:10.29111/ijlrst ISRA Impact Factor:3.35
Research Paper Open Access
International Journal of Latest Research in Science and Technology Vol.3 Issue 2, pp 197-200,Year 2014
Correspondence should be addressed to :
Received : 24 April 2014; Accepted : 27 April 2014 ; Published : 30 April 2014
| Download | 125 |
|---|---|
| View | 178 |
| Article No. | 10303 |
Vision based surveillance system plays an important role in security field. Automatic tracking of objects such as human and vehicle is vital in such a system. In human tracking, it frequently happens that moving people get merged and demerged. When merging occurs, the tracking system should know what and how many humans are in the cluster. When cluster gets demerged into individuals, the tracking system should be able to differentiate among them to cope with correct human following. It will be useful in tracking if we can enforce the human cluster, where multiple humans adhere, to be broken into individual human. In this paper, we propose a novel method for individualization of human cluster in tracking. The method consists of three steps. They are edge finding and edge projection, mixture of Gaussian fitting, and cutting point decision. We applied the method to various scenarios of human cluster and obtained good results.
Copyright © 2014 Youngsung Soh et al. This is an open access article distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Youngsung Soh, Yongsuk Hae, Hadi Ashraf, Mudasar Qadir, Intaek Kim , " Enforced Individualization Of Human Cluster In Tracking By Mixture Of Gaussian ", International Journal of Latest Research in Science and Technology . Vol. 3, Issue 2, pp 197-200 , 2014
MNK Publication was founded in 2012 to upholder revolutionary ideas that would advance the research and practice of business and management. Today, we comply with to advance fresh thinking in latest scientific fields where we think we can make a real difference and growth now also including medical and social care, education,management and engineering.
We offers several opportunities for partnership and tie-up with individual, corporate and organizational level. We are working on the open access platform. Editors, authors, readers, librarians and conference organizer can work together. We are giving open opportunities to all. Our team is always willing to work and collaborate to promote open access publication.
Our Journals provide one of the strongest International open access platform for research communities. Our conference proceeding services provide conference organizers a privileged platform for publishing extended conference papers as journal publications. It is deliberated to disseminate scientific research and to establish long term International collaborations and partnerships with academic communities and conference organizers.
